diff --git a/.gitignore b/.gitignore index 91c1b989..c7c1d5e0 100644 --- a/.gitignore +++ b/.gitignore @@ -183,3 +183,14 @@ archive/v5_direction_split_20260628/dir3_ccn/**/*.pyc archive/v5_direction_split_20260628/dir3_ccn/**/*.pt archive/v5_direction_split_20260628/dir3_ccn/**/*.pth archive/v5_direction_split_20260628/dir3_ccn/**/*.ckpt +archive/v5_direction_split_20260628/dir3_ccn/**/*.npy +archive/v5_direction_split_20260628/dir3_ccn/**/*.npz +archive/v5_direction_split_20260628/dir3_ccn/**/*.nii +archive/v5_direction_split_20260628/dir3_ccn/**/*.nii.gz + +# Local/offline CCN transfer bundles and duplicate live watcher exports. +archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/*.zip +archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/*.tar.gz +archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/figure_* +archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/poster_figure_manifest.* +archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/FILE_CHECKSUMS.sha256 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/README.md b/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/README.md new file mode 100644 index 00000000..a451e192 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/README.md @@ -0,0 +1,32 @@ +# CCN Poster Figure Export + +This module is figure-only. It does not fit models or modify analysis outputs. + +## Panels + +1. Framework schematic. +2. Corrected Brain-JEPA shared-channel screen or permutation-confirmed result. +3. Brain-JEPA-independent raw-BOLD content/affect partition. +4. Corrected cortical maps and Yeo-network summaries when complete. +5. Full brain-encoder pretrained-minus-scratch consensus when complete. + +Legacy Brain-JEPA cortical results are never used as a fallback. Every export +writes `poster_figure_manifest.json` and `.md` under +`study1/results/poster_export/`. + +## Run Once + +```bash +bash /pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/export_poster_figures.sh +``` + +## Watch Running Jobs + +The command below exports immediately, then refreshes whenever corrected outputs +appear. It stops after 270 minutes or once every panel is complete. + +```bash +bash /pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/export_poster_figures.sh \ + --watch-minutes 270 \ + --interval-seconds 120 +``` diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/export_poster_figures.py b/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/export_poster_figures.py new file mode 100644 index 00000000..e908bbbc --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/export_poster_figures.py @@ -0,0 +1,516 @@ +#!/usr/bin/env python3 +"""Export panel-ready CCN figures from completed analysis outputs. + +This script never fits a model. It reads existing result files, writes concise +poster panels, and records which corrected analyses are still missing. +""" + +from __future__ import annotations + +import argparse +import json +import os +import shutil +import time +from datetime import datetime, timezone +from pathlib import Path + +import numpy as np +import pandas as pd + + +def find_root() -> Path: + for candidate in Path(__file__).resolve().parents: + if (candidate / "CLAUDE.md").is_file() and (candidate / "study1").is_dir(): + return candidate + raise RuntimeError("Could not locate the CCN root") + + +ROOT = find_root() +os.environ.setdefault("MPLCONFIGDIR", str(ROOT / "study1/data/.matplotlib")) +Path(os.environ["MPLCONFIGDIR"]).mkdir(parents=True, exist_ok=True) + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +from matplotlib.patches import FancyArrowPatch, FancyBboxPatch + + +BLUE = "#2463A6" +ORANGE = "#D55E00" +GREEN = "#009E73" +MAGENTA = "#B35C9B" +CHARCOAL = "#252A2E" +MID_GRAY = "#7A8288" +LIGHT_GRAY = "#E8ECEF" +NETWORKS = ["Vis", "SomMot", "DorsAttn", "SalVentAttn", "Limbic", "Cont", "Default"] + + +def parse_args(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument( + "--output-dir", + type=Path, + default=ROOT / "study1/results/poster_export", + ) + parser.add_argument("--watch-minutes", type=float, default=0.0) + parser.add_argument("--interval-seconds", type=int, default=120) + parser.add_argument("--check-only", action="store_true") + return parser.parse_args() + + +def style(): + plt.rcParams.update( + { + "font.family": "DejaVu Sans", + "font.size": 10, + "axes.titlesize": 12, + "axes.labelsize": 10, + "axes.spines.top": False, + "axes.spines.right": False, + "axes.linewidth": 0.8, + "xtick.labelsize": 9, + "ytick.labelsize": 9, + "legend.fontsize": 9, + "savefig.facecolor": "white", + } + ) + + +def save_figure(fig, output_dir: Path, stem: str): + png = output_dir / f"{stem}.png" + pdf = output_dir / f"{stem}.pdf" + fig.savefig(png, dpi=300, bbox_inches="tight") + fig.savefig(pdf, bbox_inches="tight") + plt.close(fig) + return [png, pdf] + + +def box(ax, xy, width, height, title, subtitle, color): + patch = FancyBboxPatch( + xy, + width, + height, + boxstyle="round,pad=0.012,rounding_size=0.018", + linewidth=1.8, + edgecolor=color, + facecolor="white", + ) + ax.add_patch(patch) + ax.text(xy[0] + width / 2, xy[1] + height * 0.64, title, ha="center", va="center", + fontsize=13, fontweight="bold", color=CHARCOAL) + ax.text(xy[0] + width / 2, xy[1] + height * 0.30, subtitle, ha="center", va="center", + fontsize=9, color=MID_GRAY, linespacing=1.2) + + +def arrow(ax, start, end, color=CHARCOAL): + ax.add_patch( + FancyArrowPatch(start, end, arrowstyle="-|>", mutation_scale=13, + linewidth=1.5, color=color) + ) + + +def figure_framework(output_dir: Path): + fig, ax = plt.subplots(figsize=(14, 4.2)) + ax.set_xlim(0, 1) + ax.set_ylim(0, 1) + ax.axis("off") + + box(ax, (0.02, 0.57), 0.18, 0.28, "Video foundation model", + "V-JEPA2\nvideo-only pretraining", BLUE) + box(ax, (0.02, 0.15), 0.18, 0.28, "Brain foundation models", + "corrected Brain-JEPA\nSwiFT / NeuroSTORM", GREEN) + box(ax, (0.29, 0.36), 0.19, 0.30, "Cross-domain channel", + "held-out stimulus alignment\nno emotion supervision", MAGENTA) + box(ax, (0.57, 0.57), 0.18, 0.28, "Shared cortical signal", + "parcel-wise held-out R2\nYeo networks", BLUE) + box(ax, (0.57, 0.15), 0.18, 0.28, "Complementary affect", + "E34 | video + content\n34D versus A/V", ORANGE) + box(ax, (0.82, 0.36), 0.16, 0.30, "Cortical transformation", + "shared visuocognitive channel\n+ fine-grained affect", CHARCOAL) + + arrow(ax, (0.20, 0.71), (0.29, 0.55), BLUE) + arrow(ax, (0.20, 0.29), (0.29, 0.47), GREEN) + arrow(ax, (0.48, 0.54), (0.57, 0.70), MAGENTA) + arrow(ax, (0.48, 0.45), (0.57, 0.29), MAGENTA) + arrow(ax, (0.75, 0.70), (0.82, 0.56), BLUE) + arrow(ax, (0.75, 0.29), (0.82, 0.46), ORANGE) + ax.text(0.5, 0.96, "Independent foundation models reveal shared and transformed affective information", + ha="center", va="top", fontsize=15, fontweight="bold", color=CHARCOAL) + return save_figure(fig, output_dir, "figure_1_framework") + + +def locate_shared_result(): + base = ROOT / "study1/data/corrected_reanalysis" + candidates = [ + ("permutation-confirmed", base / "shared_alignment_confirm/brain_alignment_vjepa2_pretrained.npz"), + ("descriptive-screen", base / "shared_alignment_screen/brain_alignment_vjepa2_pretrained.npz"), + ] + return next(((status, path) for status, path in candidates if path.is_file()), (None, None)) + + +def figure_shared(output_dir: Path): + status, path = locate_shared_result() + if path is None: + return None, {"status": "missing", "expected": "corrected shared alignment"} + with np.load(path) as payload: + r2 = np.asarray(payload["seq_r2_raw"], dtype=float) + corr = np.asarray(payload["seq_pearson_r"], dtype=float) + cumulative = np.asarray(payload["cumulative_variance"], dtype=float) + q = np.asarray(payload["seq_q_raw"], dtype=float) + n_perm = int(payload["n_perm"]) + + n_show = min(20, len(r2)) + pcs = np.arange(1, n_show + 1) + colors = np.where(r2[:n_show] > 0, BLUE, LIGHT_GRAY) + fig, axes = plt.subplots(1, 3, figsize=(14, 3.8), gridspec_kw={"width_ratios": [1.4, 1.4, 1.0]}) + + axes[0].bar(pcs, r2[:n_show], color=colors, edgecolor="none") + axes[0].axhline(0, color=CHARCOAL, linewidth=0.9) + axes[0].set(xlabel="V-JEPA2 principal component", ylabel="Held-out raw $R^2$", + title="Corrected Brain-JEPA -> V-JEPA2") + axes[0].set_xticks([1, 4, 8, 12, 16, 20]) + finite_q = np.isfinite(q[:n_show]) + for x, y, q_value in zip(pcs[finite_q], r2[:n_show][finite_q], q[:n_show][finite_q]): + if q_value < 0.05 and y > 0: + axes[0].text(x, y + max(np.nanmax(r2[:n_show]), 0.01) * 0.035, "*", + ha="center", va="bottom", fontsize=12) + + axes[1].bar(pcs, corr[:n_show], color=np.where(corr[:n_show] > 0, GREEN, LIGHT_GRAY)) + axes[1].axhline(0, color=CHARCOAL, linewidth=0.9) + axes[1].set(xlabel="V-JEPA2 principal component", ylabel="Held-out Pearson $r$", + title="Cross-domain correlation") + axes[1].set_xticks([1, 4, 8, 12, 16, 20]) + + axes[2].plot(pcs, cumulative[:n_show] * 100, marker="o", markersize=3.5, + linewidth=2, color=MAGENTA) + axes[2].set(xlabel="Number of video PCs", ylabel="Cumulative video variance (%)", + title="Video variance retained") + axes[2].set_xticks([1, 4, 8, 12, 16, 20]) + axes[2].grid(axis="y", color=LIGHT_GRAY, linewidth=0.8) + + positive = int(np.sum(r2 > 0)) + confirmed = int(np.sum(np.isfinite(q) & (q < 0.05) & (r2 > 0))) + label = f"{status.replace('-', ' ')} | permutations={n_perm:,} | positive raw R2={positive}" + if n_perm: + label += f" | positive R2 and FDR q<.05={confirmed}" + fig.suptitle(label, fontsize=11, color=MID_GRAY, y=1.02) + fig.tight_layout() + files = save_figure(fig, output_dir, "figure_2_corrected_shared_channel") + return files, { + "status": "complete" if status == "permutation-confirmed" else "provisional", + "evidence_status": status, + "source": str(path), + "n_perm": n_perm, + "positive_r2_count": positive, + "fdr_count": confirmed if n_perm else None, + "top_raw_r2": [ + {"pc": int(i + 1), "r2": float(r2[i]), "pearson_r": float(corr[i])} + for i in np.argsort(r2)[::-1][:5] + ], + } + + +def q_text(value): + if not np.isfinite(value): + return "q=n/a" + return "q<.001" if value < 0.001 else f"q={value:.3f}" + + +def benjamini_hochberg(values): + """Return Benjamini-Hochberg adjusted p-values, preserving NaNs.""" + values = np.asarray(values, dtype=float) + adjusted = np.full(values.shape, np.nan, dtype=float) + finite = np.flatnonzero(np.isfinite(values)) + if not len(finite): + return adjusted + order = finite[np.argsort(values[finite])] + ranked = values[order] * len(order) / np.arange(1, len(order) + 1) + ranked = np.minimum.accumulate(ranked[::-1])[::-1] + adjusted[order] = np.minimum(ranked, 1.0) + return adjusted + + +def figure_content_affect(output_dir: Path): + source = ROOT / "study1/results/content_affect_partition" + group_path = source / "map_statistics_group.csv" + network_path = source / "network_summary_subjectwise.csv" + if not group_path.is_file() or not network_path.is_file(): + return None, {"status": "missing", "expected": str(source)} + group = pd.read_csv(group_path).set_index("map") + network = pd.read_csv(network_path) + contrasts = ["unique_e34_vc", "fine_grained_vs_av", "resolution_34d_vs_2d"] + labels = ["E34 | video + content", "34D > arousal-valence", "34D > emotion PCA-2D"] + colors = [ORANGE, GREEN, MAGENTA] + + fig, axes = plt.subplots(1, 3, figsize=(14, 4.2), gridspec_kw={"width_ratios": [1.0, 1.0, 1.6]}) + y = np.arange(len(contrasts)) + + means = group.loc[contrasts, "cortical_mean"].to_numpy() + low = group.loc[contrasts, "cortical_ci_low"].to_numpy() + high = group.loc[contrasts, "cortical_ci_high"].to_numpy() + axes[0].errorbar(means, y, xerr=np.vstack([means - low, high - means]), fmt="none", + ecolor=CHARCOAL, capsize=3, linewidth=1.5) + axes[0].scatter(means, y, s=65, c=colors, zorder=3) + axes[0].axvline(0, color=MID_GRAY, linewidth=0.9) + axes[0].set_yticks(y, labels) + axes[0].invert_yaxis() + axes[0].set_xlabel("Cortical mean held-out delta $R^2$") + axes[0].set_title("Complementary affective variance") + for i, name in enumerate(contrasts): + axes[0].text(high[i], i - 0.18, q_text(group.loc[name, "cortical_q_fdr"]), fontsize=8) + + hmean = group.loc[contrasts, "transmodal_minus_visual"].to_numpy() + hlow = group.loc[contrasts, "hierarchy_ci_low"].to_numpy() + hhigh = group.loc[contrasts, "hierarchy_ci_high"].to_numpy() + axes[1].errorbar(hmean, y, xerr=np.vstack([hmean - hlow, hhigh - hmean]), fmt="none", + ecolor=CHARCOAL, capsize=3, linewidth=1.5) + axes[1].scatter(hmean, y, s=65, c=colors, zorder=3) + axes[1].axvline(0, color=MID_GRAY, linewidth=0.9) + axes[1].set_yticks(y, ["" for _ in y]) + axes[1].invert_yaxis() + axes[1].set_xlabel("(Control + Default) / 2 - Visual") + axes[1].set_title("Relative transmodal enrichment") + for i, name in enumerate(contrasts): + axes[1].text(hhigh[i], i - 0.18, q_text(group.loc[name, "hierarchy_q_fdr"]), fontsize=8) + + width = 0.23 + x = np.arange(len(NETWORKS)) + for offset, name, label, color in zip([-width, 0, width], contrasts, labels, colors): + subset = network[network["map"] == name] + values = [subset.loc[subset["network"] == net, "mean"].to_numpy() for net in NETWORKS] + means_net = np.array([np.mean(v) for v in values]) + sems = np.array([np.std(v, ddof=1) / np.sqrt(len(v)) for v in values]) + axes[2].bar(x + offset, means_net, width=width, yerr=sems, capsize=2, + color=color, label=label) + axes[2].axhline(0, color=CHARCOAL, linewidth=0.8) + axes[2].set_xticks(x, NETWORKS, rotation=28, ha="right") + axes[2].set_ylabel("Held-out delta $R^2$") + axes[2].set_title("Fine-grained gain across Yeo networks") + axes[2].legend(frameon=False, loc="upper left") + fig.tight_layout() + files = save_figure(fig, output_dir, "figure_3_content_affect_partition") + + copied = [] + for suffix in ("png", "pdf"): + original = source / f"content_affect_brain_maps.{suffix}" + if original.is_file(): + target = output_dir / f"figure_3b_content_affect_brain_maps.{suffix}" + shutil.copy2(original, target) + copied.append(target) + return files + copied, { + "status": "complete", + "source": str(source), + "video_content_mean_r2": float(group.loc["video_content", "cortical_mean"]), + "contrasts": { + name: { + "mean_delta_r2": float(group.loc[name, "cortical_mean"]), + "cortical_q_fdr": float(group.loc[name, "cortical_q_fdr"]), + "transmodal_minus_visual": float(group.loc[name, "transmodal_minus_visual"]), + "hierarchy_q_fdr": float(group.loc[name, "hierarchy_q_fdr"]), + } + for name in contrasts + }, + } + + +def mean_column(frame): + for name in ("mean_value", "mean"): + if name in frame.columns: + return name + raise ValueError("Network summary has no mean column") + + +def figure_corrected_cortex(output_dir: Path): + source = ROOT / "study1/results/corrected_reanalysis/cortical_transformation" + network_path = source / "network_summary_subjectwise.csv" + stats_path = source / "hierarchy_group_statistics.csv" + brain_png = source / "cortical_brain_maps.png" + if not network_path.is_file() or not stats_path.is_file() or not brain_png.is_file(): + return None, {"status": "missing", "expected": str(source)} + network = pd.read_csv(network_path) + stats = pd.read_csv(stats_path) + if "hierarchy_q_fdr" not in stats.columns: + stats["hierarchy_q_fdr"] = benjamini_hochberg(stats["hierarchy_p"]) + stats = stats.set_index("map") + value_col = mean_column(network) + maps = ["shared", "unique_e34_shared", "fine_grained_advantage"] + labels = ["Shared channel", "E34 | shared", "34D > arousal-valence"] + colors = [BLUE, ORANGE, GREEN] + fig, axes = plt.subplots(1, 3, figsize=(14, 4.0)) + for ax, map_name, label, color in zip(axes, maps, labels, colors): + subset = network[network["map"] == map_name] + values = [subset.loc[subset["network"] == net, value_col].to_numpy() for net in NETWORKS] + means = np.array([np.mean(v) for v in values]) + sems = np.array([np.std(v, ddof=1) / np.sqrt(len(v)) for v in values]) + x = np.arange(len(NETWORKS)) + ax.bar(x, means, yerr=sems, color=color, alpha=0.88, capsize=2) + for xi, vals in zip(x, values): + ax.scatter(np.full(len(vals), xi), vals, s=13, color=CHARCOAL, alpha=0.45, zorder=3) + ax.axhline(0, color=CHARCOAL, linewidth=0.8) + ax.set_xticks(x, NETWORKS, rotation=30, ha="right") + ax.set_ylabel("Held-out $R^2$ or delta $R^2$") + suffix = "" + if map_name in stats.index: + direction = "visual - transmodal" if map_name == "shared" else "transmodal - visual" + suffix = f"\n{direction}: {q_text(stats.loc[map_name, 'hierarchy_q_fdr'])}" + ax.set_title(label + suffix) + fig.tight_layout() + files = save_figure(fig, output_dir, "figure_4_corrected_cortical_networks") + for suffix in ("png", "pdf"): + original = source / f"cortical_brain_maps.{suffix}" + if original.is_file(): + target = output_dir / f"figure_4b_corrected_cortical_brain_maps.{suffix}" + shutil.copy2(original, target) + files.append(target) + return files, {"status": "complete", "source": str(source)} + + +def locate_consensus(): + base = ROOT / "study1/results/brain_encoder_validation" + candidates = [base / "consensus", base] + for candidate in candidates: + if (candidate / "pretrained_vs_scratch.csv").is_file() and "smoke" not in candidate.parts: + return candidate + return None + + +def figure_encoder_consensus(output_dir: Path): + source = locate_consensus() + if source is None: + return None, {"status": "missing", "expected": "full brain-encoder consensus"} + delta = pd.read_csv(source / "pretrained_vs_scratch.csv") + targets = ["raw_vjepa2", "emotion_34d", "arousal_valence"] + target_labels = ["V-JEPA2", "Fine-grained emotion", "Arousal-valence"] + families = list(dict.fromkeys(delta["family"])) + palette = [BLUE, GREEN, ORANGE, MAGENTA] + fig, axes = plt.subplots(1, 3, figsize=(14, 3.9), sharex=True) + for ax, target, target_label in zip(axes, targets, target_labels): + subset = delta[delta["target"] == target] + values = [subset.loc[subset["family"] == family, "pretrained_minus_scratch"].to_numpy() + for family in families] + means = np.array([np.mean(v) for v in values]) + sems = np.array([np.std(v, ddof=1) / np.sqrt(len(v)) for v in values]) + x = np.arange(len(families)) + ax.bar(x, means, yerr=sems, color=palette[: len(families)], capsize=2) + for xi, vals in zip(x, values): + ax.scatter(np.full(len(vals), xi), vals, s=16, color=CHARCOAL, alpha=0.55) + ax.axhline(0, color=CHARCOAL, linewidth=0.9) + ax.set_xticks(x, [f.replace("_", "\n") for f in families], rotation=25, ha="right") + ax.set_ylabel("Pretrained - scratch held-out $R^2$") + ax.set_title(target_label) + fig.tight_layout() + files = save_figure(fig, output_dir, "figure_5_brain_encoder_consensus") + return files, {"status": "complete", "source": str(source), "families": families} + + +def file_record(path: Path): + return { + "path": str(path), + "size_bytes": path.stat().st_size, + "modified_utc": datetime.fromtimestamp(path.stat().st_mtime, timezone.utc).isoformat(), + } + + +def export_once(output_dir: Path, check_only=False): + output_dir.mkdir(parents=True, exist_ok=True) + style() + manifest = { + "generated_utc": datetime.now(timezone.utc).isoformat(), + "policy": "Corrected Brain-JEPA only for shared/cortical panels; no legacy fallback.", + "panels": {}, + } + builders = [ + ("framework", figure_framework), + ("corrected_shared", figure_shared), + ("content_affect", figure_content_affect), + ("corrected_cortex", figure_corrected_cortex), + ("encoder_consensus", figure_encoder_consensus), + ] + if check_only: + status, shared_path = locate_shared_result() + content_source = ROOT / "study1/results/content_affect_partition" + cortex_source = ROOT / "study1/results/corrected_reanalysis/cortical_transformation" + consensus_source = locate_consensus() + checks = { + "framework": ("available", None), + "corrected_shared": (status or "missing", shared_path), + "content_affect": ( + "available" if (content_source / "map_statistics_group.csv").is_file() else "missing", + content_source, + ), + "corrected_cortex": ( + "available" + if all((cortex_source / name).is_file() for name in ( + "network_summary_subjectwise.csv", + "hierarchy_group_statistics.csv", + "cortical_brain_maps.png", + )) + else "missing", + cortex_source, + ), + "encoder_consensus": ( + "available" if consensus_source is not None else "missing", + consensus_source, + ), + } + for name, (status, source) in checks.items(): + manifest["panels"][name] = { + "status": status, + "source": str(source) if source is not None else None, + "files": [], + } + print(f"[{status}] {name}" + (f": {source}" if source else "")) + return manifest + + for name, builder in builders: + try: + if name == "framework": + files = builder(output_dir) + info = {"status": "complete"} + else: + files, info = builder(output_dir) + info["files"] = [file_record(path) for path in (files or [])] + manifest["panels"][name] = info + print(f"[{info['status']}] {name}") + except Exception as error: + manifest["panels"][name] = {"status": "error", "error": repr(error), "files": []} + print(f"[error] {name}: {error}") + + manifest_path = output_dir / "poster_figure_manifest.json" + manifest_path.write_text(json.dumps(manifest, indent=2) + "\n") + lines = ["# CCN Poster Figure Manifest", "", f"Generated: {manifest['generated_utc']}", ""] + for name, info in manifest["panels"].items(): + lines.append(f"- **{name}**: {info['status']}") + if info.get("expected"): + lines.append(f" - waiting for: `{info['expected']}`") + for record in info.get("files", []): + lines.append(f" - `{record['path']}`") + (output_dir / "poster_figure_manifest.md").write_text("\n".join(lines) + "\n") + return manifest + + +def main(): + args = parse_args() + if args.watch_minutes < 0 or args.interval_seconds < 10: + raise ValueError("watch-minutes must be >=0 and interval-seconds must be >=10") + if args.check_only: + export_once(args.output_dir, check_only=True) + return + deadline = time.time() + args.watch_minutes * 60 + while True: + manifest = export_once(args.output_dir) + missing = [name for name, info in manifest["panels"].items() if info["status"] != "complete"] + print(f"Poster export complete. Missing: {missing or 'none'}") + if args.watch_minutes == 0 or time.time() >= deadline or not missing: + break + sleep_for = min(args.interval_seconds, max(0, int(deadline - time.time()))) + if sleep_for <= 0: + break + print(f"Watching for running outputs; next check in {sleep_for}s") + time.sleep(sleep_for) + + +if __name__ == "__main__": + main() diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/export_poster_figures.sh b/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/export_poster_figures.sh new file mode 100644 index 00000000..ab08cf3d --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/code/poster_figures/export_poster_figures.sh @@ -0,0 +1,16 @@ +#!/bin/bash +# Usage: +# bash export_poster_figures.sh +# bash export_poster_figures.sh --watch-minutes 270 --interval-seconds 120 + +set -euo pipefail + +ROOT="/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn" +PYTHON="/pscratch/sd/s/sjmoon/tribev2/.venv/bin/python" + +export PYTHONDONTWRITEBYTECODE=1 +export MPLCONFIGDIR="$ROOT/study1/data/.matplotlib" +mkdir -p "$MPLCONFIGDIR" "$ROOT/study1/results/poster_export" + +cd "$ROOT/study1/code/poster_figures" +"$PYTHON" -u export_poster_figures.py "$@" diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_brain_maps.pdf b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_brain_maps.pdf new file mode 100644 index 00000000..838f46a5 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_brain_maps.pdf differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_brain_maps.png b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_brain_maps.png new file mode 100644 index 00000000..73fbb107 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_brain_maps.png differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_transformation_summary.pdf b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_transformation_summary.pdf new file mode 100644 index 00000000..8f4a0928 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_transformation_summary.pdf differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_transformation_summary.png b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_transformation_summary.png new file mode 100644 index 00000000..5b4491ab Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/cortical_transformation_summary.png differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/gradient_summary_subjectwise.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/gradient_summary_subjectwise.csv new file mode 100644 index 00000000..948503de --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/gradient_summary_subjectwise.csv @@ -0,0 +1,21 @@ +subject,map,spearman_r,p_value_descriptive +1,shared,-0.16825436408977554,0.0007283633968916055 +2,shared,-0.2138057112856955,1.612708340567608e-05 +3,shared,-0.46266364164776025,1.3040945228141102e-22 +4,shared,-0.3706125663285395,1.8069947903148614e-14 +5,shared,-0.4999894999343745,1.0913584144976204e-26 +1,unique_e34_shared,0.3571481071756698,1.7727172373270364e-13 +2,unique_e34_shared,0.473967337295858,8.568815005464605e-24 +3,unique_e34_shared,0.18213770086063036,0.0002502237545710496 +4,unique_e34_shared,0.06976299851874072,0.16374360972568444 +5,unique_e34_shared,-0.01957193482459265,0.6963508994331489 +1,fine_grained_advantage,0.2705238782742392,3.8770595581885036e-08 +2,fine_grained_advantage,0.3339628372677329,7.072391627175692e-12 +3,fine_grained_advantage,0.04180094875592972,0.4044122229226711 +4,fine_grained_advantage,-0.1557780361127257,0.0017786043920674397 +5,fine_grained_advantage,-0.20478971743573396,3.678533204649806e-05 +1,unique_e34_video,0.3304670654191588,1.2011288480701703e-11 +2,unique_e34_video,0.48406277539234616,6.904358332052878e-25 +3,unique_e34_video,0.05517840736504603,0.2709169156314244 +4,unique_e34_video,-0.06461777886111787,0.1971689764744455 +5,unique_e34_video,-0.21932874580466125,9.561299643088522e-06 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/hierarchy_contrasts_subjectwise.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/hierarchy_contrasts_subjectwise.csv new file mode 100644 index 00000000..c202c450 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/hierarchy_contrasts_subjectwise.csv @@ -0,0 +1,21 @@ +subject,map,visual,transmodal_cont_default,hypothesis_aligned_contrast +1,shared,0.03515002922257357,0.05178075647623008,-0.01663072725365651 +2,shared,0.04032291118248413,0.05136121300805074,-0.011038301825566615 +3,shared,0.05419690898799663,0.038949008795227114,0.015247900192769517 +4,shared,0.039697811553673974,0.02776708687121138,0.011930724682462594 +5,shared,0.028703900922214406,0.032641641440280936,-0.003937740518066529 +1,unique_e34_shared,0.016663257459866555,0.014076944485469776,-0.002586312974396779 +2,unique_e34_shared,0.017702155443473755,0.03062411921715117,0.012921963773677415 +3,unique_e34_shared,0.006942790565334207,0.018076947553891533,0.011134156988557325 +4,unique_e34_shared,0.003082674958983535,0.012164643695655813,0.009081968736672278 +5,unique_e34_shared,0.0022767015624736027,0.00907171303628795,0.006795011473814347 +1,fine_grained_advantage,0.008050799334333095,0.006083484141977491,-0.0019673151923556044 +2,fine_grained_advantage,0.010165350638454591,0.020798794168182,0.010633443529727407 +3,fine_grained_advantage,0.003963333334590144,0.0136738137433062,0.009710480408716055 +4,fine_grained_advantage,0.002061001661270449,0.005619387724411082,0.0035583860631406335 +5,fine_grained_advantage,0.0004244256917562458,0.005604039165350105,0.005179613473593859 +1,unique_e34_video,0.010906455200479984,0.013008053846379005,0.0021015986458990214 +2,unique_e34_video,0.01009000560573987,0.019352752903309386,0.009262747297569516 +3,unique_e34_video,0.003576157754509179,0.013842801769082543,0.010266644014573363 +4,unique_e34_video,-0.0003729698110048569,0.006686847295629677,0.007059817106634534 +5,unique_e34_video,-0.0006483417176914457,0.006351713046048653,0.007000054763740098 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/hierarchy_group_statistics.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/hierarchy_group_statistics.csv new file mode 100644 index 00000000..5c895764 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/hierarchy_group_statistics.csv @@ -0,0 +1,5 @@ +map,cortical_mean,cortical_mean_ci_low,cortical_mean_ci_high,cortical_mean_t,cortical_mean_p,hierarchy_contrast_mean,hierarchy_ci_low,hierarchy_ci_high,hierarchy_t,hierarchy_p,gradient_r_mean,gradient_r_ci_low,gradient_r_ci_high,gradient_t,gradient_p +shared,0.04816629000745086,0.03833120801606732,0.0580013719988344,13.597350814551962,0.0001693691786462924,-0.0008856289444115088,-0.018278345212569734,0.016507087323746714,-0.14137528088320872,0.8944077451785114,-0.3430651566572291,-0.5261366333375991,-0.15999367997685912,-5.202894477264087,0.006503220371701158 +unique_e34_shared,0.012743156759325889,0.005990037532035091,0.019496275986616688,5.2391604558405644,0.006343893902064278,0.007469357599664918,-6.636239637792998e-05,0.015005077595707766,2.7519946809928792,0.05126924909683598,0.21268884180526126,-0.03906689219572462,0.46444457580624715,2.345602558383409,0.07889353838023128 +fine_grained_advantage,0.006925159999992804,0.0029426171765222246,0.010907702823463383,4.82790203067696,0.008474187909128888,0.005422921656564469,-0.0008987210422605561,0.011744564355389495,2.381729719086781,0.07584644675012207,0.05714398214988845,-0.24467240466327936,0.3589603689630563,0.5256743386494146,0.6269084290564041 +unique_e34_video,0.009725946362901857,0.004545913319849554,0.014905979405954159,5.21300847856821,0.006458300288355767,0.0071381723656833065,0.00322676106357413,0.011049583667792483,5.066903527653197,0.007145892715048558,0.11715234470215437,-0.23961118506235524,0.47391587446666394,0.911716100088598,0.4134943107200815 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/map_means_subjectwise.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/map_means_subjectwise.csv new file mode 100644 index 00000000..7f42903d --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/map_means_subjectwise.csv @@ -0,0 +1,21 @@ +subject,map,cortical_mean +1,shared,0.05205889664872261 +2,shared,0.057172866436402646 +3,shared,0.05197635936265568 +4,shared,0.04034780815265194 +5,shared,0.03927551943682146 +1,unique_e34_shared,0.013749733987755142 +2,unique_e34_shared,0.02162722069264828 +3,unique_e34_shared,0.011374606958421527 +4,unique_e34_shared,0.008794311911392717 +5,unique_e34_shared,0.00816991024641177 +1,fine_grained_advantage,0.005963850651371074 +2,fine_grained_advantage,0.01217226499343367 +3,fine_grained_advantage,0.007588541807049621 +4,fine_grained_advantage,0.00439229392863062 +5,fine_grained_advantage,0.004508848619479034 +1,unique_e34_video,0.013121913637478944 +2,unique_e34_video,0.014831976978865182 +3,unique_e34_video,0.009186068563652833 +4,unique_e34_video,0.005635426424604715 +5,unique_e34_video,0.005854346209907614 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/network_summary_subjectwise.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/network_summary_subjectwise.csv new file mode 100644 index 00000000..1b7c542b --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/network_summary_subjectwise.csv @@ -0,0 +1,141 @@ +subject,map,network,mean_value +1,shared,Vis,0.03515002922257357 +1,shared,SomMot,0.05786296566214724 +1,shared,DorsAttn,0.08096946194167176 +1,shared,SalVentAttn,0.03999921385048996 +1,shared,Limbic,0.04581742928579928 +1,shared,Cont,0.05117822101199646 +1,shared,Default,0.0523832919404637 +2,shared,Vis,0.04032291118248413 +2,shared,SomMot,0.07068116750218258 +2,shared,DorsAttn,0.10202519969254442 +2,shared,SalVentAttn,0.04037733351796384 +2,shared,Limbic,0.03666746098780472 +2,shared,Cont,0.04935870563046234 +2,shared,Default,0.05336372038563914 +3,shared,Vis,0.05419690898799663 +3,shared,SomMot,0.0585965815486803 +3,shared,DorsAttn,0.10740747560726203 +3,shared,SalVentAttn,0.03368328691900506 +3,shared,Limbic,0.028796075277612524 +3,shared,Cont,0.035607189834114254 +3,shared,Default,0.04229082775633997 +4,shared,Vis,0.039697811553673974 +4,shared,SomMot,0.05101726877583135 +4,shared,DorsAttn,0.08159149330648542 +4,shared,SalVentAttn,0.02689928005585842 +4,shared,Limbic,0.026317404553739657 +4,shared,Cont,0.02477205443932636 +4,shared,Default,0.0307621193030964 +5,shared,Vis,0.028703900922214406 +5,shared,SomMot,0.046278618585039656 +5,shared,DorsAttn,0.07927387805467932 +5,shared,SalVentAttn,0.022363755751603733 +5,shared,Limbic,0.027568780685507183 +5,shared,Cont,0.024601173419730463 +5,shared,Default,0.0406821094608314 +1,unique_e34_shared,Vis,0.016663257459866555 +1,unique_e34_shared,SomMot,0.015466529320344514 +1,unique_e34_shared,DorsAttn,0.009667627092093487 +1,unique_e34_shared,SalVentAttn,0.014956539395776526 +1,unique_e34_shared,Limbic,0.00937796824978329 +1,unique_e34_shared,Cont,0.016948388110358783 +1,unique_e34_shared,Default,0.01120550086058077 +2,unique_e34_shared,Vis,0.017702155443473755 +2,unique_e34_shared,SomMot,0.021909849855180057 +2,unique_e34_shared,DorsAttn,0.010537933659399533 +2,unique_e34_shared,SalVentAttn,0.015740350966481825 +2,unique_e34_shared,Limbic,0.012534110503505166 +2,unique_e34_shared,Cont,0.03179537585156726 +2,unique_e34_shared,Default,0.029452862582735075 +3,unique_e34_shared,Vis,0.006942790565334207 +3,unique_e34_shared,SomMot,0.007515921971550521 +3,unique_e34_shared,DorsAttn,0.009643825848213697 +3,unique_e34_shared,SalVentAttn,0.009644963902558455 +3,unique_e34_shared,Limbic,0.007608643204671319 +3,unique_e34_shared,Cont,0.02146543342292196 +3,unique_e34_shared,Default,0.014688461684861102 +4,unique_e34_shared,Vis,0.003082674958983535 +4,unique_e34_shared,SomMot,0.007838786781445771 +4,unique_e34_shared,DorsAttn,0.010240932441763297 +4,unique_e34_shared,SalVentAttn,0.004626170566074441 +4,unique_e34_shared,Limbic,0.00974614561805879 +4,unique_e34_shared,Cont,0.011020072761993082 +4,unique_e34_shared,Default,0.013309214629318543 +5,unique_e34_shared,Vis,0.0022767015624736027 +5,unique_e34_shared,SomMot,0.00873044991265606 +5,unique_e34_shared,DorsAttn,0.013668196791854844 +5,unique_e34_shared,SalVentAttn,0.007589349728759429 +5,unique_e34_shared,Limbic,0.008261079178268559 +5,unique_e34_shared,Cont,0.010113734895823172 +5,unique_e34_shared,Default,0.008029691176752729 +1,fine_grained_advantage,Vis,0.008050799334333095 +1,fine_grained_advantage,SomMot,0.005963995710510418 +1,fine_grained_advantage,DorsAttn,0.002649713481888928 +1,fine_grained_advantage,SalVentAttn,0.00837682117951841 +1,fine_grained_advantage,Limbic,0.0039390906957774184 +1,fine_grained_advantage,Cont,0.007435745027937522 +1,fine_grained_advantage,Default,0.0047312232560174595 +2,fine_grained_advantage,Vis,0.010165350638454591 +2,fine_grained_advantage,SomMot,0.007045950775770134 +2,fine_grained_advantage,DorsAttn,0.004481280937071817 +2,fine_grained_advantage,SalVentAttn,0.008752977934533787 +2,fine_grained_advantage,Limbic,0.004325584233097206 +2,fine_grained_advantage,Cont,0.020745979897553963 +2,fine_grained_advantage,Default,0.02085160843881003 +3,fine_grained_advantage,Vis,0.003963333334590144 +3,fine_grained_advantage,SomMot,0.00247509769814589 +3,fine_grained_advantage,DorsAttn,0.007126053235888511 +3,fine_grained_advantage,SalVentAttn,0.004858052703467917 +3,fine_grained_advantage,Limbic,0.006883274665669284 +3,fine_grained_advantage,Cont,0.015914238508984026 +3,fine_grained_advantage,Default,0.011433388977628373 +4,fine_grained_advantage,Vis,0.002061001661270449 +4,fine_grained_advantage,SomMot,0.0026063722951198986 +4,fine_grained_advantage,DorsAttn,0.008018551673424522 +4,fine_grained_advantage,SalVentAttn,0.0014146248760892486 +4,fine_grained_advantage,Limbic,0.006429124085543017 +4,fine_grained_advantage,Cont,0.004992839354618974 +4,fine_grained_advantage,Default,0.006245936094203191 +5,fine_grained_advantage,Vis,0.0004244256917562458 +5,fine_grained_advantage,SomMot,0.0013067263889450678 +5,fine_grained_advantage,DorsAttn,0.010705702747355156 +5,fine_grained_advantage,SalVentAttn,0.0049968369217489724 +5,fine_grained_advantage,Limbic,0.006645909323124844 +5,fine_grained_advantage,Cont,0.006231048296148501 +5,fine_grained_advantage,Default,0.004977030034551708 +1,unique_e34_video,Vis,0.010906455200479984 +1,unique_e34_video,SomMot,0.01588481019366111 +1,unique_e34_video,DorsAttn,0.01456491386274857 +1,unique_e34_video,SalVentAttn,0.013475545122862401 +1,unique_e34_video,Limbic,0.009723738341467213 +1,unique_e34_video,Cont,0.01444303468024874 +1,unique_e34_video,Default,0.011573073012509271 +2,unique_e34_video,Vis,0.01009000560573987 +2,unique_e34_video,SomMot,0.01936831725274357 +2,unique_e34_video,DorsAttn,0.01022727730517709 +2,unique_e34_video,SalVentAttn,0.00805517968996883 +2,unique_e34_video,Limbic,0.007328392122924119 +2,unique_e34_video,Cont,0.01886788215205976 +2,unique_e34_video,Default,0.01983762365455901 +3,unique_e34_video,Vis,0.003576157754509179 +3,unique_e34_video,SomMot,0.0056453225074437 +3,unique_e34_video,DorsAttn,0.013487937379776554 +3,unique_e34_video,SalVentAttn,0.008480090570102664 +3,unique_e34_video,Limbic,0.00462786829384632 +3,unique_e34_video,Cont,0.016336715500376027 +3,unique_e34_video,Default,0.011348888037789056 +4,unique_e34_video,Vis,-0.0003729698110048569 +4,unique_e34_video,SomMot,0.006565667725401326 +4,unique_e34_video,DorsAttn,0.011678581360840429 +4,unique_e34_video,SalVentAttn,0.001468067101812233 +4,unique_e34_video,Limbic,0.0060988373654376265 +4,unique_e34_video,Cont,0.005395501595705999 +4,unique_e34_video,Default,0.007978192995553355 +5,unique_e34_video,Vis,-0.0006483417176914457 +5,unique_e34_video,SomMot,0.0064767718539403855 +5,unique_e34_video,DorsAttn,0.013762908763233878 +5,unique_e34_video,SalVentAttn,0.004609651337145229 +5,unique_e34_video,Limbic,0.00532500496523008 +5,unique_e34_video,Cont,0.006708549319041208 +5,unique_e34_video,Default,0.005994876773056099 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/parcel_maps_group.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/parcel_maps_group.csv new file mode 100644 index 00000000..2a39a6cc --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/parcel_maps_group.csv @@ -0,0 +1,401 @@ +parcel,network,principal_gradient_1,shared,shared_sem_subject,unique_e34_shared,unique_e34_shared_sem_subject,unique_av_shared,unique_av_shared_sem_subject,fine_grained_advantage,fine_grained_advantage_sem_subject,video,video_sem_subject,unique_e34_video,unique_e34_video_sem_subject,unique_av_video,unique_av_video_sem_subject +1,Vis,-0.017235118199450884,0.07724663896000919,0.013253101267979994,0.013433720113376046,0.0036957424135786684,0.001630188389320142,0.0016675677660771683,0.011803531724055905,0.0044131833307193506,0.09063114606151942,0.016764388472630804,0.011253688179067179,0.002536736492087818,0.0013694634914514392,0.0010016272879896854 +2,Vis,-0.018511418414182114,0.03873200738077041,0.012700547916637625,0.005171524978736986,0.003548642996816226,0.0009044750263851542,0.0012782173453093671,0.004267049952351831,0.0025685370289142747,0.07860959492501503,0.017895855266968297,0.0012952403720960515,0.0020725980511652783,0.001097668271443597,0.0009982053265660978 +3,Vis,-0.018371022850534952,0.0350841913502538,0.006561765266503254,0.017219128905869296,0.0032205564073216793,0.0023445243610993984,0.0017592783035984012,0.014874604544769899,0.002954464275076217,0.049581041174758124,0.011446014838660394,0.005456004571651807,0.0015843379103757627,0.0020389345225673592,0.0014124601323860402 +4,Vis,-0.019903688608537085,0.009528895546679683,0.0038265749328026404,0.016807562891341242,0.0023097772033613124,0.0040331697412455455,0.002365748193798784,0.012774393150095698,0.0011232122851459183,0.07009756890842656,0.01307365605930669,0.003396319136653725,0.0012128841719979452,0.0023961172980749845,0.0015086713646794698 +5,Vis,-0.021493070462707032,0.013260078057889025,0.005875072134103786,0.016527553690629037,0.004734312822660259,0.0012563792316805822,0.0011658011095904473,0.015271174458948456,0.005476877678020378,0.06066733601196128,0.0163400998357863,0.002642356666756296,0.002553061441048751,0.001115156939382822,0.0008127673814639545 +6,Vis,-0.017075192016317832,0.08422297654033555,0.02032804123683619,0.00972976110801067,0.004182745810406669,0.0035289008894717087,0.0017154983245108273,0.006200860218538962,0.0034822710822046752,0.09581107962391769,0.016527820913186757,0.007503742225474852,0.002238481685084371,0.0025520903824778783,0.0010442938222933239 +7,Vis,-0.020514283244746443,0.020691531111753102,0.0014148431064824648,0.016684555357559926,0.004294209181966688,0.003944101587370264,0.0017515644953988339,0.012740453770189664,0.0031707155271510665,0.10022246456415959,0.01768455660190932,0.0031443330165805694,0.0024621327495500016,0.0031206916376296913,0.0015121943145925527 +8,Vis,-0.010642051151647855,0.157016243430891,0.024845273172009918,-0.004448482210519589,0.004348011691488666,0.003928064027789002,0.0020319198462306954,-0.00837654623830859,0.004758298697231605,0.16015109106819495,0.02287525866249561,0.009012165087714385,0.0024001462220628435,0.002508791330983073,0.0008839818173881685 +9,Vis,-0.019209059729914983,0.02910911013991304,0.0032102663737187606,0.016429274825391672,0.004484331811224283,0.005480496435179805,0.003122974658621314,0.010948778390211866,0.0028350280632899504,0.05377070335041993,0.009999447078294959,0.007946985502277615,0.0029409613773223055,0.0039050041326178287,0.0021531950025058992 +10,Vis,-0.014458012747659234,0.12142565169766155,0.015737005938628864,-0.0005837063882141224,0.002794510489836205,0.003221366433247508,0.0012890526749802327,-0.00380507282146163,0.0027449799501506776,0.11493906131396936,0.013759568428963122,0.006714548057469627,0.00346519156157785,0.003830917516760524,0.0014934449246317989 +11,Vis,-0.017119962378103856,0.03307487086751968,0.007763268835149561,0.007125238596996675,0.006903994978325516,0.0023485339409866856,0.0018779407699445374,0.004776704656009989,0.0054044829075257095,0.08032123696036446,0.008075213128865086,0.001886258468617008,0.0036646041895553078,0.0018608563385454247,0.0015148350853218355 +12,Vis,-0.01570910742968123,0.102086817433193,0.011182095704867704,0.0011711175974223665,0.0021925026346014467,0.0039245253745874955,0.0018628706460254686,-0.002753407777165129,0.002192120083814374,0.09850745614428622,0.006324666707152698,0.006001961393691135,0.00192065703430878,0.0030092528242712914,0.00107890550477565 +13,Vis,-0.014755162941932704,0.07293489156929078,0.025953823044184345,0.0015389845427830283,0.0037219335704829705,0.0018988364250722034,0.0012660495445561304,-0.000359851882289175,0.003302593842976979,0.08781003939986247,0.03128495920425728,0.003254720249066012,0.004378345690344169,0.0024515930712756483,0.0015759367151520042 +14,Vis,0.003917310786287712,0.01095486658672118,0.0037239521732852763,0.007312127109393019,0.0031784574244232487,0.002609540542718691,0.0023449777098649327,0.004702586566674327,0.0034309292518247343,0.019784331567811363,0.00852880576763187,0.0007751960247379897,0.002538467232880456,0.002315537392388811,0.0020477392746906286 +15,Vis,-0.016688741466775174,0.0077849181690695214,0.0034258539216669415,0.0026321128093888648,0.002090616807368754,0.00038503155287799017,0.0013719961602650268,0.0022470812565108743,0.0012600298990837109,0.04299278534431401,0.016539535710699417,-0.0013849944435141205,0.0015495165174103005,0.0007132138915885156,0.0008368699394987006 +16,Vis,0.0032937696306503347,0.014715216736713633,0.012106363815325573,-0.0024713725209566163,0.0024322351930166795,0.0002633673553956939,0.0006065648365964184,-0.00273473987635231,0.0024667914365176305,0.008657199987250074,0.016510986035481328,-0.004087330304182513,0.0021486842266155667,0.0006433273654256055,0.0007845245721396502 +17,Vis,0.0038730808120274636,0.004424056141289201,0.0039630926774706495,0.00289278404017852,0.0018963934994387938,0.0018825239318284836,0.0014873335410006286,0.0010102601083500362,0.0015457149147695345,0.00020311381050051037,0.005242141818741362,-0.0012955230907410798,0.002003658012792375,0.0013342342206027924,0.00110357262192625 +18,Vis,-0.015158500660576115,0.020577717327314372,0.003716505944119959,0.007619915416273426,0.0037143920182786897,0.0010385734000383895,0.0017844574718067553,0.006581342016235036,0.002979423953914117,0.0630964469384793,0.014577855501456486,0.00036713670148458277,0.0014332423643329576,0.0011285205706040413,0.0013805498897111852 +19,Vis,0.003113790530144228,0.0136586842753194,0.007991195146598717,0.011029392912795855,0.002175145880238764,0.003121837525941995,0.002577686135449031,0.00790755538685386,0.0014690304660300445,0.022622380373656138,0.009754355693848424,0.0029241087917926344,0.002423951596611477,0.0023726593287417773,0.002038164965900818 +20,Vis,0.004494501433661629,0.011534887440320118,0.007147875528967891,0.005321840542946821,0.004146748308237791,0.003042076146408257,0.0023769848256634685,0.002279764396538564,0.0027851385729474876,0.00896826100012702,0.008624752689896351,7.960274139313661e-05,0.0031656675626946817,0.0021434567114874126,0.0019226283059610196 +21,Vis,0.005492144985575163,0.030044692130072104,0.0128223360395341,0.012787389776460923,0.007814003751657958,0.003919504247269212,0.003354019538791517,0.00886788552919171,0.004619681966279006,0.03638284258756701,0.016385348683199793,0.007315577251359029,0.006803120549763598,0.004503238876654647,0.0030143902227164746 +22,Vis,0.005673102787660827,0.031314242923333846,0.011897309364002519,0.009413917324970966,0.008522963317969954,0.005384840790373646,0.003800938740130808,0.00402907653459732,0.005581250934420974,0.033086739664045205,0.01671591418771324,0.00402122014460411,0.006660323143994196,0.004266955743460055,0.002984746642214545 +23,Vis,-0.013853547252747681,0.07143356835948636,0.031064947234023647,-0.0006987444379005003,0.00984322889156188,0.003910480330530497,0.002111198086590221,-0.004609224768430997,0.008348788734956682,0.07392184990399957,0.028583471218912148,0.0022579583674297464,0.00454548186969679,0.0031930259375023253,0.0017586220207909354 +24,Vis,-0.0003517668724012591,0.061146598271660094,0.034609368920439754,0.008852921636163202,0.010091334383742408,0.005582778850031378,0.002732183925347164,0.0032701427861318243,0.009058808858706571,0.07419722631731258,0.03935045213680763,0.0052261167663784965,0.006901682033393878,0.004727359487594662,0.0022528353502134636 +25,Vis,0.001775475605833709,0.028537010711942323,0.008371961773306923,0.011785424248517029,0.004389076898558257,0.005355528424397016,0.001956007592020845,0.006429895824120013,0.0032057782201279786,0.026273815971322455,0.007922823790619414,0.004699438713840464,0.00420184609699844,0.003873403359278038,0.001170786551260343 +26,Vis,0.005258032899666066,0.020297509066181108,0.012142152957017895,0.006737875014376393,0.006752691339303307,0.006806744753219229,0.003225810729255047,-6.88697388428361e-05,0.003914425354519132,0.01014148055196793,0.010977191561466718,0.003462184135153068,0.007543901664421979,0.005309871869402483,0.0024568609615167156 +27,Vis,0.005896451779281862,0.026851476411817465,0.008503500697251608,0.012353191622022596,0.006249006605324736,0.008542587961062064,0.0025985603392465135,0.003810603660960532,0.004193886671362163,0.015543877963618846,0.008117608817480693,0.008693826902602942,0.006094960312339278,0.006877025448324403,0.0022860074589266532 +28,Vis,-0.002823299330136365,0.0372122913058484,0.007169847552824496,0.0120549429551557,0.007737365127040788,0.010163226923537416,0.005820880190176847,0.0018917160316182847,0.0029443753434911847,0.029822546035908948,0.011132110633874308,0.009144493075745075,0.006262452719024104,0.006848197380485921,0.004274400181640205 +29,Vis,0.006016578567281696,0.025879133873141245,0.007937604748855718,0.013955350245961307,0.007788464149717079,0.009559671453546303,0.004093563153374875,0.0043956787924150035,0.004308301926754647,0.01568424207982073,0.010008225035454522,0.008363663080615358,0.006616959753364072,0.006850538611863355,0.002326341123801984 +30,Vis,0.004629741490719475,0.02550188107240048,0.005906152071988109,0.012580033805655177,0.006174796154405494,0.00946401303849509,0.003316240968920815,0.0031160207671600882,0.0029912830317536726,0.020148349646124976,0.0061926616032076534,0.006922174221493593,0.005670725406763407,0.006746648798279531,0.0025278721987852595 +31,Vis,0.005967502704608958,0.022637201086816904,0.006782918015915129,0.02709874641193839,0.0050559437908927665,0.020062646411513917,0.0016829452257397354,0.007036100000424472,0.004309853745538447,0.018172453281872246,0.0058240496003768285,0.017566184512694604,0.004918936357469102,0.013062671759521605,0.00041599813805223923 +32,SomMot,0.004372401356973913,0.013949290230146771,0.002731931625970134,0.013086871629412888,0.00614515617308755,0.00996563237665209,0.003459364860272062,0.003121239252760799,0.004124494702004354,0.006344787147491715,0.003613810219219747,0.005467403906940315,0.00460514518686127,0.006440815236111952,0.0025871034200297557 +33,SomMot,0.0058465175902485626,0.03214324477506862,0.011224403574031672,0.018594835819244836,0.008934039005321633,0.013929373629623144,0.005056369820935913,0.004665462189621694,0.004141367948533201,0.018723052345046433,0.01046110691345197,0.014515573452609254,0.00837700147093135,0.010659440581506096,0.0032179321203395553 +34,SomMot,0.006280169843544676,0.046724323425379154,0.01331600619752234,0.01435862727632553,0.007840876489447224,0.008338080436210227,0.00447306379412298,0.006020546840115304,0.005175355054838187,0.037710237450869454,0.013329585811530733,0.0109622118158329,0.007687563236214994,0.006387443222681988,0.0029829513200961074 +35,SomMot,-0.0077117727602253,0.048483557196009254,0.025214979322033038,0.008227110149647077,0.00604493806198215,0.009294676439524262,0.005346709858536663,-0.0010675662898771865,0.003200786418415761,0.04475667322953023,0.028281995331008745,0.005821777936129324,0.0053893528230750855,0.0063983284606125455,0.003090262889589811 +36,SomMot,-0.0097495520034319,0.06408398207248008,0.02260201986639101,0.009663733734979352,0.004896481612291417,0.004764023983185495,0.0022453930417856358,0.004899709751793857,0.0030473945609891507,0.06476812781473104,0.025176089584740362,0.007013307148479542,0.00486906324406884,0.0032323528626128084,0.0011602934742351008 +37,SomMot,0.006096031406437851,0.04402094677550907,0.012664707290350718,0.018138526062479742,0.00810883069544193,0.015867535871426797,0.005596814756275338,0.002270990191052946,0.0034192618185540933,0.033685120833885064,0.00978864122960843,0.01608790639045803,0.008018695984242362,0.012572717951346757,0.004027400456606558 +38,SomMot,0.005363115627002212,0.02191265784222196,0.00839688174274259,0.015744620316710155,0.006624802129926332,0.013612977361662181,0.004486780211562903,0.0021316429550479743,0.0022343926972049465,0.016318653743284096,0.005913487649300626,0.009558495086227881,0.0056848068404087276,0.008994219859625386,0.0027958825880352715 +39,SomMot,0.005972779524181108,0.02612764606551361,0.004435187430967821,0.027803942060288446,0.007180408142560589,0.020319379241042945,0.0040901906592261394,0.0074845628192455,0.0048849512540311306,0.019932196505984344,0.004846454312532885,0.019629623774742845,0.0073618319277922555,0.013699323833171361,0.0030544992001132172 +40,SomMot,-0.005298152133581005,0.03521669574481958,0.00790978451842613,0.018260327102759377,0.005437534802451613,0.006591852955926925,0.0032222775833337827,0.011668474146832452,0.002977227612200771,0.03489293932792168,0.0040426099175917395,0.010924111630851807,0.00501020085499682,0.004164369003363588,0.0014831021573088173 +41,SomMot,0.006218767246157334,0.057758314234802224,0.011855805539602634,0.01816237719048721,0.00496220184577925,0.014781204832677175,0.0038879737957752693,0.003381172357810036,0.003288171169312444,0.05056035147227496,0.01142128823914613,0.016695136293304057,0.005983746532391569,0.01166157754438526,0.0030597730905737312 +42,SomMot,0.003637580683620077,0.03279468624153159,0.0158409944649456,0.006262468208824612,0.004487737894697554,0.007642164762508896,0.0057143805311535255,-0.0013796965536842843,0.002228642568304835,0.027665151224522712,0.015860658730114902,0.0043076565707594215,0.0046018375765022445,0.0055762628981844255,0.0037143310589484975 +43,SomMot,0.00626988090863298,0.04483728587344664,0.004475162236576094,0.02460832172636791,0.006805439911703105,0.020687242554606744,0.005220917192844418,0.003921079171761166,0.002931051913102134,0.035200346162228155,0.005978450359287336,0.022118469369222703,0.0056050120162727994,0.016177861289130437,0.0034099355401160116 +44,SomMot,0.005874398284247609,0.02789566785873403,0.007992839077085883,0.010004198112043783,0.00721391409520328,0.009921482367451651,0.004187572023029771,8.271574459213226e-05,0.0034317853981126988,0.017575333719790653,0.008880003315302492,0.007458815838036825,0.00712855078411202,0.0073474654425203624,0.0029778905174804083 +45,SomMot,0.005735901958453074,0.019413937626125467,0.008270883294262416,0.010068751793433783,0.0053516385956310026,0.009707314441729564,0.0031609267255892862,0.00036143735170421907,0.0025693354372698517,0.009507792305034046,0.008857276616541739,0.00592435278448622,0.005375877956947767,0.007228731632977992,0.0023050945917020556 +46,SomMot,0.006002331841764237,0.026448345740803347,0.011337656412965037,0.006760079000807484,0.005418603143638151,0.007938303894557608,0.0035320876662949686,-0.0011782248937501239,0.0020304384173683064,0.013692400924205895,0.009709464768226055,0.004686451174846984,0.005909660113368962,0.006359637948687569,0.0029643077787487675 +47,SomMot,0.004373488313772833,0.054397782827389364,0.014921569221686701,0.0025883135545021973,0.0027887745167911207,0.004776141067012474,0.0017558896089944864,-0.0021878275125102762,0.0025514484147442043,0.039594960445247,0.015625141642222683,0.004806940048052266,0.0035418065386543605,0.004358435225589319,0.0017565214028868804 +48,SomMot,0.005677417560596046,0.01879124129414398,0.007352052743511154,0.012537619205093132,0.0070161937054631475,0.010188257645383003,0.005021714409296032,0.002349361559710128,0.0022920755175498972,0.014662873657642184,0.008063441737205286,0.006888936597441187,0.005916377970771888,0.007187880416595705,0.0029798783503826773 +49,SomMot,-0.005938521885033965,0.08400286634692358,0.0247328042706364,0.008461044801348194,0.0036115194917707887,0.006347757963528533,0.001852062372104871,0.002113286837819661,0.003363382761694915,0.08307252805074913,0.028588103195868013,0.010319335647151196,0.003155224788488405,0.00598372455258731,0.001519238415838055 +50,SomMot,0.0055886079196915345,0.00876753002057915,0.0027254165086405702,0.00266569128500731,0.0025436812740365694,0.005217247440261486,0.0018317714683085838,-0.0025515561552541754,0.0008487107264032945,-0.005907352700763413,0.0024483764699927925,-0.000491222938536362,0.002686255845958309,0.0036274165284174266,0.001538973147984179 +51,SomMot,0.0055693217312698644,0.04747744196812691,0.004716203353668175,0.0008068655052629881,0.004464722266029079,0.003584668744289865,0.002308172165522084,-0.002777803239026877,0.003524410829763063,0.02979366211140071,0.0046133501880959585,0.0034010044899447146,0.004067659609837681,0.003430194124607611,0.0018866497193886895 +52,SomMot,0.005378035725677252,0.02858472654264623,0.007645889700990958,0.00416899224095244,0.003855719072130524,0.004744959290064377,0.002187432949164576,-0.0005759670491119362,0.002738552965199322,0.016451983219720568,0.007480616768292554,0.002787597066810643,0.004150461435451505,0.004237807010855544,0.002214337175720428 +53,SomMot,-0.008152651159703681,0.05573653809105159,0.021627266633544993,0.013708746683093853,0.004242017617316469,0.0024116367895058223,0.0015519091075707114,0.011297109893588031,0.00392942891417087,0.06259392896005211,0.027304323702356068,0.006216391425073709,0.003096004817072706,0.0019293877805500958,0.0011721987977458834 +54,SomMot,-0.008948968469813271,0.08179628061066377,0.01544961360255183,0.024229597214858088,0.0035985584852283588,0.000506913927785968,0.001850053357553612,0.02372268328707212,0.003440212273944833,0.07896571134884231,0.013410588434507192,0.023442272037469247,0.0019887745263528207,0.0005862043079493783,0.001012538837023087 +55,SomMot,0.005986620688871678,0.027214252617589318,0.010813209802719511,0.014298259036435246,0.00504993952002067,0.014749907660413642,0.003737901973022433,-0.00045164862397839567,0.0019829391535323613,0.019454040483113277,0.013206815351493886,0.009792667758492657,0.005536249520365929,0.010885234241307228,0.0030339492808713273 +56,SomMot,0.00535435419074742,0.029811534100453785,0.007357784649340108,0.015052350504135625,0.007289135604834792,0.013364297852050422,0.003490219963923556,0.0016880526520852035,0.004932334456395943,0.0247612736900908,0.0066766916858274,0.010885555022217974,0.006814363689485092,0.009214886962891744,0.0026400245655729205 +57,SomMot,0.006143601023746585,0.035105203192054325,0.010565323444123436,0.01916937544648296,0.004475799691666322,0.015913285090171536,0.0029350833482439083,0.0032560903563114254,0.0022249602853878603,0.03041755237096728,0.012898266306843936,0.013046103106585227,0.005157855594475635,0.011775688399209528,0.0022454552932064022 +58,SomMot,0.005562903321964925,0.0161988752658746,0.006509069872572263,0.015482805690833889,0.004032702100073814,0.015744285240071276,0.0019744813842555962,-0.0002614795492373867,0.003234888484036046,0.011461859548027763,0.0025197254578081833,0.00748516806634687,0.004833194098175542,0.011184924492114034,0.0020978755273280505 +59,SomMot,0.006111632619446168,0.03830852452002105,0.014409476725682269,0.01308417748702968,0.004275449158387228,0.012555140974807588,0.002526620866962412,0.0005290365122220919,0.00392037360991911,0.031191669788248454,0.01573619795024715,0.009454722158394735,0.004505937760621914,0.009603475882235157,0.0020132478958083725 +60,SomMot,-0.01302758038674154,0.062112254496811306,0.020224127735966033,0.007464624231146933,0.004559908487911642,-0.0009209819828547072,0.00032670326973037277,0.00838560621400164,0.0046118172998532644,0.05482785325251951,0.020483024685851496,0.004235312879009001,0.0027384586496953947,-0.0002096888663678742,0.0002866679824862604 +61,SomMot,-0.015414553030039897,0.0605592347361501,0.013492409327102616,0.006308592880027386,0.00482912171196977,-0.0003047659262811475,0.0008273103565272277,0.0066133588063085336,0.005208085370554929,0.06427549388140334,0.008517199789778435,0.0059882795317363294,0.002143022223824906,0.000598597898020281,0.0007162005327368999 +62,SomMot,-0.014470645600189009,0.07680654790679009,0.016790492661042617,0.018060123600025756,0.0013141378962347689,0.0005904569839816798,0.0016940672897075122,0.01746966661604408,0.0024107328198016216,0.0764001474468456,0.019563220374702713,0.013028352351563587,0.0013606320782004004,0.0006603752255595729,0.0009301715198335412 +63,SomMot,-0.014739510666119997,0.09887386589457074,0.02004755558839953,0.011171486646964168,0.002457021041977267,0.0034199876605600643,0.0019705199529167026,0.007751498986404104,0.0036991262791264785,0.09554302059853825,0.018635634970616505,0.012797123884933547,0.0027584248980836367,0.002826915666774554,0.001378374322871784 +64,SomMot,-0.004269703244357111,0.11294827063881704,0.03125352933145363,0.01459310487182266,0.010229017639292143,0.004818327019494984,0.0035872384089950405,0.009774777852327676,0.00724200359028348,0.1163161731016236,0.027001339718752466,0.019388331907374257,0.006477610467969777,0.004919803629601938,0.002817289308442311 +65,SomMot,-0.013789302739104985,0.09964010306800217,0.019548999124436695,-0.002508384765428495,0.0030101965260930573,0.0028618178002581375,0.0018675139648375578,-0.005370202565686632,0.0021160723336467353,0.0932111969566444,0.016761261840027727,0.004745702114414496,0.003052454836422658,0.0031076015146275894,0.001739508612063058 +66,SomMot,-0.013433046015868708,0.13047929263965502,0.008048398839935836,0.009928825473850744,0.006078740245152727,0.0019968388690519757,0.0018156598601596998,0.007931986604798769,0.007584640943318868,0.1255167974105726,0.00861600573600312,0.01647087508595877,0.004290833046801758,0.0017838900455351414,0.0013793802608357858 +67,SomMot,-0.013599204391367725,0.1609145518854356,0.021428878503135174,-0.006829334929330755,0.0020684753592020134,0.002333957197222314,0.00106900383791223,-0.009163292126553068,0.002119541167653093,0.14427323302156328,0.021501472064530618,0.007851983681267227,0.002496445462526591,0.0038458570808297178,0.000829901193742905 +68,SomMot,-0.013661624176126045,0.10750258658580758,0.02170716742405478,0.007307411412646037,0.003354871139423829,0.0014799667175317665,0.0024175289160306835,0.00582744469511427,0.00476896750984485,0.10303194928121015,0.018084836229875986,0.011721064426405614,0.0023136029783435356,0.00175716444036762,0.0009854200419142545 +69,DorsAttn,-0.010590091767855535,0.037670153832364564,0.014023254842985248,0.01749801787180494,0.005237200217414631,0.0035268415094512175,0.0011351884210446534,0.013971176362353722,0.0049720931287601695,0.04943636576634767,0.008214144561511632,0.00912941079031182,0.003739961400073311,0.002586800692254676,0.0013273477093362328 +70,DorsAttn,-0.013159655661564691,0.09922917357991587,0.019747709127323175,0.00891028741383475,0.004403007237730761,0.005231167498570155,0.0031426330042502227,0.003679119915264595,0.0035998825486155133,0.09628226075226523,0.016709267240480673,0.011440957705706722,0.004537504917567948,0.004059866719797123,0.0021567395874320786 +71,DorsAttn,-0.012605508096287563,0.1358151845777715,0.01951155719518879,0.0032864488258248724,0.0013937115271124847,0.004031449324577418,0.0024126605551551706,-0.000745000498752546,0.002623268237346735,0.12977367132660494,0.015727255533501922,0.011895656281262101,0.002382216541536868,0.004206806715060307,0.001166771768681571 +72,DorsAttn,-0.0135605250688058,0.10371693755018378,0.02133543859584781,0.005232165954815104,0.004063379338638057,0.003911564698828629,0.002456592093674161,0.0013206012559864755,0.005113924378401398,0.10209549871403037,0.01985894384213296,0.008084391322053141,0.0034879575617513875,0.0033879899249866564,0.0013088890479994709 +73,DorsAttn,-0.012643119623543756,0.12511341582403274,0.009514133485088477,0.03040624533984706,0.00735471613322933,0.0017598021234920048,0.001249035327510213,0.028646443216355056,0.00629753874132855,0.12660212878178304,0.005961353574314899,0.034159901121158166,0.004741805520718281,0.0022079665642031456,0.0011704554349625746 +74,DorsAttn,-0.010997154316604254,0.07201331536620188,0.00821195265811516,0.008713618683944113,0.003183151966086284,0.006309908257066033,0.0040928457756295965,0.0024037104268780805,0.0018525138157871766,0.06919385119494019,0.008313786936565377,0.00957355630158574,0.003069961363277449,0.0040002984727508075,0.003287500932858899 +75,DorsAttn,-0.010847622169976676,0.0728186962492123,0.020620380741609667,0.017236536097731636,0.004329367147439309,0.004382082120110642,0.0028245793375936083,0.012854453977620995,0.005476511454416941,0.07457385450036076,0.021124839023523852,0.014818100378780352,0.003340573614791862,0.0028385554478598473,0.0020327954153649633 +76,DorsAttn,-0.011693665267077165,0.10332608346725163,0.018910628376367644,0.01148803247725878,0.0015083680871562197,0.004659409347470178,0.0025808441499248287,0.006828623129788602,0.0014975642456642206,0.09183553025430143,0.021769136580416074,0.016053506689419673,0.002377226805727099,0.002956210569914397,0.0019070368759954526 +77,DorsAttn,-0.012332983126936413,0.10991769588522407,0.016744824961382004,0.009154588873209524,0.002591120403311721,0.0061895954783536935,0.0033620280244964465,0.0029649933948558303,0.003198504218962866,0.10388782334491323,0.014622519311005945,0.01286570567135159,0.004168011680125364,0.004072794474519336,0.0021043312135346254 +78,DorsAttn,-0.012406268204038328,0.1033390312001398,0.023411486614336743,0.0028801640989305267,0.0029004949891846786,0.004693913346789325,0.00236522739295586,-0.001813749247858798,0.001965188683159575,0.101234018669025,0.024541190430557632,0.007006780891016762,0.003989555352941855,0.0031747747448591657,0.0011200641907598472 +79,DorsAttn,-0.010336546836418775,0.14261419923209512,0.007407364327798127,-0.0021238868961609646,0.002606514938238508,0.0024904149930648376,0.0014666822867868835,-0.004614301889225803,0.002799437784523178,0.1311068303023719,0.007381501163666963,0.008661348489557663,0.0020687107925367767,0.003684972520383334,0.001200706257761449 +80,DorsAttn,-0.011828717004173803,0.16421473300669354,0.015578559671113587,0.002918662070373346,0.0015707743753706376,0.004561011464841491,0.0020050075457964064,-0.0016423493944681456,0.002927611285529722,0.15938279072794206,0.013975602771709592,0.012671132917898032,0.0026302642965633427,0.004814642762378996,0.0006289018974757997 +81,DorsAttn,-0.010401018113502717,0.16744886935912606,0.03731098667062272,0.013450705186774093,0.002891957464771523,0.002654382003039135,0.0012124149046648938,0.010796323183734958,0.0028260768574087476,0.17062008544987184,0.036176977435479284,0.01869459894295864,0.0038857947710186315,0.004100594454523954,0.0010715944076511764 +82,DorsAttn,-0.012214681180751502,0.033123755149647716,0.008600641613913676,0.01261006862256242,0.006693540014947512,0.005160477362333849,0.0015604969081972338,0.0074495912602285715,0.005324077603797077,0.03564834834853261,0.012625924964002442,0.00483284925713352,0.0026081670981739718,0.0037468298942552767,0.0007847514311194257 +83,DorsAttn,-0.011224996277154835,0.11836016916716718,0.024863994444740432,0.015023462649709973,0.005953312668265044,0.0047895749182676585,0.00315717361530838,0.010233887731442315,0.004768475456022504,0.12221785219381313,0.02590082554918129,0.015707913448324874,0.0041996635710078245,0.004191218070340619,0.001944381898417734 +84,DorsAttn,-0.012790741293073291,0.10147697628152035,0.01529360860509606,0.0076665159126374505,0.004819822906015596,0.003971778391143909,0.002816261476788124,0.0036947375214935406,0.0039317165441341935,0.10330227205497784,0.018354520663034946,0.009295343787380395,0.002282631534108365,0.003054916403278063,0.000706815557013026 +85,DorsAttn,-0.013144065390652182,0.07438846727376378,0.008533815597625845,0.014795614833857251,0.006362507926526192,0.0012248182221608506,0.0008267781598300602,0.013570796611696401,0.005766503840356747,0.07093713280352103,0.010896710577008636,0.012846251433859224,0.005389283601106283,0.0015007790918445175,0.0006199776405996333 +86,DorsAttn,-0.010948667435270858,0.09415739383637736,0.02680192249777543,0.0176282293831288,0.00667380920827693,0.004381909232786074,0.0013706959136804316,0.013246320150342727,0.00748238001356598,0.09425664686435675,0.026112769725163423,0.01692068875587527,0.002939236716501501,0.0041242959934501,0.00109543350423311 +87,DorsAttn,-0.004820178447253837,0.054125860793119276,0.011665054896796407,0.01338045602443505,0.004991931351511039,0.003447575510169165,0.0015984716846905698,0.009932880514265885,0.005219489635327053,0.05430703825558547,0.0141718448821513,0.011184536571784665,0.0038629987047542175,0.00358145354740258,0.0013841787250837177 +88,DorsAttn,-0.010648184890611864,0.06332088890325072,0.012843918787228679,0.027995686838187473,0.004973277633146437,0.005779207178049739,0.0016440433343029907,0.022216479660137733,0.0036257195911564483,0.0674891569260317,0.009215491937331571,0.024461215810552227,0.00496134799041682,0.005183963861408158,0.001314069987109001 +89,DorsAttn,-0.0009404471901594835,0.03041045853566813,0.0070482164448553595,0.00801060133328706,0.003135202369903146,0.0015384899936743857,0.0015809288141427212,0.006472111339612674,0.0032628150992222845,0.009569012930266508,0.007007944587062224,0.008860825835344732,0.0029347211765915165,0.001406327436601118,0.0010352365223384168 +90,DorsAttn,-0.0029217759484816783,0.02311753274077366,0.005058203355153637,0.004682838234126607,0.004998147180765857,0.0023327527287655193,0.002370596806035887,0.002350085505361088,0.002954627652952739,0.007109368788281212,0.0034439047702816876,0.0032143105648965832,0.0037749694303732604,0.0019467334604701624,0.0016813227830495606 +91,DorsAttn,0.0012623917328988515,0.0072488181364417596,0.005278836124118356,0.008806159706339911,0.0037319925714735937,0.00651280126415219,0.004326959143415679,0.0022933584421877206,0.001978403367267786,0.001129617894108348,0.005223277918154244,0.003000487078469405,0.0024628133305647313,0.0034035054508217756,0.0021630430643694363 +92,SalVentAttn,0.0047904427972880245,0.03119143478206854,0.01178753936562738,0.00013202160789194117,0.002168026189869589,0.0002506406695071739,0.0003330709175394648,-0.00011861906161523273,0.0022763965522173122,0.018770510080283697,0.010402329133001698,0.0011952874274899772,0.0025919478280593696,0.0008089216207844308,0.00052955100532797 +93,SalVentAttn,0.0006589737474618188,0.018709173484318574,0.005921534288592209,0.007739751203221612,0.0029411393851696485,0.0015686731380235353,0.0007664746904197465,0.006171078065198077,0.002714072503145627,0.012015717793824886,0.004392655845484924,0.0027992895018469355,0.002078655141059698,0.0008534029425261158,0.0005727124974598694 +94,SalVentAttn,-0.008794825259262798,0.04226123630383087,0.009478373455006649,0.01523828200759283,0.0023525511459293533,0.0014909370680734834,0.000543784324083621,0.013747344939519346,0.0023786786757307,0.041952604456164555,0.007200364502980364,0.012450177663616602,0.00219816291434841,0.00129712170762184,0.0004362471634066504 +95,SalVentAttn,-0.008023630556487643,0.07927620099950464,0.011707050596395126,0.00864471549399044,0.003638084762815912,0.0027228917403133712,0.0013609150323073984,0.005921823753677069,0.0027976422177004054,0.0754004817736631,0.013156988924887647,0.009171760216179358,0.0034041995084796925,0.003309367656838047,0.001128520297632971 +96,SalVentAttn,-0.006905376919497417,0.1114456928213319,0.010669825832435378,0.003570657009132261,0.00554971872906276,0.003505899875968632,0.0019105509030190372,6.475713316362874e-05,0.00522353092481079,0.09701643292722675,0.009052698072615658,0.008431836293564077,0.004035275872008504,0.002938221316497969,0.0012166387289162801 +97,SalVentAttn,-0.007058871595413621,0.145221172293994,0.018922299210047913,-0.00312021987989477,0.0036870175429268744,0.0032311869644533696,0.0013578446725143673,-0.0063514068443481396,0.004279244870085693,0.1309809647484827,0.02036964237775147,0.007894063884498759,0.002462588917606587,0.0038530807912907196,0.0009230538571995693 +98,SalVentAttn,-0.001989720571555342,0.023969675490192622,0.007803416257341968,0.00453856461431541,0.0039637897234839695,0.00224707554688095,0.0016322417975216212,0.00229148906743446,0.002617192491597293,0.01788749541300507,0.009017866185799108,-0.00037956501605194146,0.0026568377060565075,0.0017566187107075138,0.0011727887968606997 +99,SalVentAttn,0.0017464175084282454,0.01124739947060105,0.006903123320825667,0.009547650257118212,0.002556414551945369,0.0031795446101176017,0.001693862372949539,0.00636810564700061,0.0018548224915982214,0.007786795497103127,0.0068234216923502315,0.0031962657952086192,0.003549180755255288,0.0019693836100275197,0.0015442935624766154 +100,SalVentAttn,-0.007460662267203216,0.051707247021908744,0.011511754748532397,0.018462689010583833,0.004180107080309486,0.005095856857467851,0.0017364844513722353,0.013366832153115982,0.004138377050846505,0.05938182453906362,0.010077133246919003,0.01023110336446469,0.0027002139125780096,0.0034934755516182747,0.0012000537789831828 +101,SalVentAttn,0.005879499754687011,0.038075774416372665,0.004250993218630178,0.03500750481081498,0.011664640646164745,0.016551909526444607,0.00659138165264702,0.018455595284370373,0.005244676057624135,0.031164617844139486,0.00407757351542796,0.02994830308266714,0.011299783084638342,0.012711815993980413,0.005267859602408051 +102,SalVentAttn,0.005536016844674024,0.02561072188812421,0.011337993195626249,0.0194850758549197,0.008973138293142743,0.010661096890700139,0.005267782822874822,0.008823978964219558,0.004077290201797711,0.021266139457345967,0.012214606663282382,0.013508041002019144,0.008227059953646164,0.007723537320755591,0.004053730307187446 +103,SalVentAttn,0.004117963335326355,0.021339854940724635,0.0067759645169828304,0.011361326162595086,0.005443414835337559,0.007438119229867435,0.004490772237761504,0.003923206932727652,0.0019940798965795608,0.011816845142411636,0.007567001413914133,0.006762108213665252,0.004432417708883338,0.005185491254502206,0.002431575055511454 +104,SalVentAttn,0.004639315646656735,0.0032218305979951232,0.002826711265459013,0.0057494143018056885,0.005538532168482978,0.0030881657352922255,0.0026121045434067966,0.0026612485665134635,0.003807606223119682,-0.010526729947578195,0.0023653435942743817,0.003391732835847083,0.006652728603862547,0.0029796578997883794,0.0026683602993322468 +105,SalVentAttn,0.002319774219553485,0.00853751522120103,0.007595396754339664,0.0025219018557376184,0.0022755558919901123,0.0034882988939525907,0.0023448755212728566,-0.0009663970382149722,0.0016318866655727496,0.00444219464597242,0.007362901796123222,-0.0031126656969403975,0.0014636536130670965,0.002129558003323173,0.0013434271173862061 +106,SalVentAttn,0.003511315435056476,0.026265145413978487,0.009432355298491292,0.012640970688335829,0.0031483225591451783,0.002942126408354806,0.0007318669716098354,0.009698844279981023,0.0025736233035461636,0.02173866480541866,0.008204242133640472,0.007566692502693595,0.003409869720999665,0.0021304781215656377,0.0010773859867297829 +107,SalVentAttn,0.0056478827819210495,0.03548615407219315,0.009056756246843907,0.012438309774298273,0.006143719582139646,0.004396190982792492,0.0015710370709173744,0.008042118791505782,0.005495067028989974,0.028000875786553546,0.009687108172787187,0.009068627169512688,0.005148050580151851,0.003366107387081585,0.0010548862492553682 +108,SalVentAttn,0.0051650910362417155,0.025590926006797333,0.009238461741863229,0.012973031233781818,0.0033844443976569476,0.001570153598968016,0.0011555561699855537,0.011402877634813801,0.003779635525867465,0.022113762081956433,0.009870812002759688,0.0063604334111719615,0.003506447411195515,0.0008435992121966329,0.0007401517408182771 +109,SalVentAttn,0.006664142962207661,0.009675138174822883,0.004091191657008679,0.0027408851340210427,0.0034285408016451638,0.004761892443732751,0.001659014728786296,-0.0020210073097117085,0.002525712219329575,-0.003897467061035198,0.005355736783231917,-0.00012107285956679537,0.002974230832402763,0.004198256758919561,0.0012973720861648246 +110,SalVentAttn,0.005411506334966826,0.037463903210001946,0.011909816336103378,0.014199684642114652,0.007946121089013273,0.004691341617049627,0.0018575514542330607,0.009508343025065025,0.006328605975676043,0.03048750650986858,0.015201165234414376,0.011278804365685602,0.006319601529410898,0.004863474939423273,0.0019477403997915676 +111,SalVentAttn,0.006461763171661011,0.006026708573161765,0.004135299678707305,0.002983022413440306,0.006669229486339964,0.005919959914347817,0.0037380649332909833,-0.0029369375009075105,0.0034392671284654754,-0.010127296217981585,0.004704425097623682,0.0005401293489896153,0.005118820145260564,0.004174760618989581,0.0024974019955165553 +112,SalVentAttn,0.006288163029604717,0.022338047155692875,0.008987660585567632,0.014614704237260523,0.007240252017721104,0.007810793219693557,0.0028888452552233304,0.006803911017566966,0.0050096042445117684,0.01216029413234616,0.007610754955666566,0.009655992885971276,0.006580613884379733,0.007182184305310502,0.002189944968202751 +113,SalVentAttn,0.0065520711546125324,0.020745430942476384,0.008399477003936414,0.017819140421560097,0.006325475487911088,0.0027561324916026697,0.0020124732929372325,0.015063007929957429,0.00715455627076834,0.01672660223278046,0.013350174893008116,0.010110390732388664,0.0050146367476739005,0.002514827095020289,0.0010920589430710667 +114,Limbic,-0.007917633241049079,0.0008335512150785985,0.0006612744777028288,0.0021059256653117586,0.0014255594309062597,0.0008208645480887178,0.001680705313641385,0.0012850611172230408,0.00215348507654942,-0.01700337406846304,0.005412695497530532,-4.3469305828236494e-05,0.0014066605846655526,0.000534665993399086,0.0011237572521781113 +115,Limbic,-0.005055438437333853,0.007981001739545834,0.005225513204785541,-0.00208449688494623,0.004606662706825411,0.0029726903036932707,0.0026868366427013225,-0.0050571871886395,0.0027110356532647835,-0.011457484676473428,0.007798470706009771,-0.002366067929992255,0.003933155588722663,0.00266123369309601,0.0022010678540746913 +116,Limbic,-0.01241823153195613,0.0019598622866330963,0.0011365759720522197,-0.004164211476298929,0.0018116740603787388,0.00033840058774681214,0.00045499881672738063,-0.004502612064045741,0.0017563535075925296,-0.021278056149062995,0.001930298178994156,-0.00447121687822194,0.0011621367771442689,0.0004640864346890261,0.0004952072778158238 +117,Limbic,0.0047014210147577305,0.007073072777546896,0.004452955225224461,0.0035571810723877607,0.0053793118923975355,0.003200398743888044,0.0044937327158402224,0.00035678232849971624,0.0010643149619333487,-0.005389220064741051,0.00620576652869212,0.0006976792065136239,0.004435575013805626,0.0030079970272732792,0.0033178456905266648 +118,Limbic,-0.0149453807889796,0.01605727831047381,0.004806706143369407,0.005383548807739747,0.003514895334514526,0.0001398116390086468,0.0005907121730014712,0.0052437371687310995,0.003111596849137094,0.006833352072505483,0.006114426401360698,0.0021698182539980904,0.0026513325106721415,0.000343466152893801,0.00020250554377278373 +119,Limbic,-0.0011039792674738807,0.004722825041661572,0.0021182288936649075,-0.0012236962853663825,0.0022664592242127904,0.0009686293680547075,0.0009238571354445183,-0.00219232565342109,0.0017796820743587898,-0.009480649748810844,0.005460967323170038,-0.0017455642573408702,0.0021971671160057344,0.0015423377603441147,0.0011472009675740453 +120,Limbic,0.0040636813474975286,0.010658243587500537,0.004680004513033967,-0.0005088209810879096,0.001997757107550394,-0.0006732451726396249,0.0008154983504074612,0.00016442419155171528,0.0020554986520214995,-0.004077696667570474,0.0056381559210159395,-0.0021433758027044948,0.0016397254962252001,6.261875158088958e-05,0.0007145907196074137 +121,Limbic,-0.013554434409927619,0.08177537152538428,0.021382550302944905,0.02015836410713554,0.00613986181982463,0.005401678595887338,0.0026867060815300987,0.014756685511248202,0.006158877936326874,0.07631730170386294,0.02160636348505378,0.022031420814859714,0.004695469491651646,0.004313880464399266,0.0019925709174334477 +122,Limbic,-0.010803506635399994,0.07215353773074155,0.018173312409554894,0.002953598800054924,0.003243477316271171,0.0031683195110909558,0.0022593759014144657,-0.00021472071103603163,0.0034539521780120657,0.06327725692522705,0.0181720362897952,0.00658266344628351,0.002946258159421023,0.0024149796978565783,0.0017646228594168064 +123,Limbic,-0.003807428345892788,0.030698813473740594,0.005223010463546256,0.019830635622918848,0.004904381615282868,0.006787411741334881,0.0028126579539238454,0.013043223881583965,0.00596107989018998,0.03347689380940318,0.007436753307624376,0.01232637509038228,0.0036866021999754466,0.0043735424550693566,0.001404798614335086 +124,Limbic,0.003112415927603989,0.0543815180415246,0.007937443963037714,0.023311720290517046,0.0041603444018736314,0.006847182305011246,0.0031677083296984014,0.0164645379855058,0.003323743845322119,0.05704334885290589,0.00939706913071176,0.017973816480688697,0.005174952607158034,0.006628947183001066,0.0029644500312460617 +125,Limbic,-0.010162492984650693,0.0857030208328992,0.016791592052359867,0.014867442451258529,0.0036899093087813,0.0018034557378305838,0.0015322058240266443,0.013063986713427945,0.004465227096857966,0.07972237186807649,0.01471310602382826,0.0160438977650861,0.0025387156059388724,0.002148328614946271,0.001699333878413135 +126,Limbic,-0.007408678607879527,0.0514990758709438,0.013417334123113881,0.01997853537982559,0.005212470799486392,0.004703966504504953,0.004232757553883712,0.015274568875320638,0.0039501965203063115,0.05023220854947954,0.013492793344733495,0.015326469027963729,0.006120434039845241,0.004131482756939864,0.0035345324766356944 +127,Cont,-0.010684096629716108,0.1259970543439014,0.023623796759230847,0.011883648315921414,0.005792262613357516,0.0037632935649401177,0.001791762200588768,0.008120354750981296,0.005072099387465063,0.12069636854276108,0.02278217576426774,0.015751882077867797,0.003925959884691261,0.004941038849418678,0.0011687957762525686 +128,Cont,-0.004929389518845032,0.04704236997909321,0.014461335682769942,0.013149501625396232,0.003851724142128942,0.002683107981487187,0.001918124695205141,0.010466393643909045,0.0034968682009924247,0.03577319939276831,0.012120182031923974,0.013061856706947327,0.00387823170155528,0.002333009971111677,0.0016402038441718765 +129,Cont,0.002809956854254708,0.038953965042571204,0.007455918356242811,0.016576638858076854,0.0040636734049936014,0.008710728081810415,0.0029608420088501177,0.007865910776266439,0.0030686359398700448,0.027831367268660333,0.007325085838103612,0.014819108379893864,0.0037632251503530506,0.00622726890422034,0.0017553720644817837 +130,Cont,-0.012300221746871788,0.09407822431031729,0.022026985031980376,0.019340357697786036,0.005673939978231738,0.003137896441855759,0.002248128263264946,0.01620246125593028,0.005090249636160692,0.08667817269017915,0.02279944651599486,0.02168969789347197,0.005048492177066235,0.003068215899479343,0.002169900026978585 +131,Cont,0.0010285763552033743,0.011870295687440002,0.005936948045310205,0.012412868012682932,0.007782112249434762,0.004206332222375075,0.003172945872743688,0.008206535790307857,0.005026752137404542,0.009028369086060483,0.010021643015498015,0.004624080623089033,0.005696102658725475,0.0030527232437364436,0.0022643894837233924 +132,Cont,-0.003632482106168374,0.04160625792721175,0.008887923380903748,0.03380504721714066,0.009971429366633873,0.010226888194453299,0.0033718639353341805,0.02357815902268736,0.006842998365664379,0.05207262364563139,0.009811581678161384,0.022751246620424537,0.004389860200495118,0.0070719168056718965,0.001226235422738496 +133,Cont,-0.004677713057032502,0.02932314365698596,0.010323156417582871,0.009988315239050171,0.0050818986970926905,9.639132980445719e-05,0.0006254249263562103,0.009891923909245714,0.005327851894655211,0.01868767488982357,0.011486208133121654,0.00881033592940561,0.004701432653387178,0.0001962849315360282,0.00045222068529904286 +134,Cont,0.005366290650210957,0.029428407021813506,0.005747644061098016,0.018891285082762877,0.006082206540995558,0.014608905404938555,0.004749620797088486,0.004282379677824322,0.003212043736357774,0.027825480579693317,0.007005715969221711,0.012805365025840575,0.004434904552060322,0.010394625745172404,0.0032813472954626773 +135,Cont,0.0033339469707598752,0.0332399391922664,0.009903001892787174,0.00908902590336591,0.003257318173563294,0.0040482898997963755,0.0029834692419701977,0.005040736003569535,0.0018021121824915063,0.025718832742238452,0.010303815265973227,0.0075900135676634,0.0026188001626903804,0.0035275555762867895,0.0018215083249664677 +136,Cont,0.005973920736040497,0.051103869735396955,0.00521140917246179,0.0338040715140933,0.005882489970153757,0.01727177577741499,0.0024017115982655234,0.016532295736678315,0.006200782971790659,0.05294245920133658,0.010843513289180047,0.023963686316473255,0.0030009127213429763,0.01189832305232592,0.0018619754601156976 +137,Cont,0.004448283587723881,0.02798157531720491,0.009339039956875558,0.01349277209029831,0.004712685769307375,0.009444413212829494,0.002964383309693812,0.0040483588774688165,0.003121058764878701,0.025167940688219058,0.009669752473924206,0.0078010058082939706,0.0046155290684408564,0.006125514135877119,0.0020347205880917934 +138,Cont,0.003887920224647181,0.0479118890721633,0.015685037182206683,0.015995342448852635,0.006626511568536497,0.005890492774789901,0.004124769031214295,0.010104849674062732,0.0033343395502550073,0.042588906552635364,0.01450544269275612,0.01322849247044804,0.0066295853840557025,0.004744746142763235,0.0029988682428341543 +139,Cont,-0.00021206455426974583,0.048423454571740174,0.01724483988917267,0.011135405280331478,0.004239982057511865,0.008619116699530771,0.0035145201807253003,0.002516288580800707,0.0018387411238297892,0.04244884146877548,0.018334721029245462,0.008734673898861112,0.004016775625973691,0.006144725512875637,0.002116044569032838 +140,Cont,0.005023237051229995,0.02926629191304919,0.007202710327216974,0.027999397933025617,0.009677970046796065,0.016679514867741774,0.004461844051026769,0.011319883065283842,0.005330619673585685,0.023291489515547915,0.006864490804364935,0.021151531275045054,0.007967729787159254,0.011746815707532532,0.0032431789758257394 +141,Cont,0.006102823722477438,0.03308781940483052,0.007867986298632302,0.02215468335149904,0.00807005143077251,0.008972402109669852,0.003134932448433362,0.013182281241829186,0.0049921459752195205,0.023205196464188303,0.010414917554844952,0.017772508127861,0.0059981323877293016,0.007657475167351624,0.0023483687430612115 +142,Cont,0.00605460348168675,0.04174629833093524,0.010430103282296583,0.0291974285355737,0.004499659718256293,0.013963419845244473,0.0031259921488080195,0.015234008690329226,0.002294932209901846,0.03453578414042555,0.009507128975644616,0.02474400317768639,0.004862295268900773,0.010843327760721166,0.0031849163401393124 +143,Cont,0.0051304890191069125,0.02658374183137533,0.01406183103163633,0.0034621458889145364,0.0057320298663034825,0.0019919899675884256,0.0019235883813612834,0.0014701559213261106,0.004034350496657484,0.0190088649591603,0.015708639730911557,0.0003941333620040233,0.005207201381027695,0.0014997992233574565,0.0012365295047489305 +144,Cont,0.005913231036405563,0.030036313973062147,0.008889365654434192,0.034277475379905956,0.012481058305464173,0.00303405860216317,0.000946249470097512,0.031243416777742783,0.012252434621981403,0.044098848534989445,0.01960495226889049,0.017500135519726977,0.0056767933463232985,0.002532871428796901,0.0008846594550207486 +145,Cont,0.0054896332461982535,0.044776761360776685,0.018574844575282523,0.02401113862802413,0.01141873847295784,0.0042205246885499426,0.002783102753053327,0.019790613939474188,0.011216996918971706,0.05126543408955213,0.016225817338135395,0.01317549829160094,0.005475730238839947,0.002896868098290706,0.0016963652290194096 +146,Cont,0.002759413317149068,0.03324689512164356,0.009245427714753913,0.010628654452140052,0.006314739192104249,0.006571480650194883,0.0021905070887591597,0.004057173801945169,0.005387381360702996,0.03208855229844607,0.00840757985762,0.006968540514776156,0.004804498066411661,0.0036399010151707987,0.0014498387295317856 +147,Cont,0.006054586087887975,0.029234610066279188,0.006005246196729874,0.01746520744998208,0.005544255782709036,0.002013449542537882,0.0015549578531339945,0.015451757907444196,0.004221952474910347,0.023709412267640607,0.007377965571830294,0.010320020021606858,0.004808339550378973,0.0018166981370609792,0.0009608964794745966 +148,Cont,0.005936867150588976,0.037596549883563535,0.005193571497190723,0.022527939763097506,0.007297141292541708,0.003331326382925148,0.002133966592147354,0.019196613380172357,0.006810485084340902,0.03523513329332058,0.008947881716608388,0.015326336058841084,0.004017608326503041,0.0031771576002686207,0.0008727007090776358 +149,Default,0.006088701453760788,0.032321720115009625,0.007361173130811671,0.026637999120486654,0.007504664003458735,0.015105351004729095,0.003651916478022437,0.01153264811575756,0.004734102338621305,0.021777536060892964,0.01056910102861237,0.02106598733918221,0.005560566015564101,0.011621897773829515,0.0026527138977676737 +150,Default,0.006025220237459412,0.0544784664163966,0.012976303527208596,0.027546580536524413,0.0058501878427405975,0.01561509164936794,0.0041158379494971855,0.011931488887156472,0.0028681679599582713,0.045848802776336094,0.014905061575297553,0.024507613013849894,0.004884698414428098,0.012295136126096628,0.0030954283920903987 +151,Default,0.003669783800580672,0.043489212687712844,0.024669274221822503,0.019710523262062973,0.008766372141263263,0.005519201633948145,0.004542091269539831,0.014191321628114827,0.004455521170687025,0.04435028884557772,0.02324450360258307,0.012107454260164973,0.006450281042480437,0.004815805311870314,0.0031915364917682334 +152,Default,0.005985473186418404,0.02627918830305771,0.0035479168643757298,0.029148965652712012,0.0072493937403492305,0.013508465364382504,0.0025735162902554643,0.015640500288329508,0.004696904703677966,0.02758620765681543,0.0055303802170843875,0.020093442397543626,0.004195422959123091,0.010449924424715462,0.0020937634385800835 +153,Default,0.002453341771361871,0.05029201830251724,0.012528806097185964,0.02288239152586693,0.010266987573548995,0.00770977870912457,0.003663087755613953,0.01517261281674236,0.008482254546574112,0.05122530542561834,0.013863737388792149,0.016167595699034188,0.005428508520338313,0.006027796339629488,0.0025909376417334795 +154,Default,0.006322816017301001,0.03689597295657861,0.007753217927041628,0.03597845483712838,0.010399683635876289,0.008121978921476768,0.004038215883756646,0.027856475915651612,0.008658165869485925,0.03199531962129367,0.007946632945592648,0.02606757691685191,0.0075732482745643455,0.008331777277663988,0.0036518750745106023 +155,Default,0.006308550437037547,0.04053539435760663,0.009020978648582685,0.04922766015700737,0.01068788001751094,0.011466743444057759,0.004341475367446813,0.03776091671294961,0.009267465148493234,0.04269513402159926,0.01299386418529709,0.035034906301961,0.006513674932588036,0.010076054072359408,0.003576906959530818 +156,Default,0.006227382708162179,0.035976254645592995,0.00355719746340865,0.03342092077391508,0.007136060363169733,0.008417679339563767,0.0023311980699934507,0.025003241434351307,0.00584457545964909,0.03110432879856395,0.004795288946036488,0.02478532845234609,0.003842086547696915,0.007449050702318783,0.002184201487341971 +157,Default,0.005988033409462963,0.03751282785692127,0.008319562146381217,0.02424345954669429,0.005835315585889044,0.007160122857119688,0.002455214355162976,0.017083336689574603,0.003901274025929133,0.03199293765481457,0.010921810681446696,0.01838880109786718,0.0046978123455823405,0.006792225043441546,0.00246912406483772 +158,Default,0.005880494247810086,0.022357798230925298,0.002890957238777466,0.016859744170111622,0.004878796815768952,0.005062241889745023,0.0021168602110048307,0.011797502280366601,0.004121023889482733,0.011463377852431834,0.00495455601199215,0.0111293049337432,0.0037937581039439432,0.0037417548956498294,0.0018347754653255507 +159,Default,0.006193084286808428,0.04271460924349981,0.008866665421402289,0.03985028698987656,0.0048454469039607,0.008996085988714198,0.0013824671767477012,0.030854201001162363,0.004165171555090024,0.04919987998164088,0.007035333725987922,0.028013395058248312,0.003821707970317438,0.007210024071860133,0.0015823126017744608 +160,Default,0.0043382243107541905,0.03186887165419614,0.011727965781622968,0.011517369142235312,0.002717789487709108,0.007686567993869575,0.0026334554562598687,0.003830801148365737,0.0014602347829188005,0.024409886111289227,0.013957447109393355,0.008860648197383903,0.0020018070214533183,0.005668081133931824,0.001981707882133203 +161,Default,0.005942529958055935,0.025946148081203456,0.004645545501708776,0.018524782193431455,0.005810593747078077,0.005689072646972671,0.0021381971402768193,0.012835709546458785,0.005291975281723292,0.01085331638479221,0.005771363467638165,0.013868939968321902,0.005078231377330568,0.005791866819300107,0.001675795426945827 +162,Default,0.006412276995728564,0.04471048974887648,0.005017680640787242,0.04921084498041968,0.010838619454370216,0.014060466600875076,0.003904781864382373,0.0351503783795446,0.010305823419896233,0.04664389543848417,0.00965603158844492,0.033027982165703705,0.005541873338988591,0.012304324809349376,0.002420887382341634 +163,Default,0.006379131947092842,0.03380642213425498,0.009389927851309569,0.03822262128354208,0.013791045220942353,0.013054676199268877,0.004561043553705904,0.025167945084273204,0.010140482315774477,0.0344876205350642,0.013550649564472288,0.025452121418828178,0.009081835885013914,0.010036945178291744,0.0036361169869072725 +164,Default,0.006297017968121614,0.03939053154069834,0.006901105234487088,0.03731545528314299,0.010065042353571077,0.011584579284637787,0.0024487697296574646,0.02573087599850521,0.008950429480176778,0.040609792105341457,0.013402598525325354,0.02526651638028332,0.005053199296139971,0.00923325443692775,0.0016585775861166323 +165,Default,0.006533138956348834,0.025701785099435836,0.008189208884763214,0.021913290583083046,0.008909976553220535,0.006614197650174991,0.002775902406893634,0.015299092932908053,0.006968377589530607,0.018532894115614762,0.01253231869023839,0.013304864935872995,0.006859090457912937,0.005222085510893426,0.002177304347181313 +166,Default,0.006116880337483744,0.039271934013822896,0.008399793701358042,0.026512673186828685,0.007688731533218503,0.0071074708696232,0.0016920204480738812,0.019405202317205484,0.006843393109159292,0.03874381417748722,0.011463532518503771,0.017245451538078282,0.004319394683503329,0.005319207828222794,0.0012539984553045188 +167,Default,0.0018528150668164003,0.013810731112039986,0.006027058940948026,0.0005087268690918912,0.003548086518211608,0.005032660342518503,0.0033794802305190563,-0.004523933473426611,0.0023608341792698243,-0.0036455368533503617,0.008302956993480331,0.00014953414992395774,0.003974457298392225,0.004139273112233588,0.0026984774521817993 +168,Default,0.004726690564101104,0.013706958402441538,0.004732343247277195,0.005203287479847529,0.005688546917207256,0.004164137053685235,0.001321117860495203,0.0010391504261622942,0.004936776915818458,0.0017834146708049392,0.007138117871054104,0.0024541395638799425,0.005470377375684256,0.003026939712023169,0.0009855463290745718 +169,Default,0.006108118709185252,0.0172863115639728,0.00612418920243834,0.024326059980260627,0.007678732673127105,0.019852336918773306,0.005126245518024654,0.004473723061487323,0.004522373584258553,0.01360562582022098,0.00722519127284162,0.015731044395964622,0.006226984700057944,0.013006234852577991,0.0032642497216947824 +170,Default,0.004304361827347726,0.04538776235359303,0.009317422400584276,0.00857190917995232,0.005776726853482844,0.0010284342162696358,0.0008874157944225348,0.007543474963682684,0.005423742391039997,0.030672209505593795,0.010544203956225124,0.008251805964080683,0.0057768502787605164,0.0018700893407953335,0.0006954157530518578 +171,Default,0.005435273702613462,0.026008671195127064,0.005887626292894083,0.00629086529415217,0.005146496339088009,0.0067363512004139595,0.0023227110806172827,-0.00044548590626178883,0.004405025757750505,0.01699103104919266,0.006293646888158377,0.005441145584414752,0.004646029633967277,0.005925947466592763,0.0017483409764301903 +172,Default,0.0023833590726210353,0.025373067004160733,0.0076240046404553174,0.005277290523456779,0.003955948563127748,0.0015534113037643182,0.002138905600408086,0.0037238792196924607,0.002268711327412772,0.01836412051386831,0.008739983293984852,0.003579337323885623,0.004082196198749398,0.002027959637740606,0.0018812431499739403 +173,Default,0.0028097595900616504,0.054496994916150565,0.01794545781365059,0.008848578135708917,0.008467694902208446,0.007206677429268882,0.004615736279663982,0.001641900706440036,0.004148880278846878,0.04536564834202985,0.018926843849512244,0.009185816847425365,0.00645114156417415,0.005088350933779173,0.0028113553641106394 +174,Default,0.0032060628706294626,0.03542798757173118,0.008825305599491455,0.006905522766525274,0.006569126431024359,0.003300051587258923,0.0017268486402087079,0.0036054711792663507,0.00515774483736715,0.029691315035392397,0.011681374089941375,0.004503641429234317,0.004472668810548037,0.0024536194658682175,0.0009544768951848932 +175,Default,0.004712111821064167,0.020106442312164362,0.006676654527439739,0.013190107073883484,0.0065329144287274345,0.0020636879757888194,0.0011236292113283002,0.011126419098094665,0.006290043760202706,0.010445437415662506,0.007532870330637919,0.007082773624774341,0.005341859552433594,0.0017800325365721736,0.0009114382372188355 +176,Default,0.0059642165239320545,0.025942360839017152,0.007132791246402,0.024358224012880993,0.004180275503389043,0.01045919593325213,0.004998753814156803,0.013899028079628862,0.006795909079980955,0.019584054346359903,0.009511578180485338,0.017179791526194376,0.0031269435910240596,0.007803717677803679,0.0033477717489061405 +177,Default,0.006128757823193012,0.045481874788169716,0.010784280776922176,0.03608097916410249,0.00843908518803016,0.012712048366419792,0.004706939012466969,0.023368930797682697,0.009163614576461735,0.046794248167899746,0.014584586337135788,0.02573389332866749,0.005668405059307007,0.009949195311828696,0.003669426483427677 +178,Default,0.005862356701739995,0.015669243129926125,0.004481554927081366,0.019171360165146912,0.008033835578762432,0.014062013937020534,0.005179697119047944,0.005109346228126377,0.004041857554169246,0.009512829089614039,0.00543100516064991,0.01274076889080511,0.00607984989522848,0.009782015904616092,0.00370288095296659 +179,Default,0.005812969091928109,0.019766950743553634,0.009205780260143268,0.010211968985991082,0.00349520805530473,0.008104883591090472,0.0038246285672217917,0.0021070853949006095,0.0015675558590657508,0.014056342818562073,0.010364845277259468,0.0055344029997459465,0.001988865497204471,0.005439541639953171,0.0025568916173191957 +180,Default,0.004771036133559216,0.019256735338787245,0.004852901666165794,0.0029185204224549954,0.0025664611449286306,0.0017665166040080837,0.0008671788047760637,0.0011520038184469118,0.0022583967406570285,0.012370723205374046,0.008211348696309182,0.0005896288481914924,0.0018682673373022485,0.001804193447931568,0.0009401719959134874 +181,Default,0.0056156224620553755,0.031167716176219985,0.009229968632321882,0.019625429379835756,0.006463922733712568,0.015808805179672536,0.004429838144695677,0.0038166242001632213,0.0024188222155054943,0.022379893634085924,0.010121853543305798,0.014090685599577223,0.0060455341389165805,0.010706745821737496,0.003105834951294062 +182,Default,0.0030670344904501316,0.016119700753145193,0.008180834435734634,0.00926008526967761,0.00651821735526437,0.005761280446989247,0.0028993817622178764,0.0034988048226883618,0.0038950012646247006,0.00811999723388499,0.007583049388984362,0.0035172875574217334,0.006166575569736159,0.004382187232081769,0.002094700423422434 +183,Default,0.005093400755229677,0.012222666489990774,0.005575089268105495,0.0032575136677637007,0.0018435778106005447,-9.21035643917989e-05,0.0006293058032774064,0.0033496172321554997,0.0013291477059713724,-0.0009833413121328905,0.005952669527799466,0.0003690784280364623,0.0019482736456401099,0.0004056082242790193,0.00042337994648066136 +184,Default,0.0003213686383457976,0.05512004353429467,0.023033176452620777,0.00941110830878158,0.004931526451768848,0.0004869733605070259,0.0014879980319705047,0.008924134948274553,0.003967981307321632,0.04315809314128225,0.0196708490781196,0.009054203761160529,0.004464663241845071,0.00042965851661942446,0.0006452501617068601 +185,Default,0.004855969533395814,0.014045749741052571,0.008183085310598403,0.00013340992635457738,0.002346346157713413,0.0007288247695981465,0.0019433421722497935,-0.0005954148432435691,0.0015681135740941922,0.0005436934456852782,0.008468807670993082,-0.0025052649765799685,0.004029854263361346,0.001479998860552767,0.0018183227462785282 +186,Default,0.003756673735315797,0.01906469707963976,0.007875629684368718,0.004023957912832499,0.0023484636093270964,0.0014720057244340667,0.0012374781046992779,0.002551952188398432,0.0016103872340321394,0.008187146202918938,0.005875927264282923,0.002579027257068378,0.0032033119608021,0.001977240700939875,0.0012832786885507263 +187,Default,0.0021326775741254615,0.01260167672161563,0.0045590410806954145,0.0030653482285548208,0.003713083190495809,0.0021900888551734444,0.0016392961611487295,0.0008752593733813762,0.0034014537069457645,0.006376555678186846,0.004372308143788977,-0.0004741085975366044,0.0031715664654388635,0.0017813021731367229,0.0010051411823441294 +188,Default,-0.004354453258190034,0.06484879991549401,0.012523607299247674,-0.001939876309787203,0.005878877378920561,0.0028383411610825916,0.0015117613444282413,-0.004778217470869794,0.004865202894005263,0.05908441016025778,0.010921481092981225,0.0002480957516111548,0.004138252767667842,0.0028069430826393126,0.0010879696762422363 +189,Default,0.003703423205345668,0.024297034224568127,0.006908643451981428,0.011751981652623611,0.007141755600459219,0.0012589628913028284,0.00029156192866944226,0.010493018761320782,0.007065336569917785,0.026212162714801136,0.009296126530612356,0.0044082265200728445,0.0045739957283204,0.0013897477844014405,0.0005984574716833798 +190,Default,0.0052767313878572955,0.02120869621039072,0.005046105059167207,0.023684908763708858,0.006271934811012096,0.003933186594970129,0.0018818064166861697,0.019751722168738727,0.00556471677893979,0.025236802177002415,0.006979973135352776,0.013188001122346239,0.004795485787719584,0.0035675622144694997,0.001779558901197827 +191,Default,0.004074466305575645,0.04087439332339036,0.008032277844047664,0.020060482699559668,0.011248468308372618,0.003967976908985205,0.0014502820647515657,0.016092505790574464,0.011215089419555315,0.043534804954897255,0.008856191110704341,0.0100793894935995,0.00595976530811352,0.003274496310130437,0.0013903338652563417 +192,Default,-9.326576492228288e-18,0.003599917924902396,0.002877441793452332,-0.004006615241859124,0.001172981689838148,-0.0007082101913924666,0.0004326624018863003,-0.0032984050504666572,0.0010973017358428803,-0.017316628741240514,0.0035368761989253554,-0.004904767295286261,0.0012566355289715598,-0.000306995712366831,0.00047747712976319587 +193,Default,-0.010694438436094507,0.09151916643197111,0.02145870889679266,-0.0051662690678797585,0.0033929685338416875,0.0012308287948783248,0.0005059768852801917,-0.006397097862758083,0.0033577380711969384,0.08528142451153357,0.023550788061144363,0.0002893550652279808,0.003110391231864715,0.0013422889990618136,0.0005330093985788789 +194,Default,-0.006992222138119048,0.09683984363942999,0.023397496915169187,-0.0036899769008997387,0.0040515081634661665,0.0023857434140118093,0.0004847058605428435,-0.006075720314911548,0.0041812809527542495,0.09590319317431742,0.024948013886733518,0.0029023284512228907,0.003153074748313586,0.002144873466672381,0.00033879028588265305 +195,Default,0.0029784937046033254,0.025118417439638586,0.0032208673222500392,2.4006143495891585e-05,0.0020416304677041064,0.0018844327322624864,0.0024234845874996575,-0.001860426588766595,0.0010477159928093701,0.007817209931288982,0.004158481335817441,0.0003263235357732652,0.002248084174840576,0.0024731898091360895,0.0018009661605087872 +196,Default,0.0028360426903200836,0.04275531544879876,0.003598872151364285,0.008497838395890533,0.006367425691200799,0.0024284427342138094,0.0031686774044677466,0.006069395661676724,0.005228431392994123,0.030963584415668155,0.005700047896510379,0.007548098560259797,0.005139982427451186,0.0030146370131876933,0.0020461890799597328 +197,Default,0.005118392088832541,0.041434601094814116,0.007565385185297492,0.010497848099239615,0.002090594996122844,0.006141660932149295,0.0011232068768627767,0.00435618716709032,0.002004915132990205,0.03217382322778304,0.0063075899090337395,0.009327593291534386,0.0029295779576087836,0.006674236925109045,0.0011220246370494701 +198,Default,-0.0005192891819260321,0.057701399264725284,0.0340930381199324,0.00897281446549516,0.004806801101025123,0.0018006911478860577,0.0019541138606102588,0.007172123317609103,0.004584289480218008,0.0537014129377132,0.03586684391761331,0.006906350151925755,0.005716975100252279,0.0030348691602564816,0.0020288182394563327 +199,Default,-0.0028368510392744396,0.06219438796505643,0.01764968053462091,0.021010982055231175,0.007650294488335853,0.004450217961265479,0.0033618706275700245,0.016560764093965695,0.005822443658623877,0.062182774261476094,0.02007131471123693,0.01786967731885738,0.006328900145387675,0.003739384604652329,0.002284350528064345 +200,Default,-0.00305071770731016,0.0983339493477275,0.01501549447134111,0.01697009879770004,0.004913384239008256,0.0039073687383119225,0.0023135851023599434,0.013062730059388118,0.003182632792182732,0.11213156078215598,0.016833925174378993,0.015620820958730342,0.002855527694257829,0.002994013474253032,0.0015078926646594029 +201,Vis,-0.01750095315577613,0.05272413761984764,0.011410469570553168,0.013001688923213694,0.005527543185474865,0.002510377916200723,0.0016932888691857395,0.010491311007012971,0.004578383836262037,0.06605048605046837,0.017328519106585588,0.007520957119866533,0.0035688932992391518,0.0018356573397162457,0.0007610550874956734 +202,Vis,-0.01824029290064957,0.04248186429183631,0.01808705848330237,0.013358177379983882,0.0018393677848347432,0.0025465831479731804,0.0017176674796269638,0.010811594232010701,0.0005181308727111633,0.059829013117949525,0.02398808212133467,0.0041962438628672105,0.0023381022458859413,0.0023725288792617594,0.0015860747529379852 +203,Vis,-0.01926649136176625,0.01801547434857893,0.004984420608089531,0.014872633997869134,0.0018858218999066986,0.00299961891172571,0.0011507727719333061,0.011873015086143423,0.0013422881264717002,0.07887629568012158,0.018862361431829518,0.002581027043553141,0.0012355096477244536,0.00163897516900946,0.0008007429053816744 +204,Vis,-0.020400988966313562,0.008470978106695459,0.002346301424644508,0.016203313237081775,0.0031876656486645215,0.004963105848430271,0.0017799521344228119,0.011240207388651502,0.003098039719470749,0.052712201305826344,0.013754343654240714,0.0030896635127227955,0.0020563710467367425,0.0026012924290079063,0.0012251537787678418 +205,Vis,-0.018409881427777684,0.09184988639169349,0.011833323119327355,0.017673534088422937,0.005712434303801516,0.0035126270905956546,0.0018472391649064326,0.014160906997827283,0.005026201655716924,0.10143060936517614,0.01413210486784925,0.008687410736306744,0.0034647741293190515,0.0034049780814497943,0.0017622405071977625 +206,Vis,-0.02131367505209781,0.023363919426534995,0.009260495102093005,0.0087027690840078,0.003432688823163869,0.00199710708152081,0.0010827295951360946,0.006705662002486989,0.0029426196465375714,0.04402064545271946,0.012740970001176032,-2.9334534204750186e-05,0.0025839326261110143,0.001959865461153876,0.001242028346853916 +207,Vis,-0.020257125310765175,0.01979236266457358,0.004409014318325575,0.018558829061140102,0.00547526033545776,0.00611981276800364,0.002982710943132285,0.012439016293136462,0.003388025277892172,0.08206023049755658,0.016281296654858824,0.005879245141095613,0.0038229476817665795,0.00432044109053451,0.002149658783300817 +208,Vis,-0.01854967197202156,0.045986096840924404,0.004536216663776168,0.014535861327982458,0.0028445631695364387,0.002702937685163276,0.0018466449120623553,0.011832923642819182,0.001876172145913002,0.05832088036667173,0.006778558990542409,0.005530461715295009,0.0016213448000570408,0.0021825033005575143,0.0013320052882656284 +209,Vis,-0.020817558721653126,0.02539376033398779,0.005261132131741301,0.01493632042086852,0.0055807672711780205,0.003040721573335947,0.001718865823831017,0.011895598847532574,0.004209670512097085,0.05870234946704089,0.016035478836096212,0.005017017360086018,0.0029639375707646216,0.002613787742533158,0.001085588930169699 +210,Vis,-0.01621546797581621,0.08819888835989842,0.021355359322097606,0.004439586586448696,0.003284143278713696,0.003541500168231049,0.001385467181058404,0.0008980864182176473,0.0034006140064294105,0.10155359433779262,0.0167202086041453,0.006100846718223196,0.0026555622205810423,0.0025371805518281665,0.0005206212079958714 +211,Vis,-0.017661213396259794,0.041448899700998076,0.006634750135296858,0.013697639952544272,0.005130942286047037,0.0035839375805117647,0.003066859024722946,0.010113702372032508,0.0025301462757104597,0.10422707521222259,0.011471525614696053,0.008243740967620861,0.004000547679541363,0.0025940255945864354,0.002119419459619495 +212,Vis,-0.01763501931844531,0.06352880573409092,0.008097011002093498,0.007578976694366335,0.00404336139786147,0.004416368573214369,0.0024330886221165795,0.0031626081211519664,0.002369137202098991,0.08927035536672032,0.011179853121837507,0.004005697119166851,0.0023634644150319277,0.003227239681093996,0.0017906314881451905 +213,Vis,-0.016083078725878077,0.0915990343792139,0.014179867288909173,0.0004954413437914474,0.004921148323330511,0.002471037922460084,0.0014413330716933261,-0.001975596578668637,0.004260760871513834,0.1089428977082783,0.01965716697060826,0.002162144024051549,0.0031732064914348577,0.0027075112323926122,0.001341923503850678 +214,Vis,-0.00851855168154201,0.07089280904000117,0.012646091831073658,-0.0024639617095118193,0.0038929095455432277,0.00191787660331435,0.0010661138576161361,-0.004381838312826169,0.0033094024062831546,0.07371247605842415,0.01836992102282107,0.000658029854490394,0.0031348508840884862,0.0016324581553296413,0.0011546687367085542 +215,Vis,-0.016587621571470843,0.009682577709375173,0.003957430627162682,0.009668703408557522,0.0027785454138091583,-0.00040082048385994276,0.0008791975867673608,0.010069523892417465,0.0026277561983275893,0.06760878686013028,0.0158709829124604,0.002171080189005625,0.0023009096130604686,0.0003895727014539219,0.0005875356015275584 +216,Vis,0.0033200607290234294,0.007426753722007384,0.0044853183665063846,0.007027419267760249,0.00516372720874248,0.003504458099370744,0.0023463475976070046,0.0035229611683895044,0.004603310084136506,0.01704166351681182,0.013892032567297149,0.0014607199836720764,0.004497249433441179,0.0029402004249163395,0.0017890894180056533 +217,Vis,0.003581963556704651,0.01352822142275767,0.007063573513781276,0.0017569370047056942,0.004575759806537109,0.0008261137303188892,0.0007268384554381005,0.000930823274386805,0.004211192824060022,0.008765848902746875,0.012029049867642406,-0.0007464878273500952,0.004796993760719031,0.0010042839086974674,0.0008228907123747944 +218,Vis,0.0003248299079434862,0.015113216391490814,0.006321046984575697,0.012148466621702015,0.0017012443115039697,0.0016492873443884725,0.0027129138631068945,0.010499179277313541,0.002023152321593356,0.042925847322538166,0.006190397859545921,0.004210925262179121,0.002136598836248721,0.0017348122779277109,0.0020327827237228858 +219,Vis,0.0037486358130757826,0.01681755618430303,0.007824640570020483,0.0035987572352856657,0.0039094177782521946,0.0020443468636260897,0.001977869298468296,0.001554410371659576,0.0031741271003173773,0.017977777271577587,0.00955655931378904,-0.00028614773756314716,0.0032723629759108456,0.0015034941880904817,0.0015167221179590454 +220,Vis,0.004595133181792532,0.022268749027418867,0.008629726669401,0.00885748619642981,0.0072309564666273324,0.004340792194925247,0.002968948707039169,0.004516694001504562,0.004726600908019056,0.01912821008802341,0.011469087689711941,0.0032960911664745352,0.0060472474968320325,0.003290463074983552,0.002337819835986035 +221,Vis,0.003800530612882598,0.020583554525175175,0.009796369116828095,0.010478818400788814,0.005535362706941121,0.002207186662287963,0.002996382604115421,0.00827163173850085,0.0036283445917675485,0.036683152913206694,0.014093711112630171,0.003977500564773728,0.0048389246079107275,0.0030899473307338223,0.002531366545696072 +222,Vis,0.0038394104750381444,0.03726927009416685,0.016447909181672316,0.008017843941829316,0.009417565886075969,0.0047907151764327695,0.002129775502170113,0.0032271287653965475,0.00845456746377012,0.04216458373585861,0.021951447390568025,0.004581521327899951,0.006007017620925073,0.00397938959575943,0.0015391070833100512 +223,Vis,-0.008831367144566223,0.05867304840591503,0.03073062560213101,0.00372134462305993,0.009516889518685243,0.0035996696080144107,0.0023495538856401197,0.00012167501504551925,0.008176718383341922,0.07256835967969817,0.030868823777439353,0.0036394986126423224,0.004896806417537679,0.003287749955618957,0.0016604914038832797 +224,Vis,-0.011803960519734471,0.11218335293613049,0.026523320038639595,0.005069930464508499,0.0034441679258534986,0.004765167476312682,0.0020979475685308996,0.00030476298819581693,0.003985482046163221,0.09690164360679014,0.02536341647300152,0.012494239231149095,0.004289642173263864,0.002704737624781406,0.0018172717407468138 +225,Vis,0.005934389328745651,0.02372860484767303,0.010807571726740323,0.009944014929868206,0.005148999044465055,0.008495202944731162,0.0029543144707570674,0.001448811985137044,0.003938434025295717,0.012055716350310863,0.010558585055575768,0.006158751899692905,0.006274359354263698,0.006505956464493146,0.0021957302832982424 +226,Vis,0.005459904099029386,0.02419674630145017,0.014555482305471743,0.0005626586549213775,0.003263129154054645,0.0023721102259680604,0.000601003018311887,-0.001809451571046683,0.0027571131667870844,0.014334435854022253,0.014497049629247654,-0.000874896091092392,0.004162247770572684,0.0025095329859132543,0.0009772295263981168 +227,Vis,-0.0021230102664165926,0.05343966470063906,0.022666553721613605,0.006893747738464739,0.007336554045068863,0.010490434609441924,0.005641232121791896,-0.0035966868709771836,0.002028448963356308,0.03738071660719757,0.02126487726529835,0.00863187740547069,0.005934922907043131,0.00675197332691071,0.0034931184605144065 +228,Vis,0.002797686307561569,0.01120154830306792,0.005762181836420652,0.009745404577860838,0.004251851708572044,0.006648900116607193,0.00273336841263707,0.0030965044612536463,0.002532825616629711,0.0038830407222641304,0.007272608825427191,0.00256709438320033,0.004271360738450957,0.0040148501302526675,0.0016530368748929407 +229,Vis,0.006164222892925329,0.01844644242909834,0.006494352879118352,0.01801528466822664,0.009099666673229125,0.012483479105006046,0.005513375716772775,0.005531805563220593,0.004417891486205762,0.007178178022049675,0.008120005151790134,0.012496447388574628,0.00784238187118692,0.008966011933792428,0.0033001285180628863 +230,Vis,0.005979830619070326,0.029246974585949402,0.00667189169900182,0.02018276483470336,0.009269583788963488,0.014753373775797708,0.004957685266366802,0.0054293910589056525,0.0048778015834341675,0.014217001716176902,0.0073809009645407035,0.01534522287092539,0.0075263832558845264,0.011221738859210273,0.003277586610834461 +231,SomMot,0.0017331340529284838,0.019945672543879578,0.007055632679179156,0.008807827338842712,0.00749242997480017,0.00893695529086298,0.004915926277741703,-0.00012912795202026927,0.0026931574097657533,0.010955476270749488,0.010739948110351042,0.005182550253249008,0.006049535200688085,0.006358288900042886,0.0031222719264244335 +232,SomMot,-0.011453067071764682,0.06849184647511157,0.012330270791691031,0.00011978071501972387,0.0057107061369664,0.005078430219978602,0.0032186912193367034,-0.004958649504958878,0.0033024829347088384,0.05995478864505523,0.01533568522615325,0.0037417799299418464,0.005021238668050408,0.002861000194978569,0.0016778806234646565 +233,SomMot,0.0062450437637387,0.03326497654798148,0.010568767779925239,0.025380887573817644,0.009949166047164821,0.013273396145890603,0.005167247322117354,0.012107491427927042,0.006042366837683591,0.026037342277521903,0.010937815654777243,0.019403471673515926,0.008897665078998399,0.009809447507439773,0.0031759813970820973 +234,SomMot,0.006043774808358796,0.03284168127842215,0.0058779021956886016,0.034520730082407504,0.004635144169715833,0.026286978589478326,0.003103093604585124,0.008233751492929176,0.003987303566676845,0.025799128385420155,0.0052627370681391245,0.02669071408493231,0.004881221647259165,0.018706832251395043,0.0017056963502687533 +235,SomMot,-0.009381059551994272,0.059859765133850495,0.02027364326441121,0.010096417493076215,0.0055089756994646,0.006413376007828875,0.003237389103579253,0.0036830414852473403,0.0026620994536913157,0.06062003038084847,0.016034868948771232,0.008201783807961082,0.004697582870662967,0.00402858051304662,0.0016502263434643757 +236,SomMot,0.005659126908263239,0.011770628264167549,0.004143387840421181,0.02258839233655747,0.004344839584608696,0.014882046367461177,0.0034404853722284448,0.007706345969096295,0.0028817963587110616,0.008880796964583704,0.0037008273363002336,0.013707014716811638,0.003480343757753964,0.010210966021592771,0.0021152231571432466 +237,SomMot,0.006091721717125456,0.05678737890121059,0.015220836746107726,0.021312370771822953,0.007993367898718016,0.01655289767434289,0.004488748711414887,0.004759473097480061,0.003784353253134003,0.04735146589269481,0.014259124678127726,0.02031607485269482,0.00851717016260248,0.013663087097582748,0.0033795740496676105 +238,SomMot,0.006476903650486584,0.05569417803522394,0.015390883192304791,0.014852891506185562,0.006487210895175417,0.009861658771278047,0.004262607515977396,0.004991232734907513,0.004160817554977159,0.047236782808192435,0.01346226459331799,0.015017270691289174,0.007968498588725241,0.008752145430493807,0.0037172429135270513 +239,SomMot,0.005584912087098375,0.026522762045961913,0.010386964698467597,0.012364241484473171,0.006722970405612365,0.010252840981211753,0.004017468797032337,0.002111400503261418,0.003002038927188086,0.020617992925031504,0.009039475272591848,0.008424607857789024,0.007293274917629878,0.008271366862511953,0.003165878895207908 +240,SomMot,-0.008126275033662717,0.07912890910526982,0.015520196963522772,0.019103713023747027,0.004468409086708736,0.0074343433932511525,0.0025471660665450087,0.011669369630495873,0.0030916966493704672,0.07955743336426284,0.016589590457242447,0.017633966130964483,0.004858469742835281,0.006066026143773584,0.002363291680763212 +241,SomMot,0.00613894686257484,0.037478114106077556,0.007715851902142313,0.03822434565257016,0.00493936728651155,0.029722140090848993,0.003132940682650877,0.008502205561721165,0.004186748604771919,0.03281846906908781,0.007076622121958677,0.029575211127362146,0.005464500280904901,0.020455513220397757,0.0028632387086189102 +242,SomMot,0.005932649204470619,0.022639046464576373,0.00632404909192369,0.031170087925708835,0.008159550246308577,0.019513825590854638,0.0054283220741752234,0.011656262334854195,0.0064226953613139605,0.01753171732893437,0.006563365944649475,0.02296454581644638,0.007698689990502916,0.013971417087893335,0.0038872382618804747 +243,SomMot,0.006246660274138402,0.06069818495213777,0.013387754370196746,0.027973545165094916,0.0030102107406893078,0.0211099623741821,0.0018850963641433957,0.006863582790912814,0.0025709103164345795,0.05074463068201389,0.011822804896836216,0.026485681562338992,0.003921896435116575,0.01656967682162498,0.0017311066813863077 +244,SomMot,0.005943308280108157,0.02444902425156017,0.004742952848603743,0.009680819901508708,0.005075352263035346,0.009496122318437994,0.003929615034147316,0.00018469758307071427,0.001871837587778828,0.012261867563300988,0.006437195490173969,0.0074552017330688615,0.0049994974574234475,0.007765986754490184,0.00273600973970759 +245,SomMot,0.005946847799514569,0.02575566535880085,0.007557586382069599,0.012652528509280758,0.0067083495929645635,0.011572047545558494,0.004485447579038315,0.0010804809637222634,0.0029608101700018077,0.015541287044438579,0.010662923069485996,0.008070726360445434,0.00593608830471029,0.0085366313173588,0.003364915731425612 +246,SomMot,0.005957673973451059,0.023614771116491774,0.007934260183703041,0.004594707465401538,0.0060363965335166235,0.005634968249461391,0.0026779318939143225,-0.0010402607840598543,0.0036395025873634987,0.007826242296226749,0.008785480809072214,0.003576219782217427,0.005569539440688041,0.004266870402349987,0.0020054535730419263 +247,SomMot,0.0056160498862044645,0.05766393618072947,0.02328722028460926,0.007222872884789111,0.004216404050229761,0.007239325976794686,0.0020353379176846994,-1.6453092005574986e-05,0.0032610828809402745,0.04032416656308875,0.020693474569129754,0.010761971281751315,0.006554066263279704,0.005949690807434971,0.0017732452869021 +248,SomMot,0.005976137418523816,0.034839014496965096,0.012258379321425544,0.011451524522020496,0.00572475566133454,0.011642854288127613,0.003613723354093251,-0.00019132976610711783,0.0023149399921337855,0.02412891230481027,0.011802511919731007,0.010328879366844634,0.0063081368150858345,0.00928877656057343,0.0029677587670371795 +249,SomMot,0.005849156036134519,0.026261664911180517,0.006646162096339054,0.00958829195944908,0.005174226542352135,0.008915003037173163,0.0033028188789462508,0.0006732889222759164,0.0032231220076054425,0.01569344744499972,0.004610429764529301,0.007506067593884769,0.005064294209741692,0.007170297151983074,0.002706088969169663 +250,SomMot,0.006143011110271487,0.05485305317710783,0.010226854398122907,0.014057683221759088,0.0036426122407269813,0.013266349929619925,0.0028497599970259864,0.0007913332921391624,0.0023146261697150196,0.04767715694546752,0.010002087678400986,0.013741591585653001,0.004621561309008836,0.01087624353957677,0.0023472806669042174 +251,SomMot,0.004315279438703733,0.012333518531920263,0.005234544919985209,0.00941268789037033,0.007418467587143305,0.0073353491087782,0.004651955730253449,0.0020773387815921306,0.0031961368722269374,0.007405006762068944,0.004451519418358043,0.005228949256744264,0.006569277985056357,0.005492479368523972,0.0032898055176230857 +252,SomMot,0.0056539544145359,0.045270201241583916,0.007648728254421316,0.0029808260549372577,0.0032348678307507384,0.0035146470056315994,0.0016605208400306286,-0.0005338209506943415,0.0019949928607241084,0.034327184911107464,0.010730447152345042,0.0033305168095099534,0.003099820160498787,0.0034406095101797707,0.0015453105132934176 +253,SomMot,0.005513647482216678,0.042932680333830284,0.013797168218368207,0.005157808820425625,0.003822293468428976,0.002822713296583923,0.0015390240832289935,0.0023350955238417015,0.00277296420094165,0.031742420234606564,0.01445579888549329,0.005325784236572151,0.004672585918751553,0.002686837237473405,0.0017695633054231167 +254,SomMot,-0.006412594773633993,0.038846059087449626,0.014134449923098417,0.0012087347076045196,0.0010748248363203344,0.0012112298845034842,0.0012693862627956407,-2.4951768989645017e-06,0.0009109839609057855,0.03267828983986407,0.014175636756024736,0.0006536687241685879,0.0021839710191594156,0.0006854042501642343,0.0007871357335839989 +255,SomMot,0.005060586224522307,0.05301957601893799,0.010162820915435742,0.0020183955210298253,0.0041709905311217614,0.003590954317331563,0.0016874094483024767,-0.0015725587963017374,0.003975142579484246,0.03983958874130318,0.008007562672407898,0.005916916806970729,0.004820513257195918,0.0034827020546280172,0.00145964306182675 +256,SomMot,-0.009061835854942506,0.07123712046385997,0.007274526574074674,0.006404718762023842,0.0021335152600669644,0.004193146042510021,0.0021078158946481245,0.002211572719513821,0.0030586858566339237,0.06173540494420722,0.006283752635320891,0.008966764834674823,0.002911963606301675,0.002294582158723202,0.001447951116956277 +257,SomMot,0.006040467404671738,0.031891890555704,0.013326578799933772,0.018941547805442105,0.006353987273663679,0.016304343334047466,0.00382315992504842,0.0026372044713946384,0.003846248554049107,0.02313712041601741,0.015494403185239803,0.014367379236411026,0.006850248824760816,0.011954148749638516,0.002923202444482644 +258,SomMot,0.00605757896813751,0.03422094450743449,0.0139281010779482,0.011117357380463423,0.004040538195468887,0.010743986310528664,0.003237192615594476,0.0003733710699347581,0.004629270934881213,0.027110059171594324,0.014488034429060652,0.007446234668910279,0.0042149622140556404,0.008371846227059132,0.002439291031145342 +259,SomMot,-0.01698417049267767,0.029208444298773183,0.009923666347634225,0.011558728008826003,0.003635791038294607,0.0014587377373798116,0.00136412200104378,0.010099990271446192,0.003908092739417823,0.0368116808671612,0.011272827338179478,0.0037343993837392286,0.0015425244682883456,0.0015503849674505465,0.0011008631371728528 +260,SomMot,-0.01590170301611993,0.055644678362522806,0.010367749404341882,0.0154820543729699,0.003799333265747654,0.004296871468760055,0.003506808577789598,0.011185182904209844,0.005920292495740399,0.051605700104380016,0.008540023020859074,0.009054124740700798,0.0017085414966657541,0.003907452984114235,0.0025851087139943606 +261,SomMot,-0.015361226552009926,0.12294092533316303,0.016743538227646834,0.014881102108259547,0.0078080663034197405,0.0026758429014128947,0.001931601978917759,0.012205259206846652,0.007672898204826126,0.12170922609337002,0.013391172891217116,0.015597208265478436,0.0044205243278710995,0.002588203765856556,0.001711024807100727 +262,SomMot,-0.014718608838416195,0.16605887994427215,0.012613521484621127,-0.00218499002621817,0.004402474365871996,0.004323425312626772,0.0017947363589885892,-0.006508415338844942,0.0035685691194004216,0.16122886958862065,0.011088280541770607,0.00963435713174352,0.002719669717582121,0.0026041221370473712,0.001035733730228907 +263,SomMot,-0.004000473453318969,0.14851712002015277,0.02243819990630179,0.01175429555012708,0.004076203797332218,0.00174726055635126,0.0010325299676560138,0.01000703499377582,0.004258080932784691,0.14635354269520978,0.023653016307941616,0.017474837156970912,0.002124348726500297,0.0018066266737956527,0.0010442523772552382 +264,SomMot,-0.015517473950386645,0.0852393099325079,0.013335531062463853,0.005195030238707399,0.0041689660124026315,0.003626596455333986,0.0017946668110942875,0.001568433783373413,0.004452402940129156,0.08742808864891652,0.00810547457335388,0.004898000944080061,0.0020327140109045296,0.0025904957765262803,0.0010337149152410093 +265,SomMot,-0.014821241609770577,0.1270883497778386,0.022967247326808507,-0.0016797377289764937,0.003608848459511031,0.003296059896282344,0.0015876318848111301,-0.0049757976252588374,0.0040567035993873,0.11764938767316675,0.022032750410790326,0.007881704430464587,0.0050852975541867355,0.0022925805470461968,0.0009531286749187878 +266,SomMot,-0.013471516277199206,0.09044730506866872,0.00818487972279321,0.023137845836492255,0.004594036753154354,0.004712240860444128,0.002849487574962218,0.018425604976048126,0.007266654205418949,0.0968046215666111,0.005164763207534832,0.017932034682418507,0.003924912366850713,0.0028627609972917247,0.0015412745189678704 +267,SomMot,-0.01242803211166684,0.11042260092777609,0.028494859243815854,0.0010116928937839108,0.009890045842326688,0.0031627790132844557,0.0008454012334475599,-0.002151086119500545,0.009251480079271129,0.1064252331101863,0.024419450752712707,0.006916083721040467,0.003322513010944723,0.004004669392442395,0.0004510712536710433 +268,SomMot,-0.01224505057017045,0.07894176407101139,0.019894665581966578,0.023630215627345665,0.0031070042269743573,0.004257870539360798,0.0037403347738055996,0.019372345087984865,0.005246636023525274,0.08342416477153718,0.01828856553015178,0.016426148855087842,0.0018275209335011607,0.002832758288330739,0.0020315846440483788 +269,SomMot,-0.013656264724309627,0.14231568732139305,0.008037484158559876,0.000304632157512863,0.002598768603237579,0.002811392479160535,0.0016615606911317183,-0.002506760321647672,0.0038018731069996785,0.1342473599412751,0.011047814679329,0.00884374665669876,0.0014921711129554452,0.002671717302001775,0.0011779381852301657 +270,SomMot,-0.013647330922651638,0.10334625584011348,0.017083788528527537,0.018915998978892845,0.008451251603413206,0.004863964043304803,0.003539555745497213,0.014052034935588043,0.0073807438233249355,0.10376083764152814,0.01430233490158934,0.016841718538545193,0.005828342410539374,0.003362072050273235,0.002591643053796462 +271,DorsAttn,-0.013716991669232266,0.1277646949768652,0.020671111859492625,-0.00022147957764375725,0.002652016969098691,0.0032403980230282458,0.0020287638095269553,-0.003461877600672003,0.004008377785907791,0.11800717095380708,0.01861638210425875,0.007530984964668886,0.003227626089850952,0.0025243165563691105,0.0005545550548763204 +272,DorsAttn,-0.011833871204147316,0.15906650119669136,0.012408776339202015,0.002042435994446312,0.004200686428458599,0.0056641884867968395,0.0029830320790360802,-0.0036217524923505273,0.002787659339687793,0.1502523294987103,0.00892789738170949,0.014221261928712625,0.0024595462852589024,0.004675303536278608,0.0011810229805208322 +273,DorsAttn,-0.01287486707783443,0.05498503198709095,0.014924268672033425,0.022587636292524714,0.006188729551732598,0.0057946808698808635,0.003628657119774443,0.016792955422643852,0.004228918895082745,0.05475289475162357,0.015042366044966074,0.0165862195652821,0.006022448854877394,0.004155192647363281,0.0030874061087037006 +274,DorsAttn,-0.012078859213870963,0.1495865239452208,0.013997699146208284,0.02491379213245488,0.008007344199252897,0.004577213042236572,0.0019842077244716,0.02033657909021831,0.006558008066204168,0.13535577157324546,0.008757281007652024,0.03424437478918545,0.008327193778383216,0.0030146709410444616,0.0014620400715533023 +275,DorsAttn,-0.012320325129543083,0.11613099352882476,0.02049382114025676,0.02162369883081139,0.004444012574316611,0.005218401372228421,0.00288737083088381,0.01640529745858297,0.0053155423451411955,0.11854544795504182,0.01935934386154471,0.023111736206190225,0.0036050990953098378,0.0024338497001652913,0.0016020537728978989 +276,DorsAttn,-0.012313552799767128,0.104261067722304,0.02504757822160351,0.0233428196524579,0.00454038272411513,0.0067237768350937085,0.005153632388177181,0.016619042817364194,0.003922048638121289,0.11057626252767874,0.021522751504323142,0.02012914173559781,0.003293901594197095,0.003090002412336923,0.0024304094906383474 +277,DorsAttn,-0.012316815746320302,0.12704979368363575,0.021191502899408153,0.01858692746599875,0.004948812903663027,0.005669020470910069,0.0025830676899062655,0.01291790699508868,0.005168909619272454,0.13034093806611252,0.021256239446991145,0.018967068730273096,0.0031471041204737325,0.0025922409537457057,0.0019493405328727133 +278,DorsAttn,-0.012569394161565842,0.11061191238912697,0.014975451752796234,0.011998665185209001,0.0031615098523110844,0.005600213017470046,0.0019860652484491714,0.006398452167738955,0.003730523924827445,0.10836926060160901,0.01245091782471179,0.014477759509464772,0.0030286847533826816,0.0028968946264886553,0.0013045621737972112 +279,DorsAttn,-0.008269794149059014,0.13176492334912393,0.020120744336708542,-0.006006680711718326,0.002158137732522364,0.0035310726467296496,0.0019666840620020066,-0.009537753358447976,0.0024792090802525425,0.11982325503246567,0.018528434078309,0.005219279400596477,0.0011112129445903266,0.0033577372116153636,0.0011029518419660466 +280,DorsAttn,-0.012533999036085467,0.1316623089237582,0.01482393134925017,-0.0020941606653476887,0.002112275366884738,0.004145803033238127,0.0021582929428635646,-0.006239963698585815,0.000904427889986103,0.12606131562689124,0.016759156361566937,0.008403307629427115,0.0016028275428816958,0.003206381153199778,0.0009757613803816294 +281,DorsAttn,-0.009313207413766905,0.10131905603593724,0.02560756670018587,0.008065774399848036,0.0029433975354934746,0.003387833914687377,0.0014843743411878827,0.004677940485160658,0.0030177172335167698,0.10355975224598443,0.025034155788479544,0.009383837975658694,0.003167946994737923,0.003084617316869531,0.0007005491546066894 +282,DorsAttn,-0.013488007023065518,0.05614839153474138,0.019350438947436335,0.01261789829384401,0.0067659310747816455,0.005604891535110301,0.004421130373022414,0.007013006758733708,0.006184264988767263,0.052947842808266234,0.01830096241634078,0.010413390459507732,0.006344778163269369,0.004931195383466491,0.003374857160633814 +283,DorsAttn,-0.012423970379888905,0.12716100017669318,0.024283907090383,0.013016957363047177,0.0032124978297697793,0.006105040266910278,0.004042147649852362,0.006911917096136899,0.004038591315841125,0.1282467513324064,0.025306020953981982,0.016274989354494607,0.0019612881022487354,0.004111929199388608,0.0016196451423231232 +284,DorsAttn,-0.010419931750061747,0.13149401934531274,0.01122168394696741,0.004824947816161296,0.002275043297498174,0.003926632917893658,0.002564130849997949,0.0008983148982676381,0.0023150638967714982,0.1252437668417283,0.008939656229441787,0.011809088893158015,0.0020905426877529045,0.004811419933587069,0.0011983619637323108 +285,DorsAttn,-0.009793843634580919,0.07851270790439915,0.0171768478689919,0.010511490002281576,0.0024892274684287096,0.005386030863018099,0.0025445371400942113,0.005125459139263477,0.0026788183188030316,0.07186080139190339,0.01641438996872504,0.012866673056441647,0.003361689862426708,0.005150992746435823,0.0018889735683111075 +286,DorsAttn,-0.011018942063677548,0.09207704496549204,0.024391904635594996,0.016980982181679916,0.002983698791953502,0.0027333142494522012,0.0016403961135467151,0.014247667932227714,0.002954115201554098,0.07826225538883709,0.020690540529187913,0.022517864703596225,0.001329263987938486,0.002063979178656794,0.001230831027026172 +287,DorsAttn,-0.012115187927384283,0.08522886674406178,0.014516187592216782,0.022288867788394874,0.006232223214665395,0.0029722734197959342,0.0009322970611883004,0.01931659436859894,0.006499717042382122,0.08586651255945958,0.012148673026184772,0.022355848977156634,0.005743034868437296,0.0024137365103491957,0.0006552133407606146 +288,DorsAttn,-0.009040809929994374,0.04891608248975392,0.019228679792016295,0.01812545967323618,0.006208891363718317,0.006758353435091102,0.002260703204512689,0.011367106238145075,0.004938861946513768,0.05026009872783945,0.021715843505981484,0.010537082848103795,0.0054501902225493675,0.004405674747820387,0.0010929586649213393 +289,DorsAttn,0.0030880219940842488,0.017265398628378215,0.0070797852679941806,-0.00049999591436376,0.00207700297706739,-0.0001937440771937249,0.0007603503289725587,-0.0003062518371700351,0.0025249334446357592,0.0012379573577641968,0.006647803182705393,0.00048444218645424806,0.002290953487282562,0.0005976698737675701,0.00041003125462456204 +290,DorsAttn,0.0014928690139403124,0.023402661134057024,0.0041003865404019065,0.003069906566171299,0.002291144306198109,0.002442835364249718,0.0017128788430424838,0.0006270712019215807,0.002801234779695803,0.00766346525468733,0.005088211604528498,0.0033794585195618954,0.0022284808051823714,0.002262662815623262,0.0011424985057311937 +291,DorsAttn,-0.0018752581678318848,0.02167219972257368,0.006866435400470923,-0.0005510948801093595,0.0005173214443728022,0.0017345859906322536,0.0014660987300452843,-0.0022856808707416134,0.0016396997551686638,0.005314350587940875,0.0033162957564352264,0.0007562515982483476,0.0014582890273677977,0.001588987568679112,0.0010184214731995033 +292,DorsAttn,-0.0038830859620366228,0.0824184024656506,0.025336520328197224,0.007993072305320315,0.002547096634809027,0.004675636886574175,0.0017915906882265185,0.00331743541874614,0.003536807000610567,0.06240817546332702,0.023700015591021507,0.01495825861485347,0.004025984194220376,0.0037734883363351513,0.0015244438486638663 +293,DorsAttn,0.004884684280392972,0.036193686346679764,0.011693156657052771,0.001709205935424185,0.004057419570729326,0.0019109870398104968,0.0007318342770018343,-0.00020178110438631158,0.003778162920745324,0.02282844842291685,0.011219800879719794,0.0022311000870288257,0.0036656423777454593,0.0020640223959610183,0.0008562540543127166 +294,SalVentAttn,-0.00026926016877461425,0.01559516094302773,0.003092062217092374,0.006669684387387176,0.003906741761491174,0.004847717796988604,0.0013495995316158752,0.0018219665903985716,0.003550008716027569,0.00596993997227524,0.004574298895556249,0.0035414987388019403,0.0032675953510626736,0.0033118964956492247,0.001104636434116094 +295,SalVentAttn,-0.009290267412336376,0.030727956282393776,0.0111451830914723,0.027867021156392835,0.004475359241355998,0.0021304761817214635,0.0015298713954709233,0.02573654497467137,0.0033473162610828024,0.042273341245633575,0.012672018792115202,0.013893992864914018,0.0018212391972485793,0.0013032717725327326,0.0006483829465494733 +296,SalVentAttn,-0.0018388650190362657,0.016773743324557833,0.0038383064297502724,0.009432674996647284,0.0036517925800942787,0.006103744860523652,0.002485353378866726,0.0033289301361236314,0.001905913232010252,0.006176422433076856,0.0037876345851928176,0.005674495783218792,0.003151607435672804,0.0037834531507335402,0.001354334044829453 +297,SalVentAttn,-0.0035388832556644827,0.03628559830972387,0.0052912243051489866,0.0054266444716798866,0.005253736535733859,0.006556827039789192,0.002790055817341699,-0.0011301825681093059,0.0029939065975609523,0.02991862479466505,0.005577644782519155,0.0029135428318914024,0.003766528720514519,0.004113318316541692,0.0017653739826696071 +298,SalVentAttn,-0.007461700811413165,0.054053596836400694,0.015083166223649259,0.002860561316034893,0.001297859053637856,0.004170143795778269,0.0016114034251511037,-0.0013095824797433764,0.0025149771438473666,0.048506230577507824,0.015215520816793726,0.0034785378673434673,0.0009581459079303847,0.003134381293089028,0.0008590010802418315 +299,SalVentAttn,-0.0014553655731434623,0.006837893004908224,0.0017421803518997757,0.010758256560873924,0.005579122194094385,0.0020714316789267606,0.0019590987231536865,0.008686824881947164,0.003983194506587975,0.0010785206902592659,0.004287222337918662,0.003877816979204152,0.003843610959278327,0.0010750992299179308,0.0012071717490337208 +300,SalVentAttn,-0.00916158148969606,0.18269411976364391,0.031153479715886383,-0.006580323811705635,0.004538912213915941,0.0054785542022231844,0.0004990120752714237,-0.01205887801392882,0.004613741858981314,0.16805676637892503,0.03238396143759905,0.00984399676433465,0.002822248702850963,0.005916787632524523,0.0010400085666044734 +301,SalVentAttn,-0.005104307971858796,0.039469225651598716,0.007536600028286865,0.010460495804462778,0.004273351523644416,0.007015008358408803,0.0037461050281574764,0.0034454874460539743,0.001769572723634563,0.04588271226552676,0.008278131616927876,0.005546470932462522,0.0033301207116993256,0.004210200511938056,0.0021084367816358754 +302,SalVentAttn,-0.0007141961028546472,0.0266380419136363,0.008123813769293347,0.01241336685223271,0.0036939575744456064,0.005797809660379039,0.0029967393095544346,0.006615557191853671,0.003950466317290449,0.02416610724429382,0.011759069397851901,0.006172227035334488,0.001859767494312931,0.0037738263482897994,0.0020573177867644747 +303,SalVentAttn,-0.006510867775578555,0.03761460298365613,0.019589663674433263,0.015710393480731933,0.004131471146475678,0.005300715206458029,0.0017431465095820195,0.010409678274273904,0.0036836553343363447,0.03612048508469716,0.01996088073841492,0.012456412949378447,0.005643057579252413,0.00421422059706964,0.00156954747299289 +304,SalVentAttn,-0.007463924059885401,0.034895343374825936,0.010368531889773382,0.016210538965585285,0.009848340668197468,0.003673587587168026,0.0010075057764330406,0.01253695137841726,0.009670652490217098,0.03419493623694989,0.011899207720323842,0.011683631907133929,0.008051765815934288,0.0037718421705980275,0.0006298822779823666 +305,SalVentAttn,-0.009425695376220986,0.03448844217476299,0.005852536641874856,0.020395398677103205,0.003034111126166119,0.0032675818491335164,0.0009775132785178606,0.01712781682796969,0.0031771023167169103,0.03042399460393046,0.00701765839086311,0.01593506987440114,0.003021748982410056,0.002257304736463328,0.0006644355588028332 +306,SalVentAttn,0.0047570192563072865,0.040385809181532006,0.009511347324897418,0.022167167593875846,0.0055418223581028,0.005746784748451339,0.0024141818115366014,0.01642038284542451,0.005469817165866074,0.03829914744930489,0.008287306592399804,0.017134985098898436,0.004274169020270409,0.003578035355618958,0.0014911916389926418 +307,SalVentAttn,0.00580787393772469,0.028207800578838694,0.007132393576282795,0.01619416428337912,0.0035639838286694293,0.007867365845999185,0.002568240561349394,0.008326798437379934,0.002432516063085969,0.0216074850872372,0.005145356216802219,0.01376676988929606,0.0022064305508091,0.005825431015808125,0.0018651887348616657 +308,SalVentAttn,0.00321674361540997,0.016579463239223168,0.003385045185049038,0.007098234570326478,0.0038972948016545196,0.0017194440513154552,0.001137479963987112,0.005378790519011023,0.002866854584687102,0.007046984931754286,0.0039518944897425756,0.005819929218667452,0.003406419680023754,0.0019430175202003407,0.0008358902831334098 +309,SalVentAttn,0.0036189559633646863,0.002764175713316952,0.0037032088899522347,0.00024488216150539974,0.0014691480853967426,0.002721636680621731,0.0018071550353932948,-0.002476754519116331,0.0017396374350975997,-0.005150850676445784,0.003762381613440814,-0.002012154643782016,0.0026884512398270164,0.0027736515100793557,0.0017001140889614692 +310,SalVentAttn,0.0018942972508952031,0.00450066313347004,0.00324036687504991,0.012728431957835195,0.0043566432105461095,0.010623842309433784,0.00516294487051131,0.0021045896484014116,0.0027252894776800068,0.001561839998866743,0.0036218155366843858,0.0064513219054688434,0.004459676591198057,0.007368538807198588,0.003621325763038525 +311,SalVentAttn,0.0058785133410654165,0.03319999054399998,0.010272754726382297,0.019684915072718013,0.007272058171594123,0.005170999623862827,0.0019332921765165116,0.014513915448855186,0.006052499424982866,0.0334803488343395,0.013664366727517313,0.01191548617416165,0.004742669015635501,0.003655263654514562,0.0013461472730167843 +312,SalVentAttn,0.004967484118260624,0.01928807793040941,0.011243131218597976,0.008093120129679799,0.0028238922046886035,0.0032112044876430046,0.0008386704419112974,0.004881915642036794,0.0029224687944739984,0.011263550793651645,0.011900593409733875,0.0038783332751225474,0.0026986617759050028,0.0024861015769295893,0.0005627223513214454 +313,SalVentAttn,0.006681381774409074,0.008293931079921935,0.0029700126420317166,0.001519866210780796,0.004164477558334844,0.003486394228555523,0.0011812297478174553,-0.001966528017774727,0.003297323782733021,-0.004722235851259948,0.003803093251856729,8.210073833003761e-07,0.0033766795052346268,0.0025806071176477595,0.0007497203778699916 +314,SalVentAttn,0.0058665534724077345,0.024898037119663697,0.009169599139955163,0.009954753562489782,0.006699196438205486,0.004017378362641,0.001570146796567678,0.005937375199848782,0.006189097373572432,0.013949056025858808,0.012945137252778106,0.007711113623206134,0.006154661607341966,0.003934429129208006,0.0014238770195481323 +315,SalVentAttn,0.0071506116635651545,0.007265134881702484,0.0034939545422051597,0.003781959110310695,0.0030593787829136378,0.006923749963132187,0.0034669519185085125,-0.003141790852821491,0.0012664692473204234,-0.007443505194799305,0.004299862003158085,0.0013245753181293952,0.0025400811961121946,0.0051159395441274565,0.0021601296271686896 +316,SalVentAttn,0.005604980833180816,0.013849307710722746,0.004265262622678959,0.011492693183386193,0.006782863747244749,0.007366060498348315,0.002522444264934729,0.004126632685037879,0.004433552548911852,0.00390901247776263,0.006769107994962766,0.00783886789674777,0.006121194626029945,0.005251197977725286,0.002154385673723381 +317,SalVentAttn,0.0064422290826006935,0.010484596140067248,0.004890929702440295,0.007744531777447716,0.005573189242462558,0.00666879120759809,0.002382200339752118,0.0010757405698496258,0.0037705639571026153,-0.0015440009808236565,0.0034151391439286817,0.0034954472839208604,0.004851641147283569,0.005654627998421114,0.001673085555242969 +318,SalVentAttn,0.006451531661157611,0.014037883794959715,0.008053727895628391,0.012420805534917667,0.006008645682388681,0.00577963522764231,0.0024644796188294836,0.006641170307275357,0.004513052012923692,0.006473028799627278,0.010965547646277926,0.006941291225217472,0.004963507278565792,0.004409468994662036,0.0022414088846029073 +319,Limbic,-0.012150632491106327,0.008855257492949287,0.00284918782727753,0.00011536722779099673,0.004464846441060469,0.0019795936846096042,0.002239808422149846,-0.0018642264568186073,0.0026936025154476956,-0.008990998876285383,0.0030914953093388485,-0.0002626136048244021,0.0038970896954595813,0.0019524024649533844,0.001874475870821436 +320,Limbic,-0.002074112882273393,0.0010167210158907424,0.0012788213073193712,0.003849350214753189,0.0029492268142988797,0.003899870762324542,0.002336092169623663,-5.052054757135327e-05,0.001415438604205939,-0.013361139542813238,0.004678122100159158,0.0012270327691096261,0.002818842868160463,0.002771981677509916,0.0015094715506157293 +321,Limbic,0.000382591261576901,0.015012537009805316,0.003839950253122485,-0.0007498287484275501,0.0022044693137078654,0.0020974164229225377,0.002483677199903045,-0.0028472451713500877,0.001236913279444033,-0.0015751928742071763,0.0034257989251337234,-0.0014273013351627118,0.0018581419935721427,0.0022661185005245386,0.0017139962281417613 +322,Limbic,-0.014562783271443787,0.014700922520784055,0.003815331777874101,0.0067795881521407475,0.0023196977654459305,0.0021387593013248553,0.0029819998321476645,0.004640828850815892,0.0012425696259283085,0.007428015430404278,0.008323044150686928,0.0024224046587991268,0.0024188542148255382,0.0021517540473314336,0.0020907424017969 +323,Limbic,-0.0009732496295553698,0.00772781793652777,0.002776761240169577,0.0019779211513343943,0.0021892336733585972,0.002828310332379269,0.0019152210658871776,-0.000850389181044875,0.001925689469423962,-0.011580845042594223,0.002099880821535506,0.0015288387063277843,0.001439128427287325,0.003284102653787979,0.0015361559161826922 +324,Limbic,-0.008054473834760005,0.014650578322676822,0.004832587081720139,0.0037912212987263327,0.0061891422362136675,0.006017763019619826,0.004730507065228618,-0.0022265417208934936,0.0024836724574733354,-0.0008769339046130531,0.005844610198223701,0.0015618163398967155,0.003922364559325673,0.0046523184459571045,0.0029687870827920316 +325,Limbic,0.0012095715273751106,0.05393873514269176,0.010996217232802764,0.016300129680551723,0.005114118321916792,0.0095074230208537,0.0046020481282669405,0.006792706659698023,0.0029267882448720606,0.04704140205184411,0.015302388468496657,0.012867809491837546,0.004936031808733636,0.007380155576124347,0.0033762317257438924 +326,Limbic,-0.009551765784133592,0.06683630801560989,0.012781297580128564,0.02009288093844199,0.005878639855481148,0.007061304899105303,0.003830766363234666,0.01303157603933669,0.0054094028558903245,0.07081281067417536,0.013251366123026147,0.014599458266851339,0.003947814039163621,0.0042503731341911434,0.0023064451560554787 +327,Limbic,-0.0008307046059215313,0.04769324121916396,0.01742175218746422,0.020643756878756036,0.009567957961852926,0.00710767097074072,0.0044137347277670115,0.013536085908015315,0.005590663351231596,0.05852829717774701,0.022619641300654605,0.011653658474039163,0.005335298053623757,0.004142469923898884,0.002741393896205294 +328,Limbic,-0.011153907554251805,0.06088310600670728,0.017185828920086663,0.02751253363947881,0.0029467626665106088,0.00453573169094017,0.0034211480845095918,0.022976801948538638,0.004159707749247394,0.07501164730423955,0.016940661340807732,0.016113736708042413,0.002811389615330217,0.0029459330186170306,0.0022014749269154165 +329,Limbic,-0.008167645503826494,0.09893355323375386,0.02560358434536169,0.009419864530696164,0.0046489673024256465,0.008018853102761426,0.0022720190638709915,0.0014010114279347397,0.0038671015584877226,0.09147731295269719,0.024895512054751434,0.013756571658108063,0.006296739611074866,0.006687311146520969,0.0015408055260298314 +330,Limbic,-0.008549315129397132,0.020801825737206524,0.01189575189083741,0.018124349467007694,0.007195762453913611,0.004763212261609651,0.0038607768750191264,0.013361137205398044,0.005863052158166151,0.027122976632235462,0.01102565880592687,0.008664058072239088,0.004309228076324838,0.0023329513751925825,0.002320083371599619 +331,Limbic,-0.0034595112535269375,0.022321408022967847,0.00818841969911318,0.015122462121592206,0.006305676363126571,0.003950337622899691,0.0020808921240809877,0.011172124498692515,0.00569193019648796,0.021263651730802226,0.006954207122138285,0.007052057545356161,0.00460531206702781,0.0022873121742462478,0.0015883146519026043 +332,Cont,0.0020733164177598458,0.01607902454311192,0.007681796436002226,0.010533466990636554,0.0043134228655534144,0.0024157587440160498,0.0025216636369004525,0.008117708246620503,0.002240891002661663,0.013575185778105302,0.011273427900645033,0.002819770600528404,0.003454544475943102,0.00168188038782906,0.0015238180828674127 +333,Cont,-0.013315436279344823,0.05596225389061234,0.022816066233182775,0.03880727233339047,0.011208076871793914,0.004562919861055348,0.0007763210867478327,0.03424435247233513,0.010521947951797804,0.0676437375866932,0.019823457569624604,0.025819964232265867,0.0061126150276825195,0.0032526602801393524,0.0005797044386947347 +334,Cont,-0.0037640297341645385,0.05614069487553375,0.020589582819930473,0.018908271407920597,0.006827821059978456,0.010048672544441795,0.004421529521567885,0.008859598863478802,0.003935047855666005,0.060248474727336146,0.02212085018111147,0.012064100419802349,0.004026533842760222,0.006206553616962896,0.002501541895355347 +335,Cont,-0.002657259377882135,0.03160647787580968,0.006977273721405017,0.009147003115443808,0.0035210554924947663,0.0027724946407350127,0.0024570593940876012,0.006374508474708796,0.0045443803598123386,0.024313123458522788,0.012599649265190502,0.0046676216462681495,0.0022728922743173864,0.0024827987034631294,0.0018618816672882456 +336,Cont,0.005442676868581611,0.02764885390537015,0.004080809976186965,0.014513860852209048,0.00816932211042553,0.013582082980876264,0.004530574859850912,0.000931777871332784,0.0046349119361913955,0.022610338822115696,0.004954596681175578,0.009098486521737992,0.0066674150273376,0.009139998607324151,0.0029357935424995543 +337,Cont,0.004488944814720805,0.032498569010389146,0.009417902539736128,0.012027269644410166,0.007739369713058014,0.008290919125504592,0.0059089562544902404,0.0037363505189055733,0.002584895554708471,0.02824170726904287,0.01082623547236032,0.008142124626751235,0.00646002685199845,0.006260419588006272,0.004136510215164484 +338,Cont,0.001127611073915245,0.03640161972245337,0.006578412370525509,0.021881508524206738,0.00410875624619748,0.008252541682043434,0.0042051014392365535,0.013628966842163304,0.004316972825686412,0.04293606529713125,0.007982112909637322,0.01329899990825425,0.00396699635610391,0.005399097495796634,0.0019280218305633636 +339,Cont,0.004952709736229248,0.02859795532059608,0.0074392631386994545,0.02318913191916332,0.0064849614495541535,0.013747155655568211,0.00491083138292734,0.009441976263595109,0.005386697086156035,0.0349896970790361,0.01257701289661628,0.014014908346914389,0.005471702105751788,0.008578199897864503,0.0033519687429257455 +340,Cont,4.986739663444575e-05,0.034495714245193064,0.008278616491503547,0.0243970528576948,0.0056725713997029265,0.011412175148410374,0.003729341626836082,0.012984877709284425,0.005234789706597023,0.0394729800427728,0.013536502847967561,0.013579763824046798,0.0037289426561098833,0.007033408233728044,0.00170843633468097 +341,Cont,0.0020263559160658006,0.041094556088050196,0.011713878374322684,0.0170962021445596,0.005789160262871964,0.006896513127430714,0.004101509058552585,0.010199689017128888,0.004932789984683762,0.04551505690996318,0.017755606792460892,0.009949469310177372,0.004421052553557371,0.0051180650820532355,0.0027662415362318285 +342,Cont,0.005015407073712706,0.01624012293736756,0.006389070717261086,0.013708414951077729,0.005980480019237893,0.003664516075020341,0.0018890622908731127,0.010043898876057389,0.004440858908711848,0.01398823944913965,0.010484598122190115,0.007682573779206692,0.003653302744063791,0.002339153872973632,0.0011730612005203883 +343,Cont,0.004775307168339434,0.01624676751663261,0.003844608611668828,0.012421842264113424,0.005476280550759689,0.009563070791927485,0.003895150328765684,0.002858771472185939,0.004240522206694523,0.011498811708998292,0.007707591964120715,0.005478355527898304,0.004755047884405682,0.005677038351645192,0.0022991820841287143 +344,Cont,-0.0019373380082430471,0.026252932811103014,0.015270759205556435,0.013897798155165453,0.0064103792100226615,0.008398307771408686,0.003260166779646675,0.005499490383756767,0.0039045102255427107,0.022320587149198667,0.015279005727621232,0.007615447018162258,0.006520677699098707,0.006006039679904674,0.0026480141975437437 +345,Cont,0.0008241336636877316,0.04087690247987794,0.007081945321904799,0.0106544916786391,0.0066735616253441295,0.007071044661067627,0.00411505580364844,0.003583447017571473,0.004065910801340921,0.03695042583014707,0.010955486228945748,0.006511360860132975,0.004459965466373654,0.004729275744805417,0.0024976445891608224 +346,Cont,0.0032389855014344307,0.03406474549749476,0.021876452053328596,0.006954090360789267,0.003291779911329247,0.006059208333481258,0.002510144525196211,0.0008948820273080082,0.0033805865258752974,0.02399149270926282,0.024321601916726894,0.005504811292851408,0.0041886003382192415,0.004315419673170196,0.0013126238538781012 +347,Cont,0.0054679316885442725,0.021643159261869903,0.005694914933737159,0.014969896858398113,0.00708527647781296,0.0112859061443072,0.005022550573725355,0.003683990714090912,0.0033372540227420045,0.015297488224741019,0.006157424511544906,0.010181481506198641,0.005731740770453516,0.007352164165997333,0.0032573785909678914 +348,Cont,0.0037806190617592187,0.021351469110236797,0.005448877035654899,0.0165736217932567,0.00742832676448473,0.007801154766824347,0.001913034753739179,0.008772467026432352,0.006242288536719222,0.016580080043744717,0.008405547534235768,0.011045488374986956,0.006199308992426959,0.004726108316428524,0.0016140788091537361 +349,Cont,0.0054742463776510115,0.027992850154683578,0.006460963189800317,0.01734401151560665,0.0077095095179117714,0.0060391492812505556,0.0024177016742211355,0.011304862234356094,0.005738426501969697,0.022611262031301548,0.004544056543911521,0.012532447480490183,0.00742398877975389,0.004397596163411799,0.0016623783468187815 +350,Cont,0.0017268116225391315,0.01970619127405786,0.009337323049666231,0.009175972459618964,0.005678059751796599,0.009073605038424715,0.004180709525995501,0.00010236742119424935,0.0028798209361939795,0.017319406186346597,0.01440196049676846,0.002769952356408645,0.00506230056876502,0.005613049130250314,0.0029574244233251815 +351,Cont,0.00452225190730613,0.050338113856236474,0.010165239552711976,0.023431022098855482,0.015105021539336702,0.003331188126702922,0.0030682916256811253,0.020099833972152557,0.014346535959949627,0.05859245273687212,0.013801090072006196,0.01212849237338356,0.007209830947873242,0.002399419124361568,0.0014733589042265635 +352,Cont,0.005629156956195736,0.035507401170090214,0.017294438040516422,0.027515463296437524,0.00888270989980456,0.0042589861959223315,0.0029734735916836096,0.023256477100515194,0.009179123115080522,0.05118019395542921,0.017893839437002672,0.013471707934738198,0.003995430531843216,0.003405942682965235,0.0013671090414476429 +353,Cont,0.005981924733538489,0.04322459133079779,0.011488119837810302,0.03187299533809855,0.004398979844389387,0.007281126256257475,0.0031177926870603967,0.024591869081841078,0.005756097646634976,0.0515387983449616,0.017778740942635162,0.024177222990946844,0.003998976189071879,0.005023214036768397,0.002457245913467701 +354,Cont,0.0013746462784863034,0.05450247614189692,0.011890485994121338,0.006141470207457256,0.004443947595859955,0.002389594270583917,0.002308912603857793,0.003751875936873339,0.003499428453199021,0.047689936319954905,0.010443922242585328,0.006712793885473012,0.004350262796905993,0.002022133405791715,0.0012435506146201431 +355,Cont,0.0026547639143042665,0.035736752470417146,0.006304089810510633,0.020713863700113255,0.00928127939941935,0.004134100282374797,0.0019683335979171846,0.01657976341773846,0.007537161964844216,0.038993534879741665,0.005933149545801962,0.012850377982403249,0.006379431284042422,0.002799092485658972,0.0012368093048080425 +356,Cont,0.006365214458663297,0.017172731416234634,0.005595713909571401,0.015482851124695562,0.005039395538851402,0.001818957354898698,0.0006617188984496033,0.013663893769796865,0.004902567689722768,0.004331213036797621,0.0076184572859701,0.010175570954118206,0.004048878045374582,0.0019520424787089707,0.0006708092278341941 +357,Cont,0.006010930762534888,0.02961557555133465,0.010007101596934874,0.018764740438735505,0.005971437702355401,0.001283299855307596,0.0018121818190955836,0.01748144058342791,0.005970483814047501,0.025140767850805566,0.012199792120000873,0.010777518332384762,0.004148934352898205,0.001562702313171882,0.000894795840886296 +358,Cont,0.005331294119184102,0.036963230940070854,0.010093275773765224,0.01617815664502096,0.006004176521933342,0.01101814643155059,0.0038270312416363622,0.005160010213470368,0.002612434974914027,0.026873263293165216,0.008639458107023537,0.013042757740971678,0.004420426756093517,0.007630489554047504,0.0025441914493880154 +359,Cont,0.005033234905089991,0.04173454921476503,0.01728050054748501,0.021084178954135523,0.009119324823397498,0.010952497892520263,0.005212404749990615,0.010131681061615262,0.0051418928347776996,0.04075674469535131,0.019570685086968367,0.016040476773362754,0.006273256963348123,0.007826424384827325,0.003722027792261305 +360,Cont,0.005970722459257997,0.04669633384009468,0.0063636467790664395,0.029590287491821198,0.0061461746152543855,0.014059075454125592,0.004798541895696282,0.015531212037695608,0.003475842492520846,0.04663678719997995,0.013168895748416355,0.02250777858722628,0.004308508481220855,0.010446567861261524,0.0035644314688214273 +361,Cont,0.00545921413973278,0.020452036894546843,0.003758591661695225,0.021702692654115528,0.009312326486598398,0.00969083442050107,0.005568585217490018,0.012011858233614458,0.004184004257954836,0.016876219434541585,0.007951718993041021,0.014571528917369658,0.006399620398297855,0.006714550662082375,0.003483555814465938 +362,Default,0.003817224273004795,0.039344210894760104,0.003652638048953002,0.01892711744506246,0.007030026043036294,0.012186749869523039,0.006231866062195685,0.006740367575539419,0.003961153290444921,0.03270676488021149,0.006510520021293508,0.013369201017779253,0.004361621620168019,0.008119275044050567,0.003982800685219829 +363,Default,0.005867905573524181,0.061487606374122164,0.014812368674548604,0.036991484820841955,0.00840101304137418,0.005654160393349983,0.003077784279973594,0.03133732442749197,0.0074988457930655495,0.06063796699685742,0.01760970461505693,0.029331328739995645,0.007046238090556286,0.00553384423751162,0.003188982707275511 +364,Default,0.006203672284993995,0.04663389255416075,0.009745251802278419,0.047504596248718875,0.011714650537955895,0.010398898636032628,0.004553702326561809,0.03710569761268625,0.010683497258636165,0.052784667982197234,0.01808654165958865,0.03520665238488485,0.008459346540959405,0.00821398840638834,0.003963413329771969 +365,Default,0.005916587399994107,0.03312621149171191,0.005611927122171599,0.02948663370846145,0.003974841771337688,0.01109466597689852,0.0049210349393227605,0.01839196773156293,0.0018431273127398463,0.02947239376914157,0.0071840672449244,0.021150884228698662,0.004455210152783132,0.009161328536987857,0.004232784440942543 +366,Default,0.00585180168268643,0.02867992660983012,0.0023161664645953233,0.02192633049576944,0.00423614541097,0.005304469731796812,0.0019963059659218276,0.01662186076397263,0.0034804891002942055,0.021795666446565963,0.003003727543815083,0.015536802461640974,0.003892793082178648,0.00449152303046223,0.0017724923193787431 +367,Default,0.005256852556366068,0.04839640095880378,0.0119375440921059,0.027921712521638574,0.004409599185449064,0.00581406097432835,0.00231258616702945,0.022107651547310224,0.004280829401352591,0.043453818930080934,0.014323194089925228,0.022720246462571737,0.0032001226134449907,0.004590361284997635,0.001616170331417144 +368,Default,0.006278475557542994,0.039558264602553114,0.01288843046303592,0.033131994621820794,0.006347317351945829,0.009404717812227004,0.0033978509847758004,0.02372727680959379,0.00460479493701239,0.03326962938852067,0.011099283986454407,0.023643784933310874,0.00492493868218726,0.008371573007583687,0.002412816175416623 +369,Default,0.006485065713992191,0.020899576872418724,0.006368657011585188,0.030237499358062435,0.008415395802709101,0.015179771014954314,0.0037028660151428644,0.015057728343108123,0.00748523640819895,0.019982431535007672,0.010989934186244063,0.02087935219280308,0.006013506089445352,0.009843639692667727,0.0023854780450560716 +370,Default,0.006068378232951695,0.0247904155470684,0.009146139278414643,0.026429559874903343,0.007625850044254793,0.009438735746445603,0.003920459249837121,0.01699082412845774,0.007062286221595833,0.02444122274938747,0.012129255600213718,0.01550937316918961,0.0046873761233637715,0.00659086334916108,0.002904138624247153 +371,Default,0.005421646115840992,0.04428543967276142,0.014056738912582353,0.025757706086061517,0.0068424459049564075,0.005470957847775737,0.003087067576728108,0.02028674823828578,0.004563229561147648,0.036067372115688376,0.009931764849012894,0.019211239439720095,0.007094254380257022,0.0043389690117527245,0.0021818600936816222 +372,Default,0.005474409888559532,0.03980981328864304,0.012355325660009846,0.026046856731178614,0.00763312998573368,0.007024313856806042,0.0038196622121320573,0.01902254287437257,0.00868062908454819,0.039376852186464514,0.011545909759214382,0.02070698694647468,0.005463272127340519,0.005019689507734859,0.002939757546861297 +373,Default,0.006314574070203138,0.012435711049361697,0.005530964004156222,0.00887474338352312,0.0030966701187388934,0.0018121671030321806,0.0022188762749832175,0.00706257628049094,0.0017859381188778587,-0.0015679314277587508,0.0034633260607264565,0.004308950506802356,0.003656623957957857,0.001503200894833956,0.0015364734832054086 +374,Default,0.002190740300369518,0.03128517883226012,0.009431293248704259,0.00851327323382962,0.00532606526810648,0.001613350676419789,0.0010981137406392554,0.006899922557409832,0.006108325169545182,0.025667218316248186,0.01096264986949664,0.004340829458178419,0.004140429862983334,0.002258930680782334,0.0009186493116394231 +375,Default,0.0009860462236173965,0.05510817246874544,0.021798905279941744,0.008813207648292654,0.004101409638416987,0.0022604944556252615,0.00130241179055427,0.006552713192667392,0.0045272090827043285,0.0508717197280832,0.022957043166997353,0.0066007904673087035,0.005086735517321547,0.002118910514484318,0.0008256596870807474 +376,Default,0.0020723297879675527,0.028895042935216185,0.006357358320479661,0.0027705031265982116,0.0038198701633551753,0.004068208267282403,0.002904342947823362,-0.001297705140684191,0.0011206806105313134,0.01751860286114997,0.008676959852573362,0.00035728617689640975,0.0031710327971268054,0.002316076749726781,0.0014632353820151344 +377,Default,0.0017485043833985997,0.06780593076539634,0.015133399663429744,0.019586935644416714,0.006139599247201138,0.00024103763963698733,0.0012219201362070088,0.019345898004779725,0.006055290188070171,0.05803020379580659,0.01650060031416386,0.01632983684041245,0.00511971251977173,0.0006582540876634013,0.0009759364460227324 +378,Default,0.005068761275153804,0.021779889939720333,0.00893564993428484,0.011851280454026059,0.004631710856873331,0.01022618360967804,0.004016629292411933,0.0016250968443480174,0.0032155845657573416,0.014298509552951155,0.009142604369949297,0.00797376932513596,0.0049810986980328015,0.006724901085092316,0.002944493822612431 +379,Default,-0.0020598542410162858,0.05067714647899901,0.011150179760200787,0.01661875188643962,0.007777207664296752,0.009592290620416933,0.006606613897186003,0.007026461266022688,0.002173611267556394,0.040597820693837904,0.01061989800456335,0.013968425670945073,0.00800593596428779,0.007990007292640943,0.004732698083069689 +380,Default,0.004702855660494829,0.012193383195189877,0.002683706777249859,0.009391325371753889,0.0017668329930559457,0.009423894774682973,0.002898463321517002,-3.25694029290835e-05,0.0023146343267651764,0.0036175146830409455,0.0038612541412265423,0.004049398452942698,0.0015580457546944878,0.005951440644655826,0.0019163073745118398 +381,Default,0.001062182098177963,0.02288203049089006,0.00876331159141368,0.005640846121440402,0.005633517683408332,0.0009148042906992337,0.0016199543824937015,0.004726041830741168,0.005774757684031166,0.015410727161701377,0.011022313538091941,0.003296665477336913,0.0055607930456764475,0.0009979046204117604,0.0010219155749927591 +382,Default,0.0028689767609592362,0.028338787168542302,0.011078901722789464,0.003919573484965655,0.0038265650913968346,0.0005089576957132858,0.0009380874212116375,0.0034106157892523693,0.0033666841863480863,0.014299593228355745,0.012110663561357081,0.0027449137240307397,0.0032533731569318438,0.0010215978241684854,0.0007512896869376157 +383,Default,0.00044148480855815036,0.03846133850344639,0.011959410616549097,0.003987744505794533,0.0043462065688937125,0.0012781762118230012,0.0009609300380145363,0.0027095682939715315,0.003916192837898481,0.028966282220544138,0.011778905207437585,0.0012008033853678323,0.005133668865574888,0.0014378153041168184,0.0004566238479977033 +384,Default,-0.000637147202394793,0.033774710707081955,0.014610014760977133,0.006223549893577496,0.006651435565883989,0.002673038578391562,0.0025601278026042874,0.0035505113151859335,0.0050454802207540094,0.02516275214837562,0.01174085050616519,0.004020831962032245,0.0072046002349547495,0.0022864649428074426,0.001995707643163475 +385,Default,-0.005692866247841994,0.1052047219332305,0.022062917715886202,0.009392682346781788,0.006953870414515117,0.006042516158390821,0.003279258842004211,0.0033501661883909685,0.0051587600611990156,0.10511537340792207,0.01800838599835846,0.014328214816855978,0.0030544221560068418,0.004883439491607455,0.0017606687003069543 +386,Default,-0.009050865641884545,0.10477655741238667,0.017161899578692158,0.0015234964803488849,0.004180052047192022,0.0049268550819232095,0.0024167040934598358,-0.0034033586015743246,0.0021162837561389237,0.09475312438626922,0.014435448649827544,0.008746188557215696,0.002988786710570707,0.004251611978323244,0.001097600063091259 +387,Default,0.0007352906439007389,0.040424809007961346,0.012754568426836569,0.004468849692475807,0.002306828279866353,0.0019276112159542168,0.0016625054852745422,0.00254123847652159,0.001356963487038515,0.041521587538731496,0.015027915428688261,0.001965480887034832,0.0025125053685403497,0.0019930771954186576,0.0014104071164154379 +388,Default,0.0011145482183814992,0.06635665930750437,0.013122736159954315,0.01064173797789103,0.007741579838540105,0.0035601043697435,0.0017653655950366888,0.007081633608147531,0.0074028102709014585,0.06452901540106873,0.01053987090035227,0.007382095075684681,0.004397074796580342,0.002717798429945817,0.0012446411616237204 +389,Default,-8.690794702601142e-18,0.009284803599690505,0.002693104161006163,-0.002443814962738311,0.003417140005786081,0.0005027058568653597,0.001355725294898025,-0.0029465208196036707,0.0021807586664654302,-0.008289733584744474,0.004234774082615477,-0.003065090619550892,0.0025479845049523287,0.0008400838857802517,0.0011866216457987369 +390,Default,-0.011490764267901351,0.11115716314641885,0.018666543690109137,-0.0023515793501815317,0.003032300905889698,0.0033588844816189846,0.0012769668286830749,-0.005710463831800516,0.0025665964111039772,0.10645364234931945,0.019540536121401664,0.0030620093073532306,0.00403318765379503,0.003217321757548075,0.0014769201523908068 +391,Default,-0.00015361658230846685,0.05581013041647811,0.013944702318230518,0.0002894342407887995,0.0015519406715786427,-0.00019845455171736416,0.0011830806769977144,0.0004878887925061637,0.0010458845197843013,0.042940063465075465,0.012532564769118114,0.0022920672767256624,0.0023271517995205404,0.00028271610629191366,0.0006962132161643682 +392,Default,-0.0006717075829529945,0.09258275568484395,0.01228249775984117,0.00298383725805651,0.0015216443945489755,-0.00032248094522806524,0.00042127102512768343,0.003306318203284575,0.0017343152556694589,0.08372359160984857,0.011421277663710323,0.006896850850086356,0.002098448811655472,7.427743148344935e-05,0.00022719711393144783 +393,Default,-0.0020472958155501727,0.0792125044177165,0.018406045998113702,0.0074733328116764145,0.004268026361132416,-6.117471340902903e-05,0.0006261991895955785,0.007534507525085443,0.004007779671202473,0.07379029003069144,0.019111294564485133,0.005669991870305147,0.004869634601238618,0.0002579804452384371,0.00030959507880115307 +394,Default,0.004864881429683851,0.05018267835705496,0.011233759510116497,0.006241896101756783,0.0023750364262090473,0.004292902267935527,0.0013859217719277965,0.0019489938338212553,0.0020760951320847663,0.042773459828786595,0.011612653374840437,0.006488271711129379,0.0027673156303004076,0.004628702420396857,0.0013049165797391095 +395,Default,-0.0010459050706524398,0.07014576187232065,0.020702448508831708,0.008475689411635345,0.005260864084193649,0.000966560884044454,0.0005966077106595462,0.0075091285275908914,0.0049458316258472815,0.06555547624023916,0.020790692626757316,0.006883938919853616,0.004269481443192989,0.0015362977084355967,0.0005058816044280102 +396,Default,-0.0022509869129312024,0.07624772043744868,0.023046786540665283,0.014267604565498337,0.0038433560604748374,0.005289585932588392,0.0027007776571921016,0.008978018632909946,0.005673523323956453,0.07834641855166964,0.02218313228573821,0.011243299459729128,0.002846428434041654,0.003048841779841527,0.0016374738216427464 +397,Default,-0.004057724692558253,0.14302056590691922,0.02187865862997461,0.011736085432053022,0.003912979199837246,0.003318261269840983,0.0018196561252149992,0.00841782416221204,0.004099469281353786,0.14263892208181178,0.02496786338670726,0.015091471924574407,0.002512400920283337,0.002871498899026803,0.001564437992450632 +398,Default,-0.003377260953435108,0.07452990211109153,0.017826733624300328,0.010942523401954674,0.003486316669574366,0.004373302510288201,0.002196529785010453,0.006569220891666472,0.0027788725720403473,0.07867167978628886,0.01873383321243218,0.007745000864298479,0.0031942740944914424,0.003640875630155449,0.002107482699760705 +399,Default,-0.0010831028684119037,0.10763494089737649,0.02473123208547604,0.01086393113890607,0.00513262620838806,0.002533945876514965,0.0019584717962795486,0.008329985262391103,0.0042779325227625675,0.10909065470350894,0.02370209496483203,0.01369813628657952,0.004198719272597898,0.002146110279781488,0.0006985717548976622 +400,Default,-0.003839807635087177,0.10501298770781162,0.026562968144400238,0.014588870264392328,0.004519124228274457,0.0032341746432935858,0.0012414965161797234,0.011354695621098743,0.005365104249372433,0.10793618028837607,0.027369733836653625,0.014661974297285173,0.004674160745515631,0.0033290060224753447,0.0009263343280176872 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/run_config.json b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/run_config.json new file mode 100644 index 00000000..b044ba7b --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/run_config.json @@ -0,0 +1,25 @@ +{ + "n_stim": 2185, + "n_parcels": 400, + "n_folds": 5, + "n_pca": 100, + "max_rank": 20, + "shared_rank": 4, + "n_shuffles": 0, + "seed": 42, + "alphas": [ + 0.1, + 1.0, + 10.0, + 100.0, + 1000.0 + ], + "alpha_cv": 3, + "brain_path": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/data/corrected_reanalysis/brain_jepa_native_1patch.npy", + "output_dir": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation", + "save_predictions": false, + "smoke": false, + "skip_brain_figure": false, + "schaefer_atlas": "/global/homes/s/sjmoon/nilearn_data/schaefer_2018/Schaefer2018_400Parcels_7Networks_order_FSLMNI152_2mm.nii.gz", + "root": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn" +} \ No newline at end of file diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/shared_rank_diagnostics.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/shared_rank_diagnostics.csv new file mode 100644 index 00000000..f7e182e2 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/shared_rank_diagnostics.csv @@ -0,0 +1,501 @@ +subject,fold,component,heldout_correlation,train_singular_value,fold_empirical_p +1,1,1,0.6756715344068511,0.7641624050304016, +1,1,2,0.5832169039808034,0.7210304604808853, +1,1,3,0.5705701445212681,0.6859422106545618, +1,1,4,0.43853006826622204,0.6150432037510735, +1,1,5,0.30878348666563366,0.5872979248331933, +1,1,6,0.36439298412201643,0.5517253381084967, +1,1,7,0.2733376073219383,0.542732047505235, +1,1,8,0.2901146781876407,0.5043676002742131, +1,1,9,0.26718296896283794,0.49681366215147843, +1,1,10,0.13113123843431762,0.47342921909051966, +1,1,11,0.14484130300990405,0.46771513787981, +1,1,12,0.09800482897153813,0.4611701644100979, +1,1,13,0.16034636046885217,0.44192656964652444, +1,1,14,0.08102057412650848,0.431979322935029, +1,1,15,0.1504996741655069,0.4309268367014817, +1,1,16,0.08096463203002592,0.42777884636086544, +1,1,17,-0.05415184493795847,0.42171705612099286, +1,1,18,0.012736773226351816,0.4082996312572239, +1,1,19,0.019143589061211195,0.396819084436465, +1,1,20,-0.017078389567402995,0.38960938123911165, +1,2,1,0.6924779015478401,0.7605075283566479, +1,2,2,0.634650555681279,0.7105910265132925, +1,2,3,0.5435536218144419,0.6865381458008964, +1,2,4,0.4506848981028467,0.6139768642488517, +1,2,5,0.32808216165606763,0.5699241167637481, +1,2,6,0.3296619452571276,0.555335161013551, +1,2,7,0.2782557023943564,0.5227261526622105, +1,2,8,0.2953090457438873,0.515272418595325, +1,2,9,0.19659335800554154,0.4896645058132777, +1,2,10,0.15576216167957543,0.47960510367103304, +1,2,11,0.1874051755723291,0.44914154517905047, +1,2,12,0.1815268463232576,0.44323615865402677, +1,2,13,0.14822347404290162,0.4385372521617174, +1,2,14,0.07786072474877735,0.43372070878325425, +1,2,15,0.14980680394289464,0.4281437820980582, +1,2,16,0.10014076588135137,0.41754420558358346, +1,2,17,0.18484041440874768,0.4054884933830417, +1,2,18,0.062343216679248796,0.3957317282017095, +1,2,19,0.1292341446781363,0.3929118263865416, +1,2,20,0.09316924600411916,0.385206931108089, +1,3,1,0.6432660294324413,0.7690056008877656, +1,3,2,0.6302280626512559,0.708480339618946, +1,3,3,0.5498495887965198,0.6852331416050939, +1,3,4,0.46155648335643956,0.606665235706739, +1,3,5,0.3555557436880015,0.5814383964630632, +1,3,6,0.33507860994605154,0.5549290518136446, +1,3,7,0.31972445324222537,0.5362730413495932, +1,3,8,0.2594819735042845,0.5155352314888046, +1,3,9,0.2446386186761822,0.49428527375545106, +1,3,10,0.11830493337054818,0.47525113762348614, +1,3,11,0.1670677473937854,0.4621815808297198, +1,3,12,0.1813359455258786,0.45588422905055287, +1,3,13,0.12414080298652212,0.4453295734833722, +1,3,14,0.05637051366424442,0.4342309352812909, +1,3,15,0.08406424240318905,0.42865942103491683, +1,3,16,0.15293189245972538,0.41760808294026713, +1,3,17,0.060322038739480346,0.41297392946687245, +1,3,18,0.09381135456681196,0.4070944441153997, +1,3,19,0.059841501526651394,0.4033892291423964, +1,3,20,0.04554442155482051,0.39297484122975346, +1,4,1,0.6705415918308608,0.7626037769982559, +1,4,2,0.5986990172366287,0.7188426474711685, +1,4,3,0.5412349618283667,0.6908201140350229, +1,4,4,0.4780746662439229,0.6072717798098946, +1,4,5,0.3670623958940861,0.5658686901709682, +1,4,6,0.39784363966509523,0.5566385283510725, +1,4,7,0.30606629686639625,0.5357033840056409, +1,4,8,0.20490371052921016,0.5139434972427318, +1,4,9,0.10602708617421477,0.5010062247237305, +1,4,10,0.12439912485659176,0.48787578421535027, +1,4,11,0.13965524208208654,0.48032155971380386, +1,4,12,0.13065150944870865,0.4595806759027401, +1,4,13,0.12720922499123685,0.4410514990950089, +1,4,14,0.07858172070686009,0.43403879702516185, +1,4,15,0.08792335787630726,0.4187773371731299, +1,4,16,0.07423935013644326,0.41579243409559813, +1,4,17,0.14008955424309963,0.41030554724787116, +1,4,18,0.1568813411994808,0.4017783124003351, +1,4,19,0.048549896937710404,0.4000817617850345, +1,4,20,0.01242814502126753,0.399397755501007, +1,5,1,0.6767021739752668,0.7636401777111357, +1,5,2,0.5876097137360914,0.7178381318190356, +1,5,3,0.5757884933444603,0.6839474732738482, +1,5,4,0.4429006861896964,0.6200688211888098, +1,5,5,0.3043127567132286,0.5670755998193832, +1,5,6,0.42173951655328373,0.5615021125912352, +1,5,7,0.29429482649367367,0.5325628564865582, +1,5,8,0.2649226796060516,0.5181633829535194, +1,5,9,0.17857261227066956,0.4881109543149336, +1,5,10,0.21265337236298446,0.4694675804254022, +1,5,11,0.030389109994873847,0.459508928249747, +1,5,12,0.1263328771840657,0.44057549137722757, +1,5,13,0.1147494478313175,0.4376394569731341, +1,5,14,0.13835074183071092,0.43531397017906104, +1,5,15,0.13137036046629466,0.42145203233646183, +1,5,16,0.12998386921159774,0.4160252525062243, +1,5,17,0.10360550303253012,0.41209158737921936, +1,5,18,0.0006705981910427724,0.4038200396626707, +1,5,19,0.13270727328668377,0.3943647810554131, +1,5,20,0.0465208554340907,0.38347475485039656, +2,1,1,0.6560093069602332,0.7752856983853341, +2,1,2,0.6085579685461995,0.7385096146547656, +2,1,3,0.5740247113234984,0.6834196745377277, +2,1,4,0.40526845501891434,0.604998946693049, +2,1,5,0.3189100733126792,0.5852795003271676, +2,1,6,0.4064179541704198,0.5713240000781266, +2,1,7,0.20331538786006595,0.5483236006977714, +2,1,8,0.2381625649083203,0.49778555830181226, +2,1,9,0.2250575550487886,0.4942181089530951, +2,1,10,0.11423526143257541,0.4800556977074149, +2,1,11,0.2068621282197977,0.47672203279377, +2,1,12,0.07158708384286136,0.457876106376113, +2,1,13,0.18657436678762832,0.452512872745279, +2,1,14,0.05915387410513607,0.4454124494743616, +2,1,15,0.08441040738900958,0.43057090804106996, +2,1,16,0.05909142039429952,0.42469948250289025, +2,1,17,0.08755753417999125,0.4184564339603663, +2,1,18,0.07525070548580359,0.40463504428462316, +2,1,19,0.15971397203674528,0.4012672909440982, +2,1,20,0.05722109038419171,0.39304856605449123, +2,2,1,0.6983087580340636,0.762090848125812, +2,2,2,0.6574766091386284,0.7299535420288045, +2,2,3,0.48396619219551223,0.6884407487366484, +2,2,4,0.42519519948797957,0.596524731181339, +2,2,5,0.40009941173375707,0.5762900168762076, +2,2,6,0.3747950727468345,0.5704579901619222, +2,2,7,0.3317687994789317,0.5251711667226775, +2,2,8,0.24569564176277517,0.49215873619088557, +2,2,9,0.18151801169427265,0.4909480688594243, +2,2,10,0.10506724454076283,0.47860477435573007, +2,2,11,0.2501056350373904,0.4704493875121601, +2,2,12,0.14253916170328026,0.45006611484355896, +2,2,13,0.15659445989201845,0.4437776154099663, +2,2,14,0.10501032213097351,0.43284743290507155, +2,2,15,0.024304776254978393,0.4311689344142889, +2,2,16,0.1304750143692072,0.4192867093552967, +2,2,17,0.07464447842380335,0.41107632334152266, +2,2,18,0.0391951264094346,0.40815114116878454, +2,2,19,0.08014420662624167,0.3941753515881061, +2,2,20,0.023264910022285874,0.3868866081675477, +2,3,1,0.6643227858703895,0.7695228305387847, +2,3,2,0.6638614542631927,0.7342219514144344, +2,3,3,0.5896169370205873,0.6804485408178136, +2,3,4,0.3978589853925455,0.5968048068672931, +2,3,5,0.41714683063040225,0.5835288835404427, +2,3,6,0.31808685099618295,0.5643175562617384, +2,3,7,0.3340650227664021,0.5484972193880605, +2,3,8,0.19638941889290787,0.4969210192835609, +2,3,9,0.26675438140050456,0.486450067213852, +2,3,10,0.13981086417586996,0.4854133675727461, +2,3,11,0.24395454646605122,0.47222359922925095, +2,3,12,0.10069523616287399,0.450710661913483, +2,3,13,0.19626292524739833,0.441539185215261, +2,3,14,0.16983799079650608,0.43826466485064725, +2,3,15,0.07965590373209872,0.4188207322613108, +2,3,16,0.10010039096937362,0.41007475936249604, +2,3,17,0.07769283005022479,0.40613288594509905, +2,3,18,0.11181238401194815,0.3978587578454861, +2,3,19,0.09314675105099772,0.39394304608384784, +2,3,20,0.06949878757282843,0.38484607393800757, +2,4,1,0.6738806537235646,0.7655830022187783, +2,4,2,0.6526886676465625,0.7354806201226541, +2,4,3,0.5643536607591015,0.6851217849433349, +2,4,4,0.43035660796891123,0.6028882127322306, +2,4,5,0.3850746796912451,0.5896196743672804, +2,4,6,0.3619198700024055,0.5680251738297801, +2,4,7,0.32904530209124266,0.5332252354363665, +2,4,8,0.1553772342374827,0.5144287498077866, +2,4,9,0.1866643110500857,0.4985896182422937, +2,4,10,0.09909650870586785,0.4774197856986827, +2,4,11,0.27032257655602626,0.46819073859852867, +2,4,12,0.10327875227306672,0.45817811593843105, +2,4,13,0.20249872441509284,0.4462140275792719, +2,4,14,0.09199001805422977,0.4358898195563191, +2,4,15,0.1379650085236238,0.4203932997910139, +2,4,16,0.14875622696239263,0.4163424086752084, +2,4,17,-0.019918178936891424,0.4121889232181627, +2,4,18,0.0846493083793047,0.3959975405806083, +2,4,19,0.11007072780754391,0.39208750566867673, +2,4,20,0.10793928062570733,0.3873813019023854, +2,5,1,0.6692057446537943,0.7688075308377396, +2,5,2,0.6438263708280124,0.7364489497270601, +2,5,3,0.5516934567063612,0.6869465045670324, +2,5,4,0.39453813145886596,0.6087802039542608, +2,5,5,0.3569415041543974,0.5765804270733655, +2,5,6,0.43662891491370015,0.5558016525570427, +2,5,7,0.2751473950464054,0.5294333697416678, +2,5,8,0.2797439252622146,0.5140453855574579, +2,5,9,0.22091824342381186,0.4825887175158437, +2,5,10,0.14936791251075177,0.477101094176538, +2,5,11,0.23129273911148518,0.4610654027618995, +2,5,12,0.004631546322424276,0.4489847912076469, +2,5,13,0.17103968096867156,0.4405317204848701, +2,5,14,0.09448766682591833,0.4321015845208493, +2,5,15,0.06204026317375148,0.42450360483928007, +2,5,16,0.1964960411204,0.41763868619386335, +2,5,17,0.04706625327796813,0.4133931205193572, +2,5,18,0.14444202138630619,0.41018514049215754, +2,5,19,0.10419853080463817,0.4033974296417775, +2,5,20,0.10540960581410895,0.39413988344940615, +3,1,1,0.6753266501628419,0.7724199643080031, +3,1,2,0.5750347976453262,0.7285454617577074, +3,1,3,0.5843486214376759,0.6902600470264034, +3,1,4,0.44809158976102786,0.6174700072766598, +3,1,5,0.30914757798315673,0.5905395244496947, +3,1,6,0.3356735940779818,0.556108799467051, +3,1,7,0.25758355628730134,0.5228794734715256, +3,1,8,0.2561138587949027,0.5031414484982012, +3,1,9,0.19735187683410713,0.48911671761889486, +3,1,10,0.12370705373532713,0.4739666766932439, +3,1,11,0.06581262187336037,0.4703402802073466, +3,1,12,0.14572273238071345,0.44946448386619225, +3,1,13,0.166364848629379,0.4449103620617672, +3,1,14,0.11085001344718878,0.43596538250772543, +3,1,15,0.007882073887278695,0.42694451240525755, +3,1,16,0.08260917160370586,0.41627459948925866, +3,1,17,0.10479856251762938,0.41487271628568245, +3,1,18,0.03195084486575995,0.39848291333102714, +3,1,19,-0.020115533625211707,0.39653873174184145, +3,1,20,0.10485601566640336,0.39009818339483504, +3,2,1,0.698897565533289,0.7667554849328796, +3,2,2,0.6468051882579119,0.7164951976962506, +3,2,3,0.5217705623494039,0.6940157096950881, +3,2,4,0.4484057483284961,0.6178405383288745, +3,2,5,0.3386466157911283,0.5790944001587321, +3,2,6,0.35673500220460036,0.556251467544354, +3,2,7,0.23744750901626072,0.5139557245327716, +3,2,8,0.2605931892747007,0.506110405900151, +3,2,9,0.1847915929190501,0.49236843742777914, +3,2,10,0.14212335971800613,0.48529878807511756, +3,2,11,0.11689506890436381,0.4614206385615937, +3,2,12,0.15578647283477645,0.45849026243714436, +3,2,13,0.20738727917290717,0.4393584035067061, +3,2,14,0.11463730571433518,0.43203941023727, +3,2,15,0.06525277534676686,0.4151586425914682, +3,2,16,0.15197008361538708,0.4068699588057072, +3,2,17,0.039942037994550664,0.40314976878633046, +3,2,18,0.09088955277382418,0.3974115730218742, +3,2,19,0.12802575251711817,0.3907212606738442, +3,2,20,0.09297068340763909,0.3870141308738325, +3,3,1,0.6641284540884516,0.7761252678832955, +3,3,2,0.6431741734127976,0.7196231381254234, +3,3,3,0.6016421267530234,0.6875454766304968, +3,3,4,0.49439310218970267,0.5983313241859184, +3,3,5,0.3802672203130707,0.5734275256707583, +3,3,6,0.40206559951920656,0.5549267771333882, +3,3,7,0.19871140002640308,0.5090763146805641, +3,3,8,0.26526375102145233,0.5080318750090803, +3,3,9,0.19257749001532923,0.48520055049498645, +3,3,10,0.26319318081214776,0.47633067048332617, +3,3,11,0.1336764088340402,0.4646328282059177, +3,3,12,0.15715595598673018,0.4499784227071068, +3,3,13,0.16317148205375626,0.44341044002879537, +3,3,14,0.1385906747378423,0.43226983738151686, +3,3,15,0.16525789015959252,0.41534622677290367, +3,3,16,0.06625998973214138,0.40604080752329097, +3,3,17,0.11335709598081298,0.4011103067608447, +3,3,18,0.10720816217769438,0.39973259259286503, +3,3,19,0.06259004004143066,0.39268712061465055, +3,3,20,0.13600746164963282,0.3782865482482449, +3,4,1,0.6911372333655827,0.7685239338328432, +3,4,2,0.5807987308070625,0.7278597497374018, +3,4,3,0.5598626589694679,0.692772281906157, +3,4,4,0.49804116413478683,0.600624919749108, +3,4,5,0.3681030400426844,0.5762415586592905, +3,4,6,0.3814825067850259,0.5616651125400692, +3,4,7,0.2921475684524934,0.5161667711013905, +3,4,8,0.18889659045599194,0.505444586528219, +3,4,9,0.25956141317766496,0.4968429916834331, +3,4,10,0.13423062084024104,0.46764109207869203, +3,4,11,0.042216515882805325,0.45517538742499136, +3,4,12,0.08153462060144982,0.44659941275117804, +3,4,13,0.1125369103360306,0.44474030624727856, +3,4,14,0.062133359800528504,0.4345360049392852, +3,4,15,0.07778925428258898,0.4284838726916431, +3,4,16,0.06569794859045476,0.422432970544088, +3,4,17,0.11280156060323436,0.41338277855150624, +3,4,18,0.11562179334099779,0.40830166519637057, +3,4,19,0.07816296335465261,0.3963770116761919, +3,4,20,0.029795839481626278,0.39303015982409756, +3,5,1,0.6954878764082757,0.768576504630178, +3,5,2,0.6088310748008127,0.723071763932554, +3,5,3,0.5610223034870323,0.6939364137890954, +3,5,4,0.42731026479035855,0.6218031002259593, +3,5,5,0.30509636728564693,0.579422352260339, +3,5,6,0.4257381346796689,0.5559672709739886, +3,5,7,0.19666558028456146,0.5257705706502435, +3,5,8,0.23247265130385347,0.512488043744561, +3,5,9,0.26390683672132065,0.4866003667537363, +3,5,10,0.11304027174562675,0.4683169583752198, +3,5,11,0.15657039154869176,0.46318807276262486, +3,5,12,0.15796534538269108,0.44557405848255066, +3,5,13,0.11923792729399868,0.43544427596518936, +3,5,14,0.03324511821854955,0.4261898626150608, +3,5,15,0.20864389228163305,0.42253014628297086, +3,5,16,0.11940777557540369,0.41078822063974124, +3,5,17,0.09838853867736067,0.409327477387109, +3,5,18,0.03570296853952067,0.4053308472442278, +3,5,19,0.08792518379644419,0.39337385480518855, +3,5,20,0.0666617925326733,0.38997067791455386, +4,1,1,0.665324989619576,0.7723819544324049, +4,1,2,0.601893939191228,0.7186439274906413, +4,1,3,0.5659841684372392,0.6872374349117443, +4,1,4,0.44170765963520986,0.6354111224336447, +4,1,5,0.3038606123541829,0.5816061072326539, +4,1,6,0.3716765216380251,0.5708631324828185, +4,1,7,0.19772605078519812,0.5280920691294846, +4,1,8,0.18842704094403415,0.518499912568924, +4,1,9,0.23136709415548012,0.5015676042896658, +4,1,10,0.1433834505179518,0.4816830948620983, +4,1,11,0.11481280068001257,0.46490150416003323, +4,1,12,0.15336835179206976,0.45993895713784455, +4,1,13,0.13096247040719508,0.4451735842899583, +4,1,14,0.13219870967627184,0.4366869503861671, +4,1,15,0.165205863680768,0.42340322649501777, +4,1,16,0.15486852720021566,0.4200449958361207, +4,1,17,0.04516208672150962,0.41184918184122193, +4,1,18,0.05759913556357091,0.4006357509888169, +4,1,19,-0.004814657560323334,0.39294647108639524, +4,1,20,0.0017267902141989272,0.3888832545332571, +4,2,1,0.7046518541538794,0.7627324789970638, +4,2,2,0.6607677482823605,0.7093715911972968, +4,2,3,0.5147174100359583,0.6856100981328371, +4,2,4,0.488517573139275,0.6328057969580639, +4,2,5,0.3795785071020095,0.5710160310165826, +4,2,6,0.36067734658976525,0.5618137639000049, +4,2,7,0.1907301065263356,0.5150300033634404, +4,2,8,0.28353773149993766,0.505583924685269, +4,2,9,0.18874576944465407,0.4979566648134198, +4,2,10,0.1888572109484212,0.48554886574724965, +4,2,11,0.19015704819236412,0.4636815408179646, +4,2,12,0.17729716951869257,0.4555843549854847, +4,2,13,0.13503693355340982,0.450441566263059, +4,2,14,0.1089497503172979,0.4347401866885122, +4,2,15,0.16947358073414856,0.4318059185215891, +4,2,16,0.10065010130399227,0.4159366056419125, +4,2,17,0.15432305739217372,0.40886935699960325, +4,2,18,0.026731074269223016,0.4074911830468121, +4,2,19,0.1330718829218886,0.3928204933569093, +4,2,20,0.08485394373157175,0.3917328469488449, +4,3,1,0.659370566266688,0.7705868403721942, +4,3,2,0.6353601129609424,0.7146541697366398, +4,3,3,0.5466419698080295,0.6890939194612155, +4,3,4,0.5042268007103073,0.6210401980996427, +4,3,5,0.40180141061310265,0.5738410701777089, +4,3,6,0.3665754944614176,0.5595895615706505, +4,3,7,0.2231054337197908,0.5239596313930883, +4,3,8,0.2499925982016316,0.5101276161465766, +4,3,9,0.24020860766095384,0.49754462330740545, +4,3,10,0.19549481991471207,0.47255372567984, +4,3,11,0.19910526147755817,0.4666038762156134, +4,3,12,0.16736745986490456,0.4524781445941484, +4,3,13,0.13458066073698174,0.4447691131097224, +4,3,14,0.10966762198769789,0.438545033463237, +4,3,15,0.06307449067944566,0.42328701388428835, +4,3,16,0.08583269648420368,0.4150064361894698, +4,3,17,0.07581527331037718,0.4051079339605889, +4,3,18,0.00471409198127114,0.4004625006408939, +4,3,19,0.13794172658651857,0.39300039773204526, +4,3,20,0.029734628630340484,0.3891822713153262, +4,4,1,0.684537584194855,0.7632078643170206, +4,4,2,0.5661985070046393,0.730600532900704, +4,4,3,0.5777524041113846,0.681221786114278, +4,4,4,0.4769264149796331,0.6283901470251634, +4,4,5,0.31186788848653163,0.5727661693358955, +4,4,6,0.41179954612528924,0.56261911350427, +4,4,7,0.22562809907964002,0.5289103092090495, +4,4,8,0.15990499666046779,0.5030622823843539, +4,4,9,0.2450096530266344,0.4858318636434762, +4,4,10,0.0964787829461436,0.4737757060192219, +4,4,11,0.17656108829775274,0.470090618764249, +4,4,12,0.1301343676282325,0.45835991638139667, +4,4,13,0.17687421740711035,0.4468675947461723, +4,4,14,0.09568559259590746,0.4377351580180679, +4,4,15,0.09403364951076384,0.433886914529245, +4,4,16,0.16176493179685705,0.41454526944976694, +4,4,17,0.08359311811420095,0.4044560426069498, +4,4,18,0.0657718257622134,0.3986257601057981, +4,4,19,-0.014407485601342387,0.39412027509121456, +4,4,20,0.09974058422429546,0.38670211196346294, +4,5,1,0.6758816414210225,0.7695444128379892, +4,5,2,0.5947773864470823,0.7173831249706492, +4,5,3,0.5709354820387812,0.6848941141720389, +4,5,4,0.43234220160147885,0.6364412125858064, +4,5,5,0.32404450834047505,0.5754477557588973, +4,5,6,0.44039010161271847,0.5458574908756116, +4,5,7,0.2605462103287484,0.5212460133286277, +4,5,8,0.25318594066587763,0.5140853960410656, +4,5,9,0.22008765850517178,0.4936548865773793, +4,5,10,0.1493332159459675,0.47547101817208715, +4,5,11,0.24875215783305113,0.46321985887901357, +4,5,12,0.031221533316347583,0.450690391410202, +4,5,13,0.08149720838039529,0.4361233206081889, +4,5,14,0.1975297967220602,0.4349326887711466, +4,5,15,-0.013689073019327917,0.43114277417769314, +4,5,16,0.02014090813993639,0.4095082955994495, +4,5,17,0.07412943207757734,0.40616291500316054, +4,5,18,0.0914780638013709,0.40010493473593317, +4,5,19,0.060268626492898186,0.39286295939145105, +4,5,20,0.08678771161252914,0.3842198844048873, +5,1,1,0.675196480190123,0.7823830394896362, +5,1,2,0.6201307127933138,0.736990377227502, +5,1,3,0.5976780094445557,0.7103633109917556, +5,1,4,0.48214889354779833,0.6411275157039951, +5,1,5,0.39218050859394155,0.5951146347769509, +5,1,6,0.3749309932051913,0.5759916264343158, +5,1,7,0.18216380398747498,0.5258145585329914, +5,1,8,0.27212617587839016,0.5101046182945238, +5,1,9,0.18606997949563947,0.5023435030664896, +5,1,10,0.17573340853172684,0.4810805950807144, +5,1,11,0.11740128937184399,0.473581074278078, +5,1,12,0.09525643564267286,0.4547179650417816, +5,1,13,0.18588866635448223,0.44650797499526845, +5,1,14,0.11623290288426308,0.4376981864459028, +5,1,15,0.05225097312951766,0.4262195527450648, +5,1,16,0.07019387599081368,0.4163107764364429, +5,1,17,0.10558637526442903,0.4092309925331299, +5,1,18,0.08353864813453561,0.40359771117387166, +5,1,19,0.13559907204079694,0.398989702328881, +5,1,20,-0.08701033405699687,0.39443242044886345, +5,2,1,0.7115239267039792,0.7735026310066555, +5,2,2,0.640611025835807,0.7280161441816027, +5,2,3,0.5724528820457715,0.7084660578734752, +5,2,4,0.47079418706259174,0.63838014743072, +5,2,5,0.42204879144526786,0.5936508371131622, +5,2,6,0.36105262666937904,0.5664439677670656, +5,2,7,0.2966425900490341,0.5226869742115862, +5,2,8,0.1572490906993586,0.5106618068292704, +5,2,9,0.2420754123769353,0.50414793578948, +5,2,10,0.17023513583774125,0.4908526342154743, +5,2,11,0.18037331401331572,0.46900516179504015, +5,2,12,0.14946195174531518,0.45474077158417414, +5,2,13,0.2042840263888263,0.43697075355843645, +5,2,14,0.18669023319879105,0.43299678990453244, +5,2,15,0.07809350088559215,0.41854850072105093, +5,2,16,0.09233622792262305,0.4141914631463954, +5,2,17,0.12529621894011048,0.40437514399874036, +5,2,18,0.17552332621456723,0.3945830864147004, +5,2,19,0.04720535585787971,0.38829241095249667, +5,2,20,0.14484367600294884,0.379891045834064, +5,3,1,0.6847561726225989,0.7766728487224667, +5,3,2,0.6349207081506808,0.7290675989904782, +5,3,3,0.5926740420292108,0.7052200046095667, +5,3,4,0.5207807116064267,0.6246416057477244, +5,3,5,0.40499350435582315,0.5958581216990484, +5,3,6,0.37225355600837257,0.5654410050984499, +5,3,7,0.248614117628508,0.5306731557595623, +5,3,8,0.23685233795195165,0.5098691110967813, +5,3,9,0.2356492593542629,0.49340671330082775, +5,3,10,0.18023232416685508,0.47664895381339073, +5,3,11,0.17466275781688495,0.47108645721262854, +5,3,12,0.18025258161966007,0.4593702268262606, +5,3,13,0.058432691260723035,0.44918076701857373, +5,3,14,0.10394517393306707,0.44127815197018205, +5,3,15,0.11155038504578403,0.43107802136393814, +5,3,16,0.038797941507656336,0.4277753257827723, +5,3,17,0.09465777668042553,0.41913624756858125, +5,3,18,0.0840376105163135,0.39874874904125973, +5,3,19,0.08422198476831558,0.38622740947640394, +5,3,20,0.03037857621305383,0.38462185620629435, +5,4,1,0.7030406209260872,0.7708065889149511, +5,4,2,0.5839497912716196,0.7441154501940147, +5,4,3,0.600047403416702,0.702114194651703, +5,4,4,0.4895025507512946,0.6336989570609896, +5,4,5,0.4188350328349405,0.5977769876757659, +5,4,6,0.39370669171511213,0.5590823424399582, +5,4,7,0.25183270391993495,0.5362458126108525, +5,4,8,0.30244575889203723,0.5063962387782037, +5,4,9,0.1707534900505427,0.495656499841422, +5,4,10,0.17048810158064165,0.4798161720403377, +5,4,11,0.15368206908921653,0.4639084226293646, +5,4,12,0.18168549014970725,0.4617204294564919, +5,4,13,0.12048648847551365,0.4558023894217288, +5,4,14,0.09658343610173327,0.44180218191887355, +5,4,15,0.11879214389771779,0.4313534495577868, +5,4,16,0.09918136718098129,0.41937087143330515, +5,4,17,0.14797627408214648,0.41443100164992913, +5,4,18,0.045764273455758134,0.4025382345378453, +5,4,19,0.018347049926320705,0.39941799734608646, +5,4,20,0.01703887796841697,0.3961665686795283, +5,5,1,0.6851019873915195,0.7751202276723049, +5,5,2,0.6296288673089261,0.7286938043554526, +5,5,3,0.5877723816352504,0.7051820783330804, +5,5,4,0.47169507459596605,0.6421331379194051, +5,5,5,0.3695785280932182,0.6030688074294916, +5,5,6,0.4031374232010872,0.5534328783456214, +5,5,7,0.2434907357598454,0.5367608249065434, +5,5,8,0.2491842586335998,0.5177652829927678, +5,5,9,0.16459596932466106,0.48262986674524166, +5,5,10,0.22408118747007486,0.47492336024288395, +5,5,11,0.24197109104045036,0.46716991317317136, +5,5,12,0.18198085164138547,0.45114119038426526, +5,5,13,0.11703948152749631,0.44031988680869993, +5,5,14,0.06046848842462985,0.42872549656085235, +5,5,15,0.06683027994090214,0.4246439655243383, +5,5,16,0.07223672412453686,0.4203188481747802, +5,5,17,0.14258551968428304,0.40893125194966734, +5,5,18,0.04249723398039642,0.4045258978923893, +5,5,19,0.1503044185140877,0.40218930725703483, +5,5,20,-0.004387924680524501,0.38822626007508526, diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/shared_rank_group_summary.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/shared_rank_group_summary.csv new file mode 100644 index 00000000..dea09da6 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation/shared_rank_group_summary.csv @@ -0,0 +1,21 @@ +component,heldout_correlation_mean,ci_low_over_subject_folds,ci_high_over_subject_folds,group_null_empirical_p,positive_subject_fold_fraction +1,0.6797900033393628,0.6728363301521196,0.686743676526606,,1.0 +2,0.6193479235151665,0.6071391224587384,0.6315567245715947,,1.0 +3,0.5639981677723841,0.5523423693047554,0.5756539662400127,,1.0 +4,0.4567939247328278,0.4428000872195096,0.47078776224614605,,1.0 +5,0.35888076631098714,0.34205663997646024,0.37570489264551404,,1.0 +6,0.3801784198746384,0.36646648596929254,0.39389035377998427,,1.0 +7,0.2579222503765267,0.23824842721216724,0.2775960735408862,,1.0 +8,0.23945387374051846,0.22146480910685268,0.25744293837418425,,1.0 +9,0.21186716999077265,0.1957137602734281,0.2280205797081172,,1.0 +10,0.15281762987125722,0.1356876364316382,0.16994762331087623,,1.0 +11,0.16738184353197766,0.14091867677960937,0.19384501028434595,,1.0 +12,0.13147100431453215,0.11165059449548552,0.15129141413357877,,1.0 +13,0.1480568303843938,0.13205511050182533,0.16405855026696226,,1.0 +14,0.10480289299000116,0.08825023981759707,0.12135554616240525,,1.0 +15,0.09689929913483306,0.07469579602053221,0.1191028022491339,,0.96 +16,0.10220511497214904,0.08463983104989745,0.11977039889440064,,1.0 +17,0.08880646042087269,0.06719755940872522,0.11041536143302015,,0.92 +18,0.07363285739651003,0.05468624196033199,0.09257947283268807,,1.0 +19,0.08084307895392136,0.05909904745959878,0.10258711044824394,,0.88 +20,0.055116651018553044,0.03320217822027323,0.07703112381683286,,0.88 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/CCN_POSTER_HANDOFF.md b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/CCN_POSTER_HANDOFF.md new file mode 100644 index 00000000..48202ff8 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/CCN_POSTER_HANDOFF.md @@ -0,0 +1,388 @@ +# CCN Poster Offline Handoff + +Snapshot date: 2026-07-22 + +Project: CCN analysis only, under `EmoBrain/archive/v5_direction_split_20260628/dir3_ccn` + +Repository commit at export: `fabeaff` plus uncommitted CCN poster-export changes + +This folder is a self-contained handoff for poster production after the server becomes unavailable. It contains final figures, source tables, exact run configurations, the confirmed shared-alignment null distribution, corrected Brain-JEPA provenance, and the analysis scripts used to produce the results. + +## 1. Download This Folder + +Download the entire `CCN_POSTER_HANDOFF` folder or the adjacent ZIP archive. Do not download only screenshots because the PDF versions are preferable for poster layout. + +Required poster assets: + +| File | Role | Recommendation | +|---|---|---| +| `figure_1_framework.pdf` | Foundation-model framework | Use in Methods/Overview if space allows | +| `figure_2_corrected_shared_channel.pdf` | Confirmed video-brain shared dimensions | Main Result 1 | +| `figure_3_content_affect_partition.pdf` | Content-controlled affect result | Main Result 2, strongest control | +| `figure_4b_corrected_cortical_brain_maps.pdf` | Corrected cortical brain maps | Main neuroscience figure and visual centerpiece | +| `figure_4_corrected_cortical_networks.pdf` | Yeo-network summaries | Main Result 3 | +| `figure_3b_content_affect_brain_maps.pdf` | Content-controlled raw-BOLD brain maps | Optional or supplementary panel | + +Every PDF has a 300-dpi PNG counterpart for software that handles PDF poorly. `figure_5` does not exist because the full multi-encoder consensus analysis was not completed. Never substitute the smoke-test encoder figure. + +## 2. Recommended Poster Identity + +### Recommended title + +**Shared Video-Brain Representations Scaffold Fine-Grained Affective Coding Across Cortex** + +### Alternative title with the earlier conceptual framing + +**The Brain's Emotion Geometry Is Grounded in What Is Seen and Understood** + +Recommended subtitle for the alternative title: + +> Independent video and brain foundation models reveal a shared visuocognitive channel and complementary fine-grained affective variance. + +### One-sentence conclusion + +> Independently pretrained video and brain foundation models share a small set of reliably predictable video dimensions, while continuous fine-grained affective profiles explain additional cortical variance beyond both this shared channel and visual-semantic content. + +### Korean conceptual summary + +감정 영상에 대한 뇌 표상은 독립적으로 학습된 video/brain foundation model 사이의 공유된 visuocognitive channel을 포함하지만, 그것만으로 완전히 설명되지 않는다. 연속적인 34차원 fine-grained emotion profile은 shared channel뿐 아니라 V-JEPA2와 visual-semantic content를 통제한 뒤에도 추가적인 cortical variance를 설명하며, 이 추가 정보는 arousal-valence 2축보다 풍부하다. + +## 3. Research Question + +Primary question: + +> **How is affective information organized within and beyond the representation shared by independently trained video and brain foundation models?** + +Operational questions: + +1. Which V-JEPA2 dimensions are reproducibly predictable from corrected Brain-JEPA embeddings on held-out stimuli? +2. Where is a cross-validated video-brain shared representation expressed in cortex? +3. Does a continuous 34-dimensional affective profile explain cortical activity beyond the shared representation? +4. Does the 34D profile add information beyond V-JEPA2 plus visual-semantic content, and beyond arousal-valence? + +The shared subspace is a measurement tool, not the biological endpoint. The endpoint is the cortical organization of shared visuocognitive and complementary affective information. + +## 4. Data and Representations + +- Participants: 5 subjects. +- Stimuli: 2,185 canonical emotional video stimuli. +- Brain target: raw fMRI BOLD in the first 400 cortical Schaefer parcels. +- Video foundation model: pretrained V-JEPA2, 1,408-dimensional stimulus embeddings. +- Brain foundation model: corrected frozen Brain-JEPA, shape `(5, 2185, 768)`. +- Fine-grained affect: continuous 34-dimensional Cowen-Keltner profile from `categcontinuous.mat`. +- Low-dimensional affect: arousal and valence from `dimension.mat`. +- Content controls: visual features from `vision.mat` and 73D semantic features from `semantic.mat`. +- Functional systems: Yeo 7 networks. + +The 34 values are continuous profiles. They are not hard labels, discovered neural categories, or 34 cortical modules. + +## 5. Corrected Brain-JEPA Policy + +Brain-JEPA was pretrained with a longer temporal grid. For the short-window data, the model has one temporal patch. The checkpoint's `emb_h` is fixed sinusoidal code rather than learned information, so the mismatched 10-patch `emb_h` was omitted at load time. The one-patch model's native sinusoidal code was retained. Learned compatible weights, including the spatial gradient-positioning projection, were loaded. + +The resulting embedding is described as: + +> **A corrected frozen Brain-JEPA spatial representation of short-window evoked responses.** + +Do not claim that this analysis uses or validates long-range temporal dynamics. Mean padding ratio was approximately 0.627. Full provenance and SHA-256 hashes are in `source_tables/brain_jepa_native_1patch.json`. + +## 6. Analysis A: Confirmed Shared Video-Brain Dimensions + +Input: + +- Group-mean corrected Brain-JEPA embedding: `(2185, 768)`. +- V-JEPA2 embedding reduced to 100 PCA components using all 2,185 stimuli. + +Procedure: + +1. Predict each V-JEPA2 PC from corrected Brain-JEPA with standardized ridge regression. +2. Evaluate held-out raw R-squared, Pearson correlation, and Spearman correlation using 5-fold stimulus CV. +3. Repeat with sequential and shuffled fold assignments. +4. Run 1,000 stimulus-label permutations on the top 20 observed PCs. +5. Apply Benjamini-Hochberg FDR across all 100 PCs. +6. Call a component shared only if held-out raw R-squared is positive and FDR q is below .05. Clipped-null and raw-null results must agree for positive components. + +Confirmed shuffled-fold results: + +| V-JEPA2 PC | Raw R-squared | Pearson r | Spearman r | Raw-null q | Clipped-null q | +|---:|---:|---:|---:|---:|---:| +| 1 | 0.2938 | 0.5851 | 0.5974 | 0.0059 | 0.0250 | +| 2 | 0.1074 | 0.4336 | 0.4273 | 0.0059 | 0.0250 | +| 3 | 0.2139 | 0.5321 | 0.5469 | 0.0059 | 0.0250 | +| 4 | 0.0336 | 0.3694 | 0.3744 | 0.0059 | 0.0250 | + +Sequential folds produced the same four positive, FDR-significant PCs. PCs 1-4 jointly account for 31.27% of V-JEPA2 variance. Several later PCs were statistically above the raw permutation null despite negative raw R-squared; these are not counted as predictive shared dimensions and their clipped-null q values were 1. + +Interpretation: + +> Cross-domain predictability is concentrated in the first four V-JEPA2 dimensions and is robust to fold construction. + +Avoid calling four the intrinsic neural dimensionality. PCA was fitted before CV and rank was operationally selected from positive predictive performance rather than nested rank selection. + +## 7. Analysis B: Content-Controlled Fine-Grained Affect + +This analysis predicts raw cortical BOLD and is independent of Brain-JEPA for its encoding maps. The script loads a brain embedding only to save a separate descriptive CKA table; the nested BOLD models used in Figure 3 and Figure 3b contain no Brain-JEPA features. Therefore these panels are not affected by the earlier Brain-JEPA positional-code issue. + +Procedure: + +1. Fit kernel ridge encoding models using 5-fold shuffled stimulus CV. +2. Select ridge alpha inside each training fold. +3. Compare nested feature sets on identical held-out stimuli: + - pretrained V-JEPA2 video features; + - visual plus semantic content; + - video plus content; + - video plus content plus arousal-valence; + - video plus content plus emotion profiles of rank 2, 3, 5, 10, 20, or 34. +4. Compute raw, unclipped parcel-wise R-squared and nested delta R-squared. +5. Use subjects, not parcels, as the inferential unit. +6. Apply FDR across the predefined map family separately for cortical mean, hierarchy contrast, and cortical-gradient association. + +Primary results: + +| Contrast | Mean held-out R-squared or delta | Cortical q | Transmodal minus visual | Hierarchy q | +|---|---:|---:|---:|---:| +| Video + visual-semantic content | 0.0590 | 0.0035 | -0.0207 | 0.1150 | +| Unique 34D beyond video + content | 0.001263 | 0.0048 | 0.000751 | 0.0310 | +| 34D advantage over arousal-valence | 0.000714 | 0.0053 | 0.000576 | 0.0310 | +| 34D advantage over matched emotion PCA-2D | 0.000898 | 0.0050 | 0.000584 | 0.0395 | +| Matched emotion PCA-2D versus arousal-valence | -0.000184 | 0.0559 | -0.000008 | 0.8779 | + +Interpretation: + +> Fine-grained affect contributes a small but consistent increment in held-out cortical prediction beyond extensive stimulus-computable video, visual, and semantic information. The 34D advantage is not reproduced by merely changing from arousal-valence to another two-dimensional affect basis, supporting representational resolution rather than coordinate choice. + +This is the strongest evidence for relative transmodal enrichment in the current poster. + +## 8. Analysis C: Corrected Shared-Channel Cortical Mapping + +Procedure: + +1. Hold out one subject from shared-axis discovery. +2. Within each of five stimulus folds, fit video PCA, brain PCA, and whitened cross-covariance SVD using training stimuli only. +3. Discover brain axes using the average corrected Brain-JEPA embedding of the other four subjects. +4. Use the first four video-side shared scores to predict the held-out subject's 400-parcel BOLD response with nested ridge regression. +5. Compare `shared`, `shared + 34D`, and `shared + arousal-valence` on identical held-out stimuli. + +Primary corrected results: + +| Map | Cortical mean | 95% CI | Subject-level p | +|---|---:|---:|---:| +| Shared-channel R-squared | 0.04817 | [0.03833, 0.05800] | 0.00017 | +| Unique 34D beyond shared | 0.01274 | [0.00599, 0.01950] | 0.00634 | +| 34D advantage over arousal-valence | 0.00693 | [0.00294, 0.01091] | 0.00847 | + +Network/hierarchy results: + +- Shared information was widespread and strongest on average in dorsal-attention parcels. +- The planned shared `visual - transmodal` contrast was unsupported: p = .894, BH q = .894. +- Unique 34D showed a positive `transmodal - visual` trend: p = .0513, BH q = .101. +- The 34D-over-arousal-valence hierarchy contrast also trended positive: p = .0758, BH q = .101. +- The maps were generated with shared rank 4 and `n_shuffles=0` because of the server deadline. Therefore the cortical rank diagnostic has no permutation-based p-values. + +Interpretation: + +> The shared channel is distributed rather than selectively visual. Fine-grained affect adds reliable cortical variance beyond this channel, but a strong shared-to-transmodal double dissociation is not established in the corrected cortical analysis. + +## 9. Figure-by-Figure Use + +### Figure 1: Framework + +Place in the Methods/Overview section. It establishes that V-JEPA2 and Brain-JEPA were independently pretrained, paired only through the experimental stimuli, and connected through held-out cross-domain alignment. The two downstream branches represent shared cortical expression and complementary fine-grained affect. + +Suggested caption: + +> **Framework.** Independently pretrained video and brain foundation models were aligned using responses to the same emotional videos without emotion-label supervision. Cross-validated shared scores were localized in raw cortical BOLD, and nested encoding models tested fine-grained affective information beyond the shared video-brain channel. + +### Figure 2: Corrected Shared Channel + +Use as Main Result 1. The left panel is the inferential panel. The middle panel shows held-out correlations, including later components that correlate weakly but have negative raw R-squared. The right panel shows cumulative V-JEPA2 variance. + +Suggested heading: + +> **Four leading video dimensions are reliably recoverable from corrected Brain-JEPA.** + +Suggested caption: + +> Corrected frozen Brain-JEPA predicted V-JEPA2 PCs 1-4 with positive held-out raw R-squared under both sequential and shuffled five-fold CV. All four survived 1,000-permutation FDR correction across 100 PCs under both raw and clipped null definitions. Together they captured 31.3% of V-JEPA2 variance. + +### Figure 3: Content-Affect Partition + +Use as Main Result 2. This is the strongest specificity/control panel. Explain that all effects are increments in held-out raw-BOLD prediction, not decoding accuracy and not category classification. + +Suggested heading: + +> **Fine-grained affect explains cortical variance beyond video and visual-semantic content.** + +Suggested caption: + +> Across subjects, the continuous 34D affective profile improved held-out cortical prediction beyond pretrained V-JEPA2 plus visual-semantic features. Its gain exceeded both arousal-valence and a variance-matched two-dimensional emotion representation and was relatively enriched in control/default versus visual cortex. + +### Figure 3b: Content-Controlled Brain Maps + +Optional if poster space permits. It contains four unthresholded group-mean maps with row-specific color scales. Use it to show that the content-controlled effect is distributed and small in magnitude. Do not compare colors numerically across rows without reading each color bar. + +### Figure 4b: Corrected Cortical Brain Maps + +Use as the main neuroscience visual. The maps are unthresholded group means across five subjects and have separate symmetric color scales. + +Suggested heading: + +> **Shared visuocognitive and complementary fine-grained affective signals are distributed across cortex.** + +Suggested caption: + +> Cross-validated shared video-brain scores predicted widespread cortical activity. Adding the continuous 34D profile improved held-out prediction beyond the shared channel, and improved prediction beyond arousal-valence. Maps show unthresholded group means across five subjects; scales differ across rows. + +### Figure 4: Corrected Cortical Networks + +Place beside Figure 4b. Bars are subject means with SEM and dots are individual subjects. Use it to prevent overinterpreting the brain renderings. + +Suggested caption: + +> Shared-channel prediction was broad and strongest in dorsal-attention cortex. Fine-grained affective increments were globally positive, with numerically larger effects in control/default systems, but corrected transmodal-versus-visual contrasts did not survive FDR correction. + +## 10. Recommended Poster Layout + +Three-column layout: + +1. **Left:** question, conceptual motivation, Figure 1, compact Methods. +2. **Center:** Figure 2 and Figure 3, emphasizing confirmed shared dimensions and the content-controlled affect result. +3. **Right:** Figure 4b as the largest visual, Figure 4 below it, then conclusion and limitations. + +If space is tight, omit Figure 3b before omitting any main panel. Figure 4b is the primary brain figure. Figure 3 is the strongest control figure. + +## 11. Poster-Ready Text + +### Background + +> Emotional videos jointly contain perceptual, semantic, and affective structure. This makes it difficult to determine whether cortical emotion geometry simply mirrors stimulus-computable content or contains additional fine-grained affective organization. We used independently pretrained video and brain foundation models to estimate a shared representational channel, then tested what cortical information remains beyond that channel. + +### Methods + +> Pretrained V-JEPA2 embeddings and corrected frozen Brain-JEPA embeddings were obtained for 2,185 videos and fMRI responses from five participants. Held-out ridge encoding and cross-view SVD estimated shared video-brain information without emotion-label supervision. Nested parcel-wise models tested whether a continuous 34D affective profile explained raw BOLD beyond shared scores, arousal-valence, and combined video/visual-semantic features. + +### Results + +> Corrected Brain-JEPA reliably predicted four leading V-JEPA2 PCs, which jointly captured 31.3% of video-model variance. Shared scores predicted widespread cortical activity. Fine-grained 34D affect improved held-out cortical prediction beyond the shared channel and beyond arousal-valence. The same profile added variance beyond V-JEPA2 plus visual-semantic content, with significant relative enrichment in control/default versus visual cortex in the strict content-control analysis. + +### Conclusion + +> Cortical responses to emotional videos contain a distributed representation shared with a video foundation model and complementary fine-grained affective information not exhausted by visual-semantic content or arousal-valence. Emotion categories are therefore better treated as continuous high-dimensional profiles of affectively meaningful content than as independent hard labels. + +## 12. Claims That Are Supported + +- Independently pretrained corrected Brain-JEPA and V-JEPA2 share reproducibly predictable stimulus structure. +- Four leading V-JEPA2 PCs have positive, permutation-confirmed held-out predictability from corrected Brain-JEPA. +- The shared channel predicts widespread held-out cortical BOLD. +- Continuous 34D affect adds cortical variance beyond the shared channel. +- The 34D profile adds variance beyond V-JEPA2 plus visual and semantic features. +- The 34D profile explains more than arousal-valence and more than a matched two-dimensional emotion representation. +- Relative transmodal enrichment is supported in the full video-plus-content control analysis. + +## 13. Claims to Avoid + +- Do not say that the study discovered 34 neural emotion categories. +- Do not describe the 34D ratings as hard category labels. +- Do not call all Brain-JEPA/V-JEPA2 overlap emotion-specific. +- Do not claim that video-unexplained activity is subjective feeling. +- Do not claim long-range temporal dynamics from one-patch Brain-JEPA. +- Do not claim a rank-3 subspace. The corrected operational result is four positive predictive PCs. +- Do not claim a clean visual-to-transmodal double dissociation. The corrected shared-channel hierarchy tests have q = .101 for affective increments. +- Do not claim replication across brain encoders. Full SwiFT/NeuroSTORM consensus was not completed. +- Do not treat 400 parcels as independent samples. Inferential tests use five subjects. +- Do not describe unthresholded brain maps as clusters of statistically significant activation. + +## 14. Limitations and Outstanding Analyses + +1. Only five subjects were available, so subject-level uncertainty is substantial. +2. Shared alignment uses a group-mean Brain-JEPA representation and PCA fitted before CV. A fully nested rank-selection analysis remains desirable. +3. Corrected cortical mapping used rank 4 but `n_shuffles=0`; shared-rank null inference was omitted under the server deadline. +4. Brain-JEPA encodes short-window responses with substantial padding and should be interpreted primarily as spatially organized. +5. The full pretrained-versus-scratch consensus across Brain-JEPA, SwiFT, and NeuroSTORM is missing. +6. Brain maps are unthresholded descriptive group means. Spatially informed nulls are needed for parcel-level localization claims. +7. The content-controlled affect increments are small in absolute R-squared but consistent across subjects and significant under the predefined FDR family. + +## 15. Exact Reproduction Commands + +Project root used on Perlmutter: + +```bash +ROOT=/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn +PYTHON=/pscratch/sd/s/sjmoon/tribev2/.venv/bin/python +``` + +Prepare the corrected five-subject Brain-JEPA stack from validated external embeddings: + +```bash +$PYTHON -u $ROOT/study1/code/corrected_reanalysis/prepare_corrected_brain_embeddings.py +``` + +Confirmed shared alignment used for Figure 2: + +```bash +OMP_NUM_THREADS=32 MKL_NUM_THREADS=32 OPENBLAS_NUM_THREADS=32 \ +$PYTHON -u $ROOT/study1/code/shared_alignment/run_shared_alignment.py \ + --model vjepa2_pretrained \ + --brain-path $ROOT/study1/data/corrected_reanalysis/brain_jepa_native_1patch.npy \ + --output-dir $ROOT/study1/data/corrected_reanalysis/shared_alignment_confirm \ + --n-perm 1000 \ + --n-pc 100 \ + --n-test-pcs 20 +``` + +Content-controlled raw-BOLD analysis used for Figure 3 and Figure 3b: + +```bash +$PYTHON -u $ROOT/study1/code/content_affect_partition/run_content_affect_partition.py \ + --brain-path $ROOT/study1/data/corrected_reanalysis/brain_jepa_native_1patch.npy \ + --output-dir $ROOT/study1/results/content_affect_partition +``` + +Corrected cortical analysis used for Figure 4 and Figure 4b: + +```bash +OMP_NUM_THREADS=32 MKL_NUM_THREADS=32 OPENBLAS_NUM_THREADS=32 \ +$PYTHON -u $ROOT/study1/code/cortical_transformation/run_cortical_transformation.py \ + --brain-path $ROOT/study1/data/corrected_reanalysis/brain_jepa_native_1patch.npy \ + --output-dir $ROOT/study1/results/corrected_reanalysis/cortical_transformation \ + --shared-rank 4 \ + --n-pca 100 \ + --max-rank 20 \ + --n-folds 5 \ + --n-shuffles 0 +``` + +For a post-poster full cortical rerun, change `--n-shuffles 0` to at least `--n-shuffles 100` and run on a compute node. + +Regenerate poster figures: + +```bash +$PYTHON -u $ROOT/study1/code/poster_figures/export_poster_figures.py \ + --output-dir $ROOT/study1/results/poster_export/CCN_POSTER_HANDOFF +``` + +## 16. Included Source Material + +`source_tables/` contains: + +- full shared-alignment NPZ with observed metrics, p/q values, and null distributions; +- corrected Brain-JEPA provenance and hashes; +- content-affect group, network, and parcel tables plus run config; +- corrected cortical group, network, parcel, rank-diagnostic tables plus run config; +- a human-readable CSV export of shared PC metrics. + +`reproduction_code/` contains the exact Python modules used for: + +- corrected Brain-JEPA stacking; +- shared alignment and permutation testing; +- content/affect variance partitioning; +- corrected cortical transformation; +- poster figure export. + +## 17. Final Scientific Readout + +The results do not support a simple story in which a purely visual shared channel is cleanly transformed into emotion only in transmodal cortex. They support a more defensible account: + +> **A distributed visuocognitive representation is shared between independently trained video and brain foundation models. Fine-grained affective profiles add complementary cortical information beyond that shared representation and beyond extensive visual-semantic controls, and this content-controlled increment is relatively enriched in transmodal systems.** + +This is the poster's scientific contribution. The foundation-model subspace identifies the shared information channel; nested raw-BOLD encoding establishes the complementary affective signal; brain maps show where both are expressed. diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.pdf b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.pdf new file mode 100644 index 00000000..d26c6bfc Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.pdf differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.png b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.png new file mode 100644 index 00000000..f45d5cc9 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.png differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.pdf b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.pdf new file mode 100644 index 00000000..40b77903 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.pdf differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.png b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.png new file mode 100644 index 00000000..4cc78b72 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.png differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.pdf b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.pdf new file mode 100644 index 00000000..f097ae2f Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.pdf differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.png b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.png new file mode 100644 index 00000000..2e2799e0 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.png differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.pdf b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.pdf new file mode 100644 index 00000000..2f8646e9 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.pdf differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.png b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.png new file mode 100644 index 00000000..3d227211 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.png differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.pdf b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.pdf new file mode 100644 index 00000000..7b48d87a Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.pdf differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.png b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.png new file mode 100644 index 00000000..f7502412 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.png differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.pdf b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.pdf new file mode 100644 index 00000000..838f46a5 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.pdf differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.png b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.png new file mode 100644 index 00000000..73fbb107 Binary files /dev/null and b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.png differ diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/poster_figure_manifest.json b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/poster_figure_manifest.json new file mode 100644 index 00000000..cce7afe6 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/poster_figure_manifest.json @@ -0,0 +1,146 @@ +{ + "generated_utc": "2026-07-22T11:32:56.014998+00:00", + "policy": "Corrected Brain-JEPA only for shared/cortical panels; no legacy fallback.", + "panels": { + "framework": { + "status": "complete", + "files": [ + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.png", + "size_bytes": 259267, + "modified_utc": "2026-07-22T11:32:56+00:00" + }, + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.pdf", + "size_bytes": 26002, + "modified_utc": "2026-07-22T11:32:57+00:00" + } + ] + }, + "corrected_shared": { + "status": "complete", + "evidence_status": "permutation-confirmed", + "source": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/data/corrected_reanalysis/shared_alignment_confirm/brain_alignment_vjepa2_pretrained.npz", + "n_perm": 1000, + "positive_r2_count": 4, + "fdr_count": 4, + "top_raw_r2": [ + { + "pc": 1, + "r2": 0.29358884877130914, + "pearson_r": 0.583504974217807 + }, + { + "pc": 3, + "r2": 0.22248113476031905, + "pearson_r": 0.5393699912422162 + }, + { + "pc": 2, + "r2": 0.10981277447804214, + "pearson_r": 0.438477720884774 + }, + { + "pc": 4, + "r2": 0.04948508272124823, + "pearson_r": 0.385158183459239 + }, + { + "pc": 5, + "r2": -0.04434735080609664, + "pearson_r": 0.30525207124508524 + } + ], + "files": [ + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.png", + "size_bytes": 212555, + "modified_utc": "2026-07-22T11:32:58+00:00" + }, + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.pdf", + "size_bytes": 23923, + "modified_utc": "2026-07-22T11:32:58+00:00" + } + ] + }, + "content_affect": { + "status": "complete", + "source": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/results/content_affect_partition", + "video_content_mean_r2": 0.0589965370870061, + "contrasts": { + "unique_e34_vc": { + "mean_delta_r2": 0.0012629104745536, + "cortical_q_fdr": 0.0047873558570244, + "transmodal_minus_visual": 0.0007511181324855, + "hierarchy_q_fdr": 0.0309825736739944 + }, + "fine_grained_vs_av": { + "mean_delta_r2": 0.0007143124452311, + "cortical_q_fdr": 0.0052912205392673, + "transmodal_minus_visual": 0.0005760510626317, + "hierarchy_q_fdr": 0.0309825736739944 + }, + "resolution_34d_vs_2d": { + "mean_delta_r2": 0.0008978630003159, + "cortical_q_fdr": 0.0050129708967542, + "transmodal_minus_visual": 0.0005841791304126, + "hierarchy_q_fdr": 0.0394819659555868 + } + }, + "files": [ + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.png", + "size_bytes": 257733, + "modified_utc": "2026-07-22T11:32:59+00:00" + }, + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.pdf", + "size_bytes": 25416, + "modified_utc": "2026-07-22T11:32:59+00:00" + }, + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.png", + "size_bytes": 1621558, + "modified_utc": "2026-07-22T04:52:23+00:00" + }, + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.pdf", + "size_bytes": 195757, + "modified_utc": "2026-07-22T04:52:24+00:00" + } + ] + }, + "corrected_cortex": { + "status": "complete", + "source": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation", + "files": [ + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.png", + "size_bytes": 272756, + "modified_utc": "2026-07-22T11:33:00+00:00" + }, + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.pdf", + "size_bytes": 30356, + "modified_utc": "2026-07-22T11:33:00+00:00" + }, + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.png", + "size_bytes": 1220506, + "modified_utc": "2026-07-22T09:32:45+00:00" + }, + { + "path": "study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.pdf", + "size_bytes": 150686, + "modified_utc": "2026-07-22T09:32:46+00:00" + } + ] + }, + "encoder_consensus": { + "status": "missing", + "expected": "full brain-encoder consensus", + "files": [] + } + } +} diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/poster_figure_manifest.md b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/poster_figure_manifest.md new file mode 100644 index 00000000..df350600 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/poster_figure_manifest.md @@ -0,0 +1,22 @@ +# CCN Poster Figure Manifest + +Generated: 2026-07-22T11:32:56.014998+00:00 + +- **framework**: complete + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.png` + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_1_framework.pdf` +- **corrected_shared**: complete + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.png` + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_2_corrected_shared_channel.pdf` +- **content_affect**: complete + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.png` + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3_content_affect_partition.pdf` + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.png` + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_3b_content_affect_brain_maps.pdf` +- **corrected_cortex**: complete + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.png` + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4_corrected_cortical_networks.pdf` + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.png` + - `study1/results/poster_export/CCN_POSTER_HANDOFF/figure_4b_corrected_cortical_brain_maps.pdf` +- **encoder_consensus**: missing + - waiting for: `full brain-encoder consensus` diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/export_poster_figures.py b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/export_poster_figures.py new file mode 100644 index 00000000..e908bbbc --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/export_poster_figures.py @@ -0,0 +1,516 @@ +#!/usr/bin/env python3 +"""Export panel-ready CCN figures from completed analysis outputs. + +This script never fits a model. It reads existing result files, writes concise +poster panels, and records which corrected analyses are still missing. +""" + +from __future__ import annotations + +import argparse +import json +import os +import shutil +import time +from datetime import datetime, timezone +from pathlib import Path + +import numpy as np +import pandas as pd + + +def find_root() -> Path: + for candidate in Path(__file__).resolve().parents: + if (candidate / "CLAUDE.md").is_file() and (candidate / "study1").is_dir(): + return candidate + raise RuntimeError("Could not locate the CCN root") + + +ROOT = find_root() +os.environ.setdefault("MPLCONFIGDIR", str(ROOT / "study1/data/.matplotlib")) +Path(os.environ["MPLCONFIGDIR"]).mkdir(parents=True, exist_ok=True) + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt +from matplotlib.patches import FancyArrowPatch, FancyBboxPatch + + +BLUE = "#2463A6" +ORANGE = "#D55E00" +GREEN = "#009E73" +MAGENTA = "#B35C9B" +CHARCOAL = "#252A2E" +MID_GRAY = "#7A8288" +LIGHT_GRAY = "#E8ECEF" +NETWORKS = ["Vis", "SomMot", "DorsAttn", "SalVentAttn", "Limbic", "Cont", "Default"] + + +def parse_args(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument( + "--output-dir", + type=Path, + default=ROOT / "study1/results/poster_export", + ) + parser.add_argument("--watch-minutes", type=float, default=0.0) + parser.add_argument("--interval-seconds", type=int, default=120) + parser.add_argument("--check-only", action="store_true") + return parser.parse_args() + + +def style(): + plt.rcParams.update( + { + "font.family": "DejaVu Sans", + "font.size": 10, + "axes.titlesize": 12, + "axes.labelsize": 10, + "axes.spines.top": False, + "axes.spines.right": False, + "axes.linewidth": 0.8, + "xtick.labelsize": 9, + "ytick.labelsize": 9, + "legend.fontsize": 9, + "savefig.facecolor": "white", + } + ) + + +def save_figure(fig, output_dir: Path, stem: str): + png = output_dir / f"{stem}.png" + pdf = output_dir / f"{stem}.pdf" + fig.savefig(png, dpi=300, bbox_inches="tight") + fig.savefig(pdf, bbox_inches="tight") + plt.close(fig) + return [png, pdf] + + +def box(ax, xy, width, height, title, subtitle, color): + patch = FancyBboxPatch( + xy, + width, + height, + boxstyle="round,pad=0.012,rounding_size=0.018", + linewidth=1.8, + edgecolor=color, + facecolor="white", + ) + ax.add_patch(patch) + ax.text(xy[0] + width / 2, xy[1] + height * 0.64, title, ha="center", va="center", + fontsize=13, fontweight="bold", color=CHARCOAL) + ax.text(xy[0] + width / 2, xy[1] + height * 0.30, subtitle, ha="center", va="center", + fontsize=9, color=MID_GRAY, linespacing=1.2) + + +def arrow(ax, start, end, color=CHARCOAL): + ax.add_patch( + FancyArrowPatch(start, end, arrowstyle="-|>", mutation_scale=13, + linewidth=1.5, color=color) + ) + + +def figure_framework(output_dir: Path): + fig, ax = plt.subplots(figsize=(14, 4.2)) + ax.set_xlim(0, 1) + ax.set_ylim(0, 1) + ax.axis("off") + + box(ax, (0.02, 0.57), 0.18, 0.28, "Video foundation model", + "V-JEPA2\nvideo-only pretraining", BLUE) + box(ax, (0.02, 0.15), 0.18, 0.28, "Brain foundation models", + "corrected Brain-JEPA\nSwiFT / NeuroSTORM", GREEN) + box(ax, (0.29, 0.36), 0.19, 0.30, "Cross-domain channel", + "held-out stimulus alignment\nno emotion supervision", MAGENTA) + box(ax, (0.57, 0.57), 0.18, 0.28, "Shared cortical signal", + "parcel-wise held-out R2\nYeo networks", BLUE) + box(ax, (0.57, 0.15), 0.18, 0.28, "Complementary affect", + "E34 | video + content\n34D versus A/V", ORANGE) + box(ax, (0.82, 0.36), 0.16, 0.30, "Cortical transformation", + "shared visuocognitive channel\n+ fine-grained affect", CHARCOAL) + + arrow(ax, (0.20, 0.71), (0.29, 0.55), BLUE) + arrow(ax, (0.20, 0.29), (0.29, 0.47), GREEN) + arrow(ax, (0.48, 0.54), (0.57, 0.70), MAGENTA) + arrow(ax, (0.48, 0.45), (0.57, 0.29), MAGENTA) + arrow(ax, (0.75, 0.70), (0.82, 0.56), BLUE) + arrow(ax, (0.75, 0.29), (0.82, 0.46), ORANGE) + ax.text(0.5, 0.96, "Independent foundation models reveal shared and transformed affective information", + ha="center", va="top", fontsize=15, fontweight="bold", color=CHARCOAL) + return save_figure(fig, output_dir, "figure_1_framework") + + +def locate_shared_result(): + base = ROOT / "study1/data/corrected_reanalysis" + candidates = [ + ("permutation-confirmed", base / "shared_alignment_confirm/brain_alignment_vjepa2_pretrained.npz"), + ("descriptive-screen", base / "shared_alignment_screen/brain_alignment_vjepa2_pretrained.npz"), + ] + return next(((status, path) for status, path in candidates if path.is_file()), (None, None)) + + +def figure_shared(output_dir: Path): + status, path = locate_shared_result() + if path is None: + return None, {"status": "missing", "expected": "corrected shared alignment"} + with np.load(path) as payload: + r2 = np.asarray(payload["seq_r2_raw"], dtype=float) + corr = np.asarray(payload["seq_pearson_r"], dtype=float) + cumulative = np.asarray(payload["cumulative_variance"], dtype=float) + q = np.asarray(payload["seq_q_raw"], dtype=float) + n_perm = int(payload["n_perm"]) + + n_show = min(20, len(r2)) + pcs = np.arange(1, n_show + 1) + colors = np.where(r2[:n_show] > 0, BLUE, LIGHT_GRAY) + fig, axes = plt.subplots(1, 3, figsize=(14, 3.8), gridspec_kw={"width_ratios": [1.4, 1.4, 1.0]}) + + axes[0].bar(pcs, r2[:n_show], color=colors, edgecolor="none") + axes[0].axhline(0, color=CHARCOAL, linewidth=0.9) + axes[0].set(xlabel="V-JEPA2 principal component", ylabel="Held-out raw $R^2$", + title="Corrected Brain-JEPA -> V-JEPA2") + axes[0].set_xticks([1, 4, 8, 12, 16, 20]) + finite_q = np.isfinite(q[:n_show]) + for x, y, q_value in zip(pcs[finite_q], r2[:n_show][finite_q], q[:n_show][finite_q]): + if q_value < 0.05 and y > 0: + axes[0].text(x, y + max(np.nanmax(r2[:n_show]), 0.01) * 0.035, "*", + ha="center", va="bottom", fontsize=12) + + axes[1].bar(pcs, corr[:n_show], color=np.where(corr[:n_show] > 0, GREEN, LIGHT_GRAY)) + axes[1].axhline(0, color=CHARCOAL, linewidth=0.9) + axes[1].set(xlabel="V-JEPA2 principal component", ylabel="Held-out Pearson $r$", + title="Cross-domain correlation") + axes[1].set_xticks([1, 4, 8, 12, 16, 20]) + + axes[2].plot(pcs, cumulative[:n_show] * 100, marker="o", markersize=3.5, + linewidth=2, color=MAGENTA) + axes[2].set(xlabel="Number of video PCs", ylabel="Cumulative video variance (%)", + title="Video variance retained") + axes[2].set_xticks([1, 4, 8, 12, 16, 20]) + axes[2].grid(axis="y", color=LIGHT_GRAY, linewidth=0.8) + + positive = int(np.sum(r2 > 0)) + confirmed = int(np.sum(np.isfinite(q) & (q < 0.05) & (r2 > 0))) + label = f"{status.replace('-', ' ')} | permutations={n_perm:,} | positive raw R2={positive}" + if n_perm: + label += f" | positive R2 and FDR q<.05={confirmed}" + fig.suptitle(label, fontsize=11, color=MID_GRAY, y=1.02) + fig.tight_layout() + files = save_figure(fig, output_dir, "figure_2_corrected_shared_channel") + return files, { + "status": "complete" if status == "permutation-confirmed" else "provisional", + "evidence_status": status, + "source": str(path), + "n_perm": n_perm, + "positive_r2_count": positive, + "fdr_count": confirmed if n_perm else None, + "top_raw_r2": [ + {"pc": int(i + 1), "r2": float(r2[i]), "pearson_r": float(corr[i])} + for i in np.argsort(r2)[::-1][:5] + ], + } + + +def q_text(value): + if not np.isfinite(value): + return "q=n/a" + return "q<.001" if value < 0.001 else f"q={value:.3f}" + + +def benjamini_hochberg(values): + """Return Benjamini-Hochberg adjusted p-values, preserving NaNs.""" + values = np.asarray(values, dtype=float) + adjusted = np.full(values.shape, np.nan, dtype=float) + finite = np.flatnonzero(np.isfinite(values)) + if not len(finite): + return adjusted + order = finite[np.argsort(values[finite])] + ranked = values[order] * len(order) / np.arange(1, len(order) + 1) + ranked = np.minimum.accumulate(ranked[::-1])[::-1] + adjusted[order] = np.minimum(ranked, 1.0) + return adjusted + + +def figure_content_affect(output_dir: Path): + source = ROOT / "study1/results/content_affect_partition" + group_path = source / "map_statistics_group.csv" + network_path = source / "network_summary_subjectwise.csv" + if not group_path.is_file() or not network_path.is_file(): + return None, {"status": "missing", "expected": str(source)} + group = pd.read_csv(group_path).set_index("map") + network = pd.read_csv(network_path) + contrasts = ["unique_e34_vc", "fine_grained_vs_av", "resolution_34d_vs_2d"] + labels = ["E34 | video + content", "34D > arousal-valence", "34D > emotion PCA-2D"] + colors = [ORANGE, GREEN, MAGENTA] + + fig, axes = plt.subplots(1, 3, figsize=(14, 4.2), gridspec_kw={"width_ratios": [1.0, 1.0, 1.6]}) + y = np.arange(len(contrasts)) + + means = group.loc[contrasts, "cortical_mean"].to_numpy() + low = group.loc[contrasts, "cortical_ci_low"].to_numpy() + high = group.loc[contrasts, "cortical_ci_high"].to_numpy() + axes[0].errorbar(means, y, xerr=np.vstack([means - low, high - means]), fmt="none", + ecolor=CHARCOAL, capsize=3, linewidth=1.5) + axes[0].scatter(means, y, s=65, c=colors, zorder=3) + axes[0].axvline(0, color=MID_GRAY, linewidth=0.9) + axes[0].set_yticks(y, labels) + axes[0].invert_yaxis() + axes[0].set_xlabel("Cortical mean held-out delta $R^2$") + axes[0].set_title("Complementary affective variance") + for i, name in enumerate(contrasts): + axes[0].text(high[i], i - 0.18, q_text(group.loc[name, "cortical_q_fdr"]), fontsize=8) + + hmean = group.loc[contrasts, "transmodal_minus_visual"].to_numpy() + hlow = group.loc[contrasts, "hierarchy_ci_low"].to_numpy() + hhigh = group.loc[contrasts, "hierarchy_ci_high"].to_numpy() + axes[1].errorbar(hmean, y, xerr=np.vstack([hmean - hlow, hhigh - hmean]), fmt="none", + ecolor=CHARCOAL, capsize=3, linewidth=1.5) + axes[1].scatter(hmean, y, s=65, c=colors, zorder=3) + axes[1].axvline(0, color=MID_GRAY, linewidth=0.9) + axes[1].set_yticks(y, ["" for _ in y]) + axes[1].invert_yaxis() + axes[1].set_xlabel("(Control + Default) / 2 - Visual") + axes[1].set_title("Relative transmodal enrichment") + for i, name in enumerate(contrasts): + axes[1].text(hhigh[i], i - 0.18, q_text(group.loc[name, "hierarchy_q_fdr"]), fontsize=8) + + width = 0.23 + x = np.arange(len(NETWORKS)) + for offset, name, label, color in zip([-width, 0, width], contrasts, labels, colors): + subset = network[network["map"] == name] + values = [subset.loc[subset["network"] == net, "mean"].to_numpy() for net in NETWORKS] + means_net = np.array([np.mean(v) for v in values]) + sems = np.array([np.std(v, ddof=1) / np.sqrt(len(v)) for v in values]) + axes[2].bar(x + offset, means_net, width=width, yerr=sems, capsize=2, + color=color, label=label) + axes[2].axhline(0, color=CHARCOAL, linewidth=0.8) + axes[2].set_xticks(x, NETWORKS, rotation=28, ha="right") + axes[2].set_ylabel("Held-out delta $R^2$") + axes[2].set_title("Fine-grained gain across Yeo networks") + axes[2].legend(frameon=False, loc="upper left") + fig.tight_layout() + files = save_figure(fig, output_dir, "figure_3_content_affect_partition") + + copied = [] + for suffix in ("png", "pdf"): + original = source / f"content_affect_brain_maps.{suffix}" + if original.is_file(): + target = output_dir / f"figure_3b_content_affect_brain_maps.{suffix}" + shutil.copy2(original, target) + copied.append(target) + return files + copied, { + "status": "complete", + "source": str(source), + "video_content_mean_r2": float(group.loc["video_content", "cortical_mean"]), + "contrasts": { + name: { + "mean_delta_r2": float(group.loc[name, "cortical_mean"]), + "cortical_q_fdr": float(group.loc[name, "cortical_q_fdr"]), + "transmodal_minus_visual": float(group.loc[name, "transmodal_minus_visual"]), + "hierarchy_q_fdr": float(group.loc[name, "hierarchy_q_fdr"]), + } + for name in contrasts + }, + } + + +def mean_column(frame): + for name in ("mean_value", "mean"): + if name in frame.columns: + return name + raise ValueError("Network summary has no mean column") + + +def figure_corrected_cortex(output_dir: Path): + source = ROOT / "study1/results/corrected_reanalysis/cortical_transformation" + network_path = source / "network_summary_subjectwise.csv" + stats_path = source / "hierarchy_group_statistics.csv" + brain_png = source / "cortical_brain_maps.png" + if not network_path.is_file() or not stats_path.is_file() or not brain_png.is_file(): + return None, {"status": "missing", "expected": str(source)} + network = pd.read_csv(network_path) + stats = pd.read_csv(stats_path) + if "hierarchy_q_fdr" not in stats.columns: + stats["hierarchy_q_fdr"] = benjamini_hochberg(stats["hierarchy_p"]) + stats = stats.set_index("map") + value_col = mean_column(network) + maps = ["shared", "unique_e34_shared", "fine_grained_advantage"] + labels = ["Shared channel", "E34 | shared", "34D > arousal-valence"] + colors = [BLUE, ORANGE, GREEN] + fig, axes = plt.subplots(1, 3, figsize=(14, 4.0)) + for ax, map_name, label, color in zip(axes, maps, labels, colors): + subset = network[network["map"] == map_name] + values = [subset.loc[subset["network"] == net, value_col].to_numpy() for net in NETWORKS] + means = np.array([np.mean(v) for v in values]) + sems = np.array([np.std(v, ddof=1) / np.sqrt(len(v)) for v in values]) + x = np.arange(len(NETWORKS)) + ax.bar(x, means, yerr=sems, color=color, alpha=0.88, capsize=2) + for xi, vals in zip(x, values): + ax.scatter(np.full(len(vals), xi), vals, s=13, color=CHARCOAL, alpha=0.45, zorder=3) + ax.axhline(0, color=CHARCOAL, linewidth=0.8) + ax.set_xticks(x, NETWORKS, rotation=30, ha="right") + ax.set_ylabel("Held-out $R^2$ or delta $R^2$") + suffix = "" + if map_name in stats.index: + direction = "visual - transmodal" if map_name == "shared" else "transmodal - visual" + suffix = f"\n{direction}: {q_text(stats.loc[map_name, 'hierarchy_q_fdr'])}" + ax.set_title(label + suffix) + fig.tight_layout() + files = save_figure(fig, output_dir, "figure_4_corrected_cortical_networks") + for suffix in ("png", "pdf"): + original = source / f"cortical_brain_maps.{suffix}" + if original.is_file(): + target = output_dir / f"figure_4b_corrected_cortical_brain_maps.{suffix}" + shutil.copy2(original, target) + files.append(target) + return files, {"status": "complete", "source": str(source)} + + +def locate_consensus(): + base = ROOT / "study1/results/brain_encoder_validation" + candidates = [base / "consensus", base] + for candidate in candidates: + if (candidate / "pretrained_vs_scratch.csv").is_file() and "smoke" not in candidate.parts: + return candidate + return None + + +def figure_encoder_consensus(output_dir: Path): + source = locate_consensus() + if source is None: + return None, {"status": "missing", "expected": "full brain-encoder consensus"} + delta = pd.read_csv(source / "pretrained_vs_scratch.csv") + targets = ["raw_vjepa2", "emotion_34d", "arousal_valence"] + target_labels = ["V-JEPA2", "Fine-grained emotion", "Arousal-valence"] + families = list(dict.fromkeys(delta["family"])) + palette = [BLUE, GREEN, ORANGE, MAGENTA] + fig, axes = plt.subplots(1, 3, figsize=(14, 3.9), sharex=True) + for ax, target, target_label in zip(axes, targets, target_labels): + subset = delta[delta["target"] == target] + values = [subset.loc[subset["family"] == family, "pretrained_minus_scratch"].to_numpy() + for family in families] + means = np.array([np.mean(v) for v in values]) + sems = np.array([np.std(v, ddof=1) / np.sqrt(len(v)) for v in values]) + x = np.arange(len(families)) + ax.bar(x, means, yerr=sems, color=palette[: len(families)], capsize=2) + for xi, vals in zip(x, values): + ax.scatter(np.full(len(vals), xi), vals, s=16, color=CHARCOAL, alpha=0.55) + ax.axhline(0, color=CHARCOAL, linewidth=0.9) + ax.set_xticks(x, [f.replace("_", "\n") for f in families], rotation=25, ha="right") + ax.set_ylabel("Pretrained - scratch held-out $R^2$") + ax.set_title(target_label) + fig.tight_layout() + files = save_figure(fig, output_dir, "figure_5_brain_encoder_consensus") + return files, {"status": "complete", "source": str(source), "families": families} + + +def file_record(path: Path): + return { + "path": str(path), + "size_bytes": path.stat().st_size, + "modified_utc": datetime.fromtimestamp(path.stat().st_mtime, timezone.utc).isoformat(), + } + + +def export_once(output_dir: Path, check_only=False): + output_dir.mkdir(parents=True, exist_ok=True) + style() + manifest = { + "generated_utc": datetime.now(timezone.utc).isoformat(), + "policy": "Corrected Brain-JEPA only for shared/cortical panels; no legacy fallback.", + "panels": {}, + } + builders = [ + ("framework", figure_framework), + ("corrected_shared", figure_shared), + ("content_affect", figure_content_affect), + ("corrected_cortex", figure_corrected_cortex), + ("encoder_consensus", figure_encoder_consensus), + ] + if check_only: + status, shared_path = locate_shared_result() + content_source = ROOT / "study1/results/content_affect_partition" + cortex_source = ROOT / "study1/results/corrected_reanalysis/cortical_transformation" + consensus_source = locate_consensus() + checks = { + "framework": ("available", None), + "corrected_shared": (status or "missing", shared_path), + "content_affect": ( + "available" if (content_source / "map_statistics_group.csv").is_file() else "missing", + content_source, + ), + "corrected_cortex": ( + "available" + if all((cortex_source / name).is_file() for name in ( + "network_summary_subjectwise.csv", + "hierarchy_group_statistics.csv", + "cortical_brain_maps.png", + )) + else "missing", + cortex_source, + ), + "encoder_consensus": ( + "available" if consensus_source is not None else "missing", + consensus_source, + ), + } + for name, (status, source) in checks.items(): + manifest["panels"][name] = { + "status": status, + "source": str(source) if source is not None else None, + "files": [], + } + print(f"[{status}] {name}" + (f": {source}" if source else "")) + return manifest + + for name, builder in builders: + try: + if name == "framework": + files = builder(output_dir) + info = {"status": "complete"} + else: + files, info = builder(output_dir) + info["files"] = [file_record(path) for path in (files or [])] + manifest["panels"][name] = info + print(f"[{info['status']}] {name}") + except Exception as error: + manifest["panels"][name] = {"status": "error", "error": repr(error), "files": []} + print(f"[error] {name}: {error}") + + manifest_path = output_dir / "poster_figure_manifest.json" + manifest_path.write_text(json.dumps(manifest, indent=2) + "\n") + lines = ["# CCN Poster Figure Manifest", "", f"Generated: {manifest['generated_utc']}", ""] + for name, info in manifest["panels"].items(): + lines.append(f"- **{name}**: {info['status']}") + if info.get("expected"): + lines.append(f" - waiting for: `{info['expected']}`") + for record in info.get("files", []): + lines.append(f" - `{record['path']}`") + (output_dir / "poster_figure_manifest.md").write_text("\n".join(lines) + "\n") + return manifest + + +def main(): + args = parse_args() + if args.watch_minutes < 0 or args.interval_seconds < 10: + raise ValueError("watch-minutes must be >=0 and interval-seconds must be >=10") + if args.check_only: + export_once(args.output_dir, check_only=True) + return + deadline = time.time() + args.watch_minutes * 60 + while True: + manifest = export_once(args.output_dir) + missing = [name for name, info in manifest["panels"].items() if info["status"] != "complete"] + print(f"Poster export complete. Missing: {missing or 'none'}") + if args.watch_minutes == 0 or time.time() >= deadline or not missing: + break + sleep_for = min(args.interval_seconds, max(0, int(deadline - time.time()))) + if sleep_for <= 0: + break + print(f"Watching for running outputs; next check in {sleep_for}s") + time.sleep(sleep_for) + + +if __name__ == "__main__": + main() diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/prepare_corrected_brain_embeddings.py b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/prepare_corrected_brain_embeddings.py new file mode 100644 index 00000000..12e1917f --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/prepare_corrected_brain_embeddings.py @@ -0,0 +1,160 @@ +#!/usr/bin/env python3 +"""Validate and stack corrected Brain-JEPA embeddings for the CCN reanalysis.""" + +import argparse +import hashlib +import json +from pathlib import Path + +import numpy as np +import pandas as pd + + +def find_project_root(): + for candidate in Path(__file__).resolve().parents: + if (candidate / "CLAUDE.md").is_file() and (candidate / "study1").is_dir(): + return candidate + raise RuntimeError("Could not locate the CCN project root") + + +ROOT = find_project_root() +EMOBRAIN_ROOT = ROOT.parents[2] +DEFAULT_SOURCE = ( + EMOBRAIN_ROOT + / "external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings" + / "init-pretrained_pos-native_input-mean" +) +DEFAULT_OUTPUT = ROOT / "study1/data/corrected_reanalysis/brain_jepa_native_1patch.npy" +CANONICAL_CSV = EMOBRAIN_ROOT / "project/shared/data/feelin_canonical_stimuli.csv" +N_SUBJECTS = 5 +N_STIMULI = 2185 +EMBED_DIM = 768 + + +def parse_args(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--source-dir", type=Path, default=DEFAULT_SOURCE) + parser.add_argument("--output", type=Path, default=DEFAULT_OUTPUT) + parser.add_argument("--check-only", action="store_true") + parser.add_argument("--force", action="store_true") + return parser.parse_args() + + +def file_sha256(path): + digest = hashlib.sha256() + with open(path, "rb") as handle: + for chunk in iter(lambda: handle.read(1024 * 1024), b""): + digest.update(chunk) + return digest.hexdigest() + + +def load_subject(source_dir, subject, expected_ids): + stem = source_dir / f"sub-{subject:02d}" + npz_path = stem.with_suffix(".npz") + json_path = stem.with_suffix(".json") + if not npz_path.is_file() or not json_path.is_file(): + raise FileNotFoundError(f"Missing corrected output for sub-{subject:02d}: {stem}") + + with open(json_path, encoding="utf-8") as handle: + metadata = json.load(handle) + audit = metadata.get("audit", {}) + required_audit = { + "applied_position_policy": "native", + "model_time_patches": 1, + "position_code_trainable": False, + } + for key, expected in required_audit.items(): + if audit.get(key) != expected: + raise ValueError( + f"sub-{subject:02d} audit mismatch for {key}: " + f"expected {expected!r}, found {audit.get(key)!r}" + ) + if audit.get("unexpected_keys"): + raise ValueError(f"sub-{subject:02d} has unexpected checkpoint keys") + + with np.load(npz_path) as payload: + embeddings = np.asarray(payload["embeddings"], dtype=np.float32) + stimulus_ids = np.asarray(payload["stim_num"]) + original_time = np.asarray(payload["original_T"]) + padding_ratio = np.asarray(payload["padding_ratio"]) + + if embeddings.shape != (N_STIMULI, EMBED_DIM): + raise ValueError(f"Unexpected sub-{subject:02d} shape: {embeddings.shape}") + if not np.array_equal(stimulus_ids, expected_ids): + raise ValueError(f"sub-{subject:02d} stimulus IDs do not match canonical order") + if len(np.unique(stimulus_ids)) != N_STIMULI: + raise ValueError(f"sub-{subject:02d} contains duplicate stimulus IDs") + if not np.isfinite(embeddings).all(): + raise ValueError(f"sub-{subject:02d} contains non-finite embeddings") + if np.any(np.linalg.norm(embeddings, axis=1) == 0): + raise ValueError(f"sub-{subject:02d} contains zero embedding rows") + if original_time.shape != (N_STIMULI,) or padding_ratio.shape != (N_STIMULI,): + raise ValueError(f"sub-{subject:02d} extraction metadata is incomplete") + + record = { + "subject": f"sub-{subject:02d}", + "npz_path": str(npz_path.resolve()), + "npz_sha256": file_sha256(npz_path), + "metadata_path": str(json_path.resolve()), + "embedding_shape": list(embeddings.shape), + "original_time_min": int(original_time.min()), + "original_time_max": int(original_time.max()), + "mean_padding_ratio": float(padding_ratio.mean()), + "position_code_sha256": audit.get("position_code_sha256"), + } + return embeddings, record + + +def main(): + args = parse_args() + canonical = pd.read_csv(CANONICAL_CSV) + expected_ids = canonical["stimulus_num"].to_numpy() + if len(expected_ids) != N_STIMULI or not np.array_equal( + expected_ids, np.arange(1, N_STIMULI + 1) + ): + raise ValueError("Canonical stimulus contract has changed") + + arrays, records = [], [] + for subject in range(1, N_SUBJECTS + 1): + embeddings, record = load_subject(args.source_dir, subject, expected_ids) + arrays.append(embeddings) + records.append(record) + print( + f"Validated {record['subject']}: {tuple(embeddings.shape)}, " + f"padding={record['mean_padding_ratio']:.3f}" + ) + + stacked = np.stack(arrays) + if stacked.shape != (N_SUBJECTS, N_STIMULI, EMBED_DIM): + raise RuntimeError(f"Unexpected stacked shape: {stacked.shape}") + manifest = { + "description": "Corrected frozen Brain-JEPA, native one-time-patch sin/cos code", + "source_directory": str(args.source_dir.resolve()), + "canonical_csv": str(CANONICAL_CSV.resolve()), + "output_shape": list(stacked.shape), + "dtype": str(stacked.dtype), + "subjects": records, + } + + if args.check_only: + print(json.dumps(manifest, indent=2)) + print("Check-only complete; no CCN input file was written.") + return + + args.output.parent.mkdir(parents=True, exist_ok=True) + manifest_path = args.output.with_suffix(".json") + if (args.output.exists() or manifest_path.exists()) and not args.force: + raise FileExistsError( + f"Output already exists: {args.output}. Use --force only for an intentional refresh." + ) + np.save(args.output, stacked) + manifest["output_path"] = str(args.output.resolve()) + manifest["output_sha256"] = file_sha256(args.output) + with open(manifest_path, "w", encoding="utf-8") as handle: + json.dump(manifest, handle, indent=2) + print(f"Saved corrected CCN input: {args.output}") + print(f"Saved provenance manifest: {manifest_path}") + + +if __name__ == "__main__": + main() diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/run_content_affect_partition.py b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/run_content_affect_partition.py new file mode 100644 index 00000000..cceda4f2 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/run_content_affect_partition.py @@ -0,0 +1,501 @@ +#!/usr/bin/env python3 +"""No-PCA content and affect variance partitioning in cortical BOLD.""" + +import argparse +import json +import os +from pathlib import Path + +import numpy as np +import pandas as pd +import scipy.io as sio +from scipy.linalg import cho_factor, cho_solve +from scipy.stats import spearmanr, t, ttest_1samp +from sklearn.decomposition import PCA +from sklearn.metrics import r2_score +from sklearn.model_selection import KFold, ShuffleSplit +from sklearn.preprocessing import StandardScaler + + +def find_project_root(): + for candidate in Path(__file__).resolve().parents: + if (candidate / "CLAUDE.md").is_file() and (candidate / "study1").is_dir(): + return candidate + raise RuntimeError("Could not locate the CCN project root") + + +ROOT = find_project_root() +os.environ.setdefault("MPLCONFIGDIR", str(ROOT / "study1/data/.matplotlib")) +Path(os.environ["MPLCONFIGDIR"]).mkdir(parents=True, exist_ok=True) + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt + + +N_CANONICAL = 2185 +N_CORTICAL = 400 +DEFAULT_BRAIN_PATH = ROOT / "data/raw/brain_embeddings/brain_jepa_embeddings.npy" +EMOTION_RANKS = [2, 3, 5, 10, 20, 34] +NETWORK_NAMES = ["Vis", "SomMot", "DorsAttn", "SalVentAttn", "Limbic", "Cont", "Default"] +NETWORK_PARCELS = { + "Vis": list(range(0, 31)) + list(range(200, 230)), + "SomMot": list(range(31, 68)) + list(range(230, 270)), + "DorsAttn": list(range(68, 91)) + list(range(270, 293)), + "SalVentAttn": list(range(91, 113)) + list(range(293, 318)), + "Limbic": list(range(113, 126)) + list(range(318, 331)), + "Cont": list(range(126, 148)) + list(range(331, 361)), + "Default": list(range(148, 200)) + list(range(361, 400)), +} +MAP_LABELS = { + "video_content": "Raw video + visual-semantic", + "unique_e34_vc": "Unique 34D beyond video + content", + "fine_grained_vs_av": "34D advantage over arousal-valence", + "matched_2d_vs_av": "Emotion PCA-2D advantage over A/V", + "resolution_34d_vs_2d": "Fine-grained resolution gain: 34D vs 2D", +} + + +def parse_args(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--n-stim", type=int, default=N_CANONICAL) + parser.add_argument("--n-parcels", type=int, default=N_CORTICAL) + parser.add_argument("--n-folds", type=int, default=5) + parser.add_argument("--alphas", type=float, nargs="+", default=[0.01, 0.1, 1.0, 10.0]) + parser.add_argument("--inner-fraction", type=float, default=0.2) + parser.add_argument("--seed", type=int, default=42) + parser.add_argument("--brain-path", type=Path, default=DEFAULT_BRAIN_PATH) + parser.add_argument( + "--output-dir", type=Path, default=ROOT / "study1/results/content_affect_partition" + ) + parser.add_argument("--schaefer-atlas", type=Path, default=None) + parser.add_argument("--skip-brain-figure", action="store_true") + parser.add_argument("--geometry-only", action="store_true") + parser.add_argument("--smoke", action="store_true") + return parser.parse_args() + + +def load_mat_feature(name, n_stim): + obj = sio.loadmat( + ROOT / "data/raw/feature" / f"{name}.mat", + squeeze_me=True, + struct_as_record=False, + )["L"] + return np.asarray(obj.feat, dtype=np.float64)[:n_stim] + + +def load_inputs(args): + video = np.load( + ROOT / "data/raw/video_embeddings/emovis_vjepa2_pretrained.npy", mmap_mode="r" + )[: args.n_stim].astype(np.float64) + brain = np.load(args.brain_path, mmap_mode="r")[:, : args.n_stim].astype(np.float64) + fmri = np.load(ROOT / "data/raw/raw_fmri/fmri_raw.npy", mmap_mode="r")[ + :, : args.n_stim, : args.n_parcels + ].astype(np.float64) + vision = load_mat_feature("vision", args.n_stim) + semantic = load_mat_feature("semantic", args.n_stim) + emotion = load_mat_feature("categcontinuous", args.n_stim) + dimensions = load_mat_feature("dimension", args.n_stim) + dim_obj = sio.loadmat( + ROOT / "data/raw/feature/dimension.mat", squeeze_me=True, struct_as_record=False + )["L"] + dim_names = [str(x).lower() for x in np.asarray(dim_obj.featname).tolist()] + av = dimensions[:, [dim_names.index("arousal"), dim_names.index("valence")]] + arrays = [video, brain, fmri, vision, semantic, emotion, av] + if not all(np.isfinite(values).all() for values in arrays): + raise ValueError("An input contains non-finite values") + return video, brain, fmri, vision, semantic, emotion, av + + +def scale_block(train, test): + scaler = StandardScaler().fit(train) + return scaler.transform(train), scaler.transform(test) + + +def emotion_rank_features(train, test, rank, seed): + train_z, test_z = scale_block(train, test) + pca = PCA(n_components=rank, random_state=seed).fit(train_z) + return scale_block(pca.transform(train_z), pca.transform(test_z)) + + +def kernel_matrix(left, right, n_features): + return left @ right.T / max(n_features, 1) + + +def solve_kernel(k_train, targets, alpha): + regularized = k_train.copy() + regularized.flat[:: len(regularized) + 1] += alpha + 1e-8 + factor = cho_factor(regularized, lower=True, check_finite=False) + return cho_solve(factor, targets, check_finite=False) + + +def select_alpha(k_train, group_target, alphas, inner_fraction, seed): + inner_train, inner_valid = next( + ShuffleSplit(n_splits=1, test_size=inner_fraction, random_state=seed).split(k_train) + ) + target_mean = group_target[inner_train].mean(axis=0) + target_std = group_target[inner_train].std(axis=0) + target_std[target_std < 1e-12] = 1.0 + y_train = (group_target[inner_train] - target_mean) / target_std + y_valid = (group_target[inner_valid] - target_mean) / target_std + scores = [] + for alpha in alphas: + weights = solve_kernel(k_train[np.ix_(inner_train, inner_train)], y_train, alpha) + pred = k_train[np.ix_(inner_valid, inner_train)] @ weights + scores.append(np.nanmean(r2_score(y_valid, pred, multioutput="raw_values"))) + return float(alphas[int(np.argmax(scores))]), scores + + +def predict_all_subjects(k_train, k_test, fmri_train, alpha): + y_mean = fmri_train.mean(axis=1) + y_std = fmri_train.std(axis=1) + y_std[y_std < 1e-12] = 1.0 + y_z = (fmri_train - y_mean[:, None, :]) / y_std[:, None, :] + n_subjects, n_train, n_parcels = y_z.shape + y_matrix = y_z.transpose(1, 0, 2).reshape(n_train, n_subjects * n_parcels) + weights = solve_kernel(k_train, y_matrix, alpha) + pred_z = (k_test @ weights).reshape(len(k_test), n_subjects, n_parcels).transpose(1, 0, 2) + return pred_z * y_std[:, None, :] + y_mean[:, None, :] + + +def linear_cka(left, right): + left = StandardScaler().fit_transform(left) + right = StandardScaler().fit_transform(right) + left -= left.mean(axis=0, keepdims=True) + right -= right.mean(axis=0, keepdims=True) + cross = left.T @ right + left_self = left.T @ left + right_self = right.T @ right + numerator = np.sum(cross * cross) + denominator = np.sqrt(np.sum(left_self * left_self) * np.sum(right_self * right_self)) + return float(numerator / denominator) + + +def column_corr(left, right): + left = left - left.mean(axis=0, keepdims=True) + right = right - right.mean(axis=0, keepdims=True) + denom = np.sqrt(np.sum(left * left, axis=0) * np.sum(right * right, axis=0)) + return np.divide(np.sum(left * right, axis=0), denom, out=np.zeros(left.shape[1]), where=denom > 0) + + +def fdr_bh(p_values): + p_values = np.asarray(p_values, dtype=float) + order = np.argsort(p_values) + ranked = p_values[order] * len(p_values) / np.arange(1, len(p_values) + 1) + ranked = np.minimum.accumulate(ranked[::-1])[::-1] + out = np.empty_like(ranked) + out[order] = np.clip(ranked, 0, 1) + return out + + +def confidence_interval(values): + values = np.asarray(values, dtype=float) + mean = float(np.mean(values)) + sem = np.std(values, ddof=1) / np.sqrt(len(values)) + half = float(t.ppf(0.975, len(values) - 1) * sem) + return mean, mean - half, mean + half + + +def network_ids(n_parcels): + ids = np.full(n_parcels, -1, dtype=int) + for network_i, network in enumerate(NETWORK_NAMES): + parcels = np.asarray(NETWORK_PARCELS[network]) + parcels = parcels[parcels < n_parcels] + ids[parcels] = network_i + return ids + + +def summarize_maps(maps, pg1, output_dir): + ids = network_ids(maps["video_content"].shape[1]) + subject_rows, network_rows, gradient_rows, group_rows = [], [], [], [] + for map_name, values_by_subject in maps.items(): + global_values, hierarchy_values, gradient_values = [], [], [] + for subject, values in enumerate(values_by_subject): + cortical_mean = float(np.mean(values)) + global_values.append(cortical_mean) + net_means = {} + for network_i, network in enumerate(NETWORK_NAMES): + keep = ids == network_i + net_mean = float(np.mean(values[keep])) + net_means[network] = net_mean + network_rows.append( + {"subject": subject + 1, "map": map_name, "network": network, "mean": net_mean} + ) + hierarchy = np.mean([net_means["Cont"], net_means["Default"]]) - net_means["Vis"] + rho = float(spearmanr(pg1, values).statistic) + hierarchy_values.append(hierarchy) + gradient_values.append(rho) + subject_rows.append( + { + "subject": subject + 1, + "map": map_name, + "cortical_mean": cortical_mean, + "transmodal_minus_visual": hierarchy, + "gradient_spearman_r": rho, + } + ) + gradient_rows.append({"subject": subject + 1, "map": map_name, "spearman_r": rho}) + global_mean, global_low, global_high = confidence_interval(global_values) + hierarchy_mean, hierarchy_low, hierarchy_high = confidence_interval(hierarchy_values) + gradient_mean, gradient_low, gradient_high = confidence_interval(gradient_values) + group_rows.append( + { + "map": map_name, + "cortical_mean": global_mean, + "cortical_ci_low": global_low, + "cortical_ci_high": global_high, + "cortical_p": ttest_1samp(global_values, 0).pvalue, + "transmodal_minus_visual": hierarchy_mean, + "hierarchy_ci_low": hierarchy_low, + "hierarchy_ci_high": hierarchy_high, + "hierarchy_p": ttest_1samp(hierarchy_values, 0).pvalue, + "gradient_r": gradient_mean, + "gradient_ci_low": gradient_low, + "gradient_ci_high": gradient_high, + "gradient_p": ttest_1samp(gradient_values, 0).pvalue, + } + ) + group_df = pd.DataFrame(group_rows) + for p_col in ["cortical_p", "hierarchy_p", "gradient_p"]: + group_df[p_col.replace("_p", "_q_fdr")] = fdr_bh(group_df[p_col].values) + pd.DataFrame(subject_rows).to_csv(output_dir / "map_statistics_subjectwise.csv", index=False) + pd.DataFrame(network_rows).to_csv(output_dir / "network_summary_subjectwise.csv", index=False) + pd.DataFrame(gradient_rows).to_csv(output_dir / "gradient_summary_subjectwise.csv", index=False) + group_df.to_csv(output_dir / "map_statistics_group.csv", index=False) + return pd.DataFrame(network_rows), ids + + +def find_schaefer_atlas(requested): + candidates = [ + requested, + Path("/global/homes/s/sjmoon/nilearn_data/schaefer_2018/Schaefer2018_400Parcels_7Networks_order_FSLMNI152_2mm.nii.gz"), + ] + return next((path for path in candidates if path is not None and path.exists()), None) + + +def save_brain_figure(maps, atlas_path, output_dir): + import nibabel as nib + from nilearn import plotting + + atlas = nib.load(atlas_path) + atlas_data = np.asarray(atlas.dataobj).astype(int) + labels = np.unique(atlas_data) + labels = labels[labels > 0] + selected = ["video_content", "unique_e34_vc", "fine_grained_vs_av", "resolution_34d_vs_2d"] + images = [] + for map_name in selected: + values = maps[map_name].mean(axis=0) + volume = np.zeros(atlas_data.shape, dtype=np.float32) + for parcel_i, label in enumerate(labels): + volume[atlas_data == label] = values[parcel_i] + image = nib.Nifti1Image(volume, atlas.affine, atlas.header) + nib.save(image, output_dir / f"brain_map_{map_name}.nii.gz") + images.append(image) + fig, axes = plt.subplots(4, 1, figsize=(12, 13)) + for ax, map_name, image in zip(axes, selected, images): + values = maps[map_name].mean(axis=0) + vmax = max(float(np.percentile(np.abs(values), 98)), 1e-6) + plotting.plot_glass_brain( + image, + display_mode="lyrz", + axes=ax, + colorbar=True, + cmap="RdBu_r", + symmetric_cbar=True, + vmax=vmax, + plot_abs=False, + title=MAP_LABELS[map_name], + ) + fig.subplots_adjust(hspace=0.18) + fig.savefig(output_dir / "content_affect_brain_maps.png", dpi=250) + fig.savefig(output_dir / "content_affect_brain_maps.pdf") + plt.close(fig) + + +def plot_network_summary(maps, network_df, output_dir): + selected = ["video_content", "unique_e34_vc", "fine_grained_vs_av", "matched_2d_vs_av"] + colors = ["#0072B2", "#D55E00", "#009E73", "#CC79A7"] + fig, axes = plt.subplots(2, 2, figsize=(12, 8)) + for ax, map_name, color in zip(axes.flat, selected, colors): + means, sems = [], [] + for network in NETWORK_NAMES: + values = network_df.loc[ + (network_df["map"] == map_name) & (network_df["network"] == network), "mean" + ].values + means.append(np.mean(values)) + sems.append(np.std(values, ddof=1) / np.sqrt(len(values))) + ax.bar(np.arange(7), means, yerr=sems, color=color) + ax.axhline(0, color="black", linewidth=0.8) + ax.set_xticks(np.arange(7), NETWORK_NAMES, rotation=30, ha="right") + ax.set_ylabel("Held-out R2 or delta R2") + ax.set_title(MAP_LABELS[map_name]) + fig.tight_layout() + fig.savefig(output_dir / "content_affect_network_summary.png", dpi=250) + fig.savefig(output_dir / "content_affect_network_summary.pdf") + plt.close(fig) + + +def run(args): + if args.smoke: + args.n_stim = min(args.n_stim, 240) + args.n_folds = 2 + args.alphas = [1.0] + args.output_dir = args.output_dir / "smoke" + if args.n_parcels != N_CORTICAL: + raise ValueError("This module currently requires all 400 cortical parcels") + + output_dir = args.output_dir.resolve() + output_dir.mkdir(parents=True, exist_ok=True) + video, brain, fmri, vision, semantic, emotion, av = load_inputs(args) + n_subjects, n_stim, n_parcels = fmri.shape + print( + f"Loaded video={video.shape}, content={(len(video), vision.shape[1] + semantic.shape[1])}, " + f"Brain-JEPA={brain.shape}, BOLD={fmri.shape}" + ) + + content_full = np.column_stack([vision, semantic]) + geometry_rows = [] + geometry_inputs = { + "raw_vjepa2": video, + "visual_semantic": content_full, + "emotion_34d": emotion, + "arousal_valence": av, + } + for name, features in geometry_inputs.items(): + for subject in range(n_subjects): + geometry_rows.append( + {"representation": name, "subject": subject + 1, "linear_cka": linear_cka(features, brain[subject])} + ) + pd.DataFrame(geometry_rows).to_csv(output_dir / "direct_geometry_cka.csv", index=False) + if args.geometry_only: + config = vars(args).copy() + config["brain_path"] = str(args.brain_path.resolve()) + config["output_dir"] = str(output_dir) + config["root"] = str(ROOT) + config["schaefer_atlas"] = None + with open(output_dir / "run_config.json", "w", encoding="utf-8") as handle: + json.dump(config, handle, indent=2) + print(f"Finished direct geometry only. Results: {output_dir}") + return + + model_names = ["video", "content", "video_content", "vc_av"] + [ + f"vc_e{rank}" for rank in EMOTION_RANKS + ] + predictions = { + name: np.full((n_subjects, n_stim, n_parcels), np.nan, dtype=np.float32) + for name in model_names + } + selected_alphas = np.zeros((args.n_folds, len(model_names))) + alpha_scores = np.zeros((args.n_folds, len(model_names), len(args.alphas))) + folds = list(KFold(n_splits=args.n_folds, shuffle=True, random_state=args.seed).split(video)) + + for fold_i, (train_idx, test_idx) in enumerate(folds): + print(f"Fold {fold_i + 1}/{args.n_folds}") + video_train, video_test = scale_block(video[train_idx], video[test_idx]) + vision_train, vision_test = scale_block(vision[train_idx], vision[test_idx]) + semantic_train, semantic_test = scale_block(semantic[train_idx], semantic[test_idx]) + av_train, av_test = scale_block(av[train_idx], av[test_idx]) + content_train = np.column_stack([vision_train, semantic_train]) + content_test = np.column_stack([vision_test, semantic_test]) + vc_train = np.column_stack([video_train, content_train]) + vc_test = np.column_stack([video_test, content_test]) + feature_sets = { + "video": (video_train, video_test), + "content": (content_train, content_test), + "video_content": (vc_train, vc_test), + "vc_av": (np.column_stack([vc_train, av_train]), np.column_stack([vc_test, av_test])), + } + for rank in EMOTION_RANKS: + emotion_train, emotion_test = emotion_rank_features( + emotion[train_idx], emotion[test_idx], rank, args.seed + fold_i + ) + feature_sets[f"vc_e{rank}"] = ( + np.column_stack([vc_train, emotion_train]), + np.column_stack([vc_test, emotion_test]), + ) + + group_target = fmri[:, train_idx].mean(axis=0) + for model_i, model_name in enumerate(model_names): + x_train, x_test = feature_sets[model_name] + k_train = kernel_matrix(x_train, x_train, x_train.shape[1]) + k_test = kernel_matrix(x_test, x_train, x_train.shape[1]) + alpha, scores = select_alpha( + k_train, group_target, args.alphas, args.inner_fraction, args.seed + fold_i + ) + selected_alphas[fold_i, model_i] = alpha + alpha_scores[fold_i, model_i] = scores + pred = predict_all_subjects(k_train, k_test, fmri[:, train_idx], alpha) + predictions[model_name][:, test_idx] = pred.astype(np.float32) + print(f" {model_name}: p={x_train.shape[1]}, alpha={alpha:g}") + + r2 = {} + pearson = {} + for model_name in model_names: + r2[model_name] = np.stack( + [r2_score(fmri[s], predictions[model_name][s], multioutput="raw_values") for s in range(n_subjects)] + ) + pearson[model_name] = np.stack( + [column_corr(fmri[s], predictions[model_name][s]) for s in range(n_subjects)] + ) + + maps = { + "video": r2["video"], + "content": r2["content"], + "video_content": r2["video_content"], + "unique_video_given_content": r2["video_content"] - r2["content"], + "unique_content_given_video": r2["video_content"] - r2["video"], + "commonality_video_content": r2["video"] + r2["content"] - r2["video_content"], + "unique_av_vc": r2["vc_av"] - r2["video_content"], + "unique_e2_vc": r2["vc_e2"] - r2["video_content"], + "unique_e34_vc": r2["vc_e34"] - r2["video_content"], + "matched_2d_vs_av": r2["vc_e2"] - r2["vc_av"], + "fine_grained_vs_av": r2["vc_e34"] - r2["vc_av"], + "resolution_34d_vs_2d": r2["vc_e34"] - r2["vc_e2"], + } + for rank in EMOTION_RANKS: + maps[f"unique_e{rank}_vc"] = r2[f"vc_e{rank}"] - r2["video_content"] + + pg1 = np.load(ROOT / "study2_thesis/results/ch1d_principal_gradient.npz")["pg1"][:n_parcels] + network_df, ids = summarize_maps(maps, pg1, output_dir) + plot_network_summary(maps, network_df, output_dir) + + parcel_table = { + "parcel": np.arange(1, n_parcels + 1), + "network": [NETWORK_NAMES[i] for i in ids], + "principal_gradient_1": pg1, + } + for name, values in maps.items(): + parcel_table[name] = values.mean(axis=0) + parcel_table[f"{name}_sem"] = values.std(axis=0, ddof=1) / np.sqrt(n_subjects) + pd.DataFrame(parcel_table).to_csv(output_dir / "parcel_maps_group.csv", index=False) + + atlas_path = find_schaefer_atlas(args.schaefer_atlas) + if not args.skip_brain_figure and atlas_path is not None: + save_brain_figure(maps, atlas_path, output_dir) + + save_data = { + "model_names": np.asarray(model_names), + "selected_alphas": selected_alphas, + "alpha_scores": alpha_scores, + "principal_gradient_1": pg1, + } + for name in model_names: + save_data[f"r2_{name}"] = r2[name] + save_data[f"pearson_{name}"] = pearson[name] + for name, values in maps.items(): + save_data[f"map_{name}"] = values + np.savez_compressed(output_dir / "content_affect_partition_results.npz", **save_data) + + config = vars(args).copy() + config["brain_path"] = str(args.brain_path.resolve()) + config["output_dir"] = str(output_dir) + config["root"] = str(ROOT) + config["schaefer_atlas"] = str(atlas_path) if atlas_path else None + with open(output_dir / "run_config.json", "w", encoding="utf-8") as handle: + json.dump(config, handle, indent=2) + print(f"Finished. Results: {output_dir}") + + +if __name__ == "__main__": + run(parse_args()) diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/run_cortical_transformation.py b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/run_cortical_transformation.py new file mode 100644 index 00000000..2e665ecc --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/run_cortical_transformation.py @@ -0,0 +1,597 @@ +#!/usr/bin/env python3 +"""Cortical transformation of shared video-brain information.""" + +import argparse +import json +import os +from pathlib import Path + +import numpy as np +import pandas as pd +import scipy.io as sio +from scipy.stats import spearmanr, ttest_1samp, t +from sklearn.decomposition import PCA +from sklearn.linear_model import Ridge, RidgeCV +from sklearn.metrics import r2_score +from sklearn.model_selection import KFold +from sklearn.preprocessing import StandardScaler + + +def find_project_root(): + for candidate in Path(__file__).resolve().parents: + if (candidate / "CLAUDE.md").is_file() and (candidate / "study1").is_dir(): + return candidate + raise RuntimeError("Could not locate the CCN project root") + + +ROOT = find_project_root() +os.environ.setdefault("MPLCONFIGDIR", str(ROOT / "study1/data/.matplotlib")) +Path(os.environ["MPLCONFIGDIR"]).mkdir(parents=True, exist_ok=True) + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt + + +N_CANONICAL = 2185 +N_CORTICAL = 400 +DEFAULT_BRAIN_PATH = ROOT / "data/raw/brain_embeddings/brain_jepa_embeddings.npy" +NETWORK_NAMES = ["Vis", "SomMot", "DorsAttn", "SalVentAttn", "Limbic", "Cont", "Default"] +NETWORK_PARCELS = { + "Vis": list(range(0, 31)) + list(range(200, 230)), + "SomMot": list(range(31, 68)) + list(range(230, 270)), + "DorsAttn": list(range(68, 91)) + list(range(270, 293)), + "SalVentAttn": list(range(91, 113)) + list(range(293, 318)), + "Limbic": list(range(113, 126)) + list(range(318, 331)), + "Cont": list(range(126, 148)) + list(range(331, 361)), + "Default": list(range(148, 200)) + list(range(361, 400)), +} +MAP_LABELS = { + "shared": "Shared channel", + "unique_e34_shared": "Unique 34D beyond shared", + "unique_av_shared": "Unique A/V beyond shared", + "fine_grained_advantage": "Fine-grained advantage", + "unique_e34_video": "Unique 34D beyond full video", +} + + +def parse_args(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--n-stim", type=int, default=N_CANONICAL) + parser.add_argument("--n-parcels", type=int, default=N_CORTICAL) + parser.add_argument("--n-folds", type=int, default=5) + parser.add_argument("--n-pca", type=int, default=100) + parser.add_argument("--max-rank", type=int, default=20) + parser.add_argument("--shared-rank", type=int, default=3) + parser.add_argument("--n-shuffles", type=int, default=100) + parser.add_argument("--seed", type=int, default=42) + parser.add_argument("--alphas", type=float, nargs="+", default=[0.1, 1.0, 10.0, 100.0, 1000.0]) + parser.add_argument("--alpha-cv", type=int, default=3) + parser.add_argument("--brain-path", type=Path, default=DEFAULT_BRAIN_PATH) + parser.add_argument("--output-dir", type=Path, default=ROOT / "study1/results/cortical_transformation") + parser.add_argument("--save-predictions", action="store_true") + parser.add_argument("--smoke", action="store_true") + parser.add_argument("--skip-brain-figure", action="store_true") + parser.add_argument("--schaefer-atlas", type=Path, default=None) + return parser.parse_args() + + +def load_mat_feature(name, n_stim): + path = ROOT / "data/raw/feature" / f"{name}.mat" + obj = sio.loadmat(path, squeeze_me=True, struct_as_record=False)["L"] + values = np.asarray(obj.feat, dtype=np.float64)[:n_stim] + labels = np.asarray(obj.featname, dtype=str).tolist() + return values, labels + + +def load_inputs(args): + video = np.load( + ROOT / "data/raw/video_embeddings/emovis_vjepa2_pretrained.npy", + mmap_mode="r", + )[: args.n_stim].astype(np.float64) + brain = np.load(args.brain_path, mmap_mode="r")[:, : args.n_stim].astype(np.float64) + fmri = np.load( + ROOT / "data/raw/raw_fmri/fmri_raw.npy", + mmap_mode="r", + )[:, : args.n_stim, : args.n_parcels].astype(np.float64) + emotion, emotion_names = load_mat_feature("categcontinuous", args.n_stim) + dimensions, dimension_names = load_mat_feature("dimension", args.n_stim) + dim_lookup = {name.lower(): i for i, name in enumerate(dimension_names)} + av = dimensions[:, [dim_lookup["arousal"], dim_lookup["valence"]]] + + arrays = {"video": video, "brain": brain, "fmri": fmri, "emotion": emotion, "av": av} + for name, values in arrays.items(): + if not np.isfinite(values).all(): + raise ValueError(f"{name} contains non-finite values") + if video.shape[0] != args.n_stim or brain.shape[1] != args.n_stim: + raise ValueError("Stimulus counts do not match") + return video, brain, fmri, emotion, av, emotion_names + + +class SharedAxes: + """PCA-whitened cross-covariance SVD, fit on training stimuli only.""" + + def __init__(self, n_pca, max_rank, seed): + self.n_pca = n_pca + self.max_rank = max_rank + self.seed = seed + + def fit(self, video, brain): + n_comp = min(self.n_pca, len(video) - 1, video.shape[1], brain.shape[1]) + self.video_scaler = StandardScaler().fit(video) + self.brain_scaler = StandardScaler().fit(brain) + self.video_pca = PCA( + n_components=n_comp, whiten=True, svd_solver="randomized", random_state=self.seed + ).fit(self.video_scaler.transform(video)) + self.brain_pca = PCA( + n_components=n_comp, whiten=True, svd_solver="randomized", random_state=self.seed + ).fit(self.brain_scaler.transform(brain)) + video_pc = self.video_pca.transform(self.video_scaler.transform(video)) + brain_pc = self.brain_pca.transform(self.brain_scaler.transform(brain)) + cross_cov = video_pc.T @ brain_pc / max(len(video_pc) - 1, 1) + u, singular_values, vt = np.linalg.svd(cross_cov, full_matrices=False) + rank = min(self.max_rank, u.shape[1]) + self.video_axes = u[:, :rank] + self.brain_axes = vt.T[:, :rank] + self.singular_values = singular_values[:rank] + return self + + def transform_video_pca(self, video): + return self.video_pca.transform(self.video_scaler.transform(video)) + + def transform_video_shared(self, video): + return self.transform_video_pca(video) @ self.video_axes + + def transform_brain_pca(self, brain): + return self.brain_pca.transform(self.brain_scaler.transform(brain)) + + def transform_brain_shared(self, brain): + return self.transform_brain_pca(brain) @ self.brain_axes + + +def column_corr(a, b): + a0 = a - a.mean(axis=0, keepdims=True) + b0 = b - b.mean(axis=0, keepdims=True) + denom = np.sqrt(np.sum(a0 * a0, axis=0) * np.sum(b0 * b0, axis=0)) + return np.divide(np.sum(a0 * b0, axis=0), denom, out=np.zeros(a.shape[1]), where=denom > 0) + + +def fit_predict_ridge(x_train, y_train, x_test, alphas, alpha_cv): + x_scaler = StandardScaler().fit(x_train) + x_train_z = x_scaler.transform(x_train) + x_test_z = x_scaler.transform(x_test) + y_mean = y_train.mean(axis=0) + y_std = y_train.std(axis=0) + y_std[y_std < 1e-12] = 1.0 + y_train_z = (y_train - y_mean) / y_std + + if len(alphas) == 1: + model = Ridge(alpha=alphas[0]) + else: + model = RidgeCV(alphas=alphas, cv=alpha_cv, scoring="neg_mean_squared_error") + model.fit(x_train_z, y_train_z) + pred = model.predict(x_test_z) * y_std + y_mean + selected_alpha = model.alpha_ if hasattr(model, "alpha_") else model.alpha + return pred, float(selected_alpha) + + +def parcel_metrics(y_true, y_pred): + r2 = r2_score(y_true, y_pred, multioutput="raw_values") + pearson = column_corr(y_true, y_pred) + spearman = np.array([spearmanr(y_true[:, j], y_pred[:, j]).statistic for j in range(y_true.shape[1])]) + return r2, pearson, spearman + + +def network_ids(n_parcels): + ids = np.full(n_parcels, -1, dtype=int) + for network_i, network in enumerate(NETWORK_NAMES): + parcel_idx = np.asarray(NETWORK_PARCELS[network], dtype=int) + parcel_idx = parcel_idx[parcel_idx < n_parcels] + ids[parcel_idx] = network_i + return ids + + +def confidence_interval(values, confidence=0.95): + values = np.asarray(values, dtype=float) + mean = float(np.mean(values)) + if len(values) < 2: + return mean, np.nan, np.nan + sem = np.std(values, ddof=1) / np.sqrt(len(values)) + half = float(t.ppf((1 + confidence) / 2, len(values) - 1) * sem) + return mean, mean - half, mean + half + + +def summarize_anatomy(maps, pg1, output_dir): + n_subjects, n_parcels = maps["shared"].shape + net_ids = network_ids(n_parcels) + network_rows = [] + gradient_rows = [] + contrast_rows = [] + global_rows = [] + selected_maps = ["shared", "unique_e34_shared", "fine_grained_advantage", "unique_e34_video"] + + for map_name in selected_maps: + for subject in range(n_subjects): + values = maps[map_name][subject] + global_rows.append( + {"subject": subject + 1, "map": map_name, "cortical_mean": float(np.mean(values))} + ) + rho, p_value = spearmanr(pg1[:n_parcels], values) + gradient_rows.append( + {"subject": subject + 1, "map": map_name, "spearman_r": rho, "p_value_descriptive": p_value} + ) + network_means = {} + for network_i, network in enumerate(NETWORK_NAMES): + keep = net_ids == network_i + value = float(np.mean(values[keep])) if np.any(keep) else np.nan + network_means[network] = value + network_rows.append( + {"subject": subject + 1, "map": map_name, "network": network, "mean_value": value} + ) + visual = network_means["Vis"] + transmodal = np.nanmean([network_means["Cont"], network_means["Default"]]) + direction = visual - transmodal if map_name == "shared" else transmodal - visual + contrast_rows.append( + { + "subject": subject + 1, + "map": map_name, + "visual": visual, + "transmodal_cont_default": transmodal, + "hypothesis_aligned_contrast": direction, + } + ) + + network_df = pd.DataFrame(network_rows) + gradient_df = pd.DataFrame(gradient_rows) + contrast_df = pd.DataFrame(contrast_rows) + global_df = pd.DataFrame(global_rows) + network_df.to_csv(output_dir / "network_summary_subjectwise.csv", index=False) + gradient_df.to_csv(output_dir / "gradient_summary_subjectwise.csv", index=False) + contrast_df.to_csv(output_dir / "hierarchy_contrasts_subjectwise.csv", index=False) + global_df.to_csv(output_dir / "map_means_subjectwise.csv", index=False) + + stats_rows = [] + for map_name in selected_maps: + values = contrast_df.loc[contrast_df["map"] == map_name, "hypothesis_aligned_contrast"].values + mean, ci_low, ci_high = confidence_interval(values) + test = ttest_1samp(values, 0.0) + grad = gradient_df.loc[gradient_df["map"] == map_name, "spearman_r"].values + grad_mean, grad_low, grad_high = confidence_interval(grad) + grad_test = ttest_1samp(grad, 0.0) + global_values = global_df.loc[global_df["map"] == map_name, "cortical_mean"].values + global_mean, global_low, global_high = confidence_interval(global_values) + global_test = ttest_1samp(global_values, 0.0) + stats_rows.append( + { + "map": map_name, + "cortical_mean": global_mean, + "cortical_mean_ci_low": global_low, + "cortical_mean_ci_high": global_high, + "cortical_mean_t": global_test.statistic, + "cortical_mean_p": global_test.pvalue, + "hierarchy_contrast_mean": mean, + "hierarchy_ci_low": ci_low, + "hierarchy_ci_high": ci_high, + "hierarchy_t": test.statistic, + "hierarchy_p": test.pvalue, + "gradient_r_mean": grad_mean, + "gradient_r_ci_low": grad_low, + "gradient_r_ci_high": grad_high, + "gradient_t": grad_test.statistic, + "gradient_p": grad_test.pvalue, + } + ) + pd.DataFrame(stats_rows).to_csv(output_dir / "hierarchy_group_statistics.csv", index=False) + return network_df, gradient_df, net_ids + + +def save_parcel_table(maps, pg1, net_ids, output_dir): + table = { + "parcel": np.arange(1, maps["shared"].shape[1] + 1), + "network": [NETWORK_NAMES[i] if i >= 0 else "Unknown" for i in net_ids], + "principal_gradient_1": pg1[: maps["shared"].shape[1]], + } + for map_name, values in maps.items(): + table[map_name] = values.mean(axis=0) + table[f"{map_name}_sem_subject"] = values.std(axis=0, ddof=1) / np.sqrt(values.shape[0]) + pd.DataFrame(table).to_csv(output_dir / "parcel_maps_group.csv", index=False) + + +def plot_summary(maps, network_df, pg1, output_dir): + selected = ["shared", "unique_e34_shared", "fine_grained_advantage"] + colors = ["#0072B2", "#D55E00", "#009E73"] + fig, axes = plt.subplots(2, 2, figsize=(13, 9)) + ax = axes[0, 0] + x = np.arange(len(NETWORK_NAMES)) + width = 0.24 + for i, map_name in enumerate(selected): + means, sems = [], [] + for network in NETWORK_NAMES: + values = network_df.loc[ + (network_df["map"] == map_name) & (network_df["network"] == network), "mean_value" + ].values + means.append(np.mean(values)) + sems.append(np.std(values, ddof=1) / np.sqrt(len(values))) + ax.bar(x + (i - 1) * width, means, width, yerr=sems, color=colors[i], label=MAP_LABELS[map_name]) + ax.axhline(0, color="black", linewidth=0.8) + ax.set_xticks(x, NETWORK_NAMES, rotation=30, ha="right") + ax.set_ylabel("Held-out R2 or delta R2") + ax.set_title("Yeo 7 network summary") + ax.legend(frameon=False, fontsize=8) + + for ax, map_name, color in zip(axes.flat[1:], selected, colors): + group_map = maps[map_name].mean(axis=0) + rho = spearmanr(pg1[: len(group_map)], group_map).statistic + ax.scatter(pg1[: len(group_map)], group_map, s=10, alpha=0.55, color=color, edgecolors="none") + slope, intercept = np.polyfit(pg1[: len(group_map)], group_map, 1) + xx = np.linspace(np.min(pg1), np.max(pg1), 100) + ax.plot(xx, slope * xx + intercept, color="black", linewidth=1.2) + ax.axhline(0, color="0.65", linewidth=0.8) + ax.set_xlabel("Principal gradient 1") + ax.set_ylabel("Held-out R2 or delta R2") + ax.set_title(f"{MAP_LABELS[map_name]} (group rho={rho:.2f})") + fig.subplots_adjust(hspace=0.22) + fig.savefig(output_dir / "cortical_transformation_summary.png", dpi=250) + fig.savefig(output_dir / "cortical_transformation_summary.pdf") + plt.close(fig) + + +def find_schaefer_atlas(requested): + candidates = [ + requested, + Path("/global/homes/s/sjmoon/nilearn_data/schaefer_2018/Schaefer2018_400Parcels_7Networks_order_FSLMNI152_2mm.nii.gz"), + Path("/global/homes/s/sjmoon/nilearn_data/schaefer_2018/Schaefer2018_400Parcels_7Networks_order_FSLMNI152_1mm.nii.gz"), + ] + return next((path for path in candidates if path is not None and path.exists()), None) + + +def save_brain_maps(maps, atlas_path, output_dir): + import nibabel as nib + from nilearn import plotting + + atlas_img = nib.load(atlas_path) + atlas_data = np.asarray(atlas_img.dataobj) + labels = np.unique(atlas_data.astype(int)) + labels = labels[labels > 0] + if len(labels) != N_CORTICAL: + raise ValueError(f"Expected 400 Schaefer labels, found {len(labels)} in {atlas_path}") + + selected = ["shared", "unique_e34_shared", "fine_grained_advantage"] + stat_images = [] + for map_name in selected: + values = maps[map_name].mean(axis=0) + volume = np.zeros(atlas_data.shape, dtype=np.float32) + for parcel_i, label in enumerate(labels): + volume[atlas_data == label] = values[parcel_i] + image = nib.Nifti1Image(volume, atlas_img.affine, atlas_img.header) + path = output_dir / f"brain_map_{map_name}.nii.gz" + nib.save(image, path) + stat_images.append(image) + + fig, axes = plt.subplots(3, 1, figsize=(12, 10)) + for ax, map_name, image in zip(axes, selected, stat_images): + vmax = float(np.nanpercentile(np.abs(maps[map_name].mean(axis=0)), 98)) + vmax = max(vmax, 1e-6) + plotting.plot_glass_brain( + image, + display_mode="lyrz", + colorbar=True, + cmap="RdBu_r", + symmetric_cbar=True, + vmax=vmax, + axes=ax, + title=MAP_LABELS[map_name], + plot_abs=False, + ) + fig.subplots_adjust(hspace=0.18) + fig.savefig(output_dir / "cortical_brain_maps.png", dpi=250) + fig.savefig(output_dir / "cortical_brain_maps.pdf") + plt.close(fig) + + +def run(args): + if args.smoke: + args.n_stim = min(args.n_stim, 240) + args.n_folds = 2 + args.n_pca = min(args.n_pca, 20) + args.max_rank = min(args.max_rank, 5) + args.shared_rank = min(args.shared_rank, 3) + args.n_shuffles = min(args.n_shuffles, 5) + args.alphas = [10.0] + args.output_dir = args.output_dir / "smoke" + if args.n_parcels > N_CORTICAL: + raise ValueError("This analysis is cortical-only; --n-parcels must be <= 400") + if args.shared_rank > args.max_rank: + raise ValueError("--shared-rank cannot exceed --max-rank") + + output_dir = args.output_dir.resolve() + output_dir.mkdir(parents=True, exist_ok=True) + video, brain, fmri, emotion, av, emotion_names = load_inputs(args) + n_subjects, n_stim, n_parcels = fmri.shape + print(f"Loaded video={video.shape}, Brain-JEPA={brain.shape}, BOLD={fmri.shape}") + + model_names = ["shared", "shared_e34", "shared_av", "video", "video_e34", "video_av"] + predictions = { + name: np.full((n_subjects, n_stim, n_parcels), np.nan, dtype=np.float32) + for name in model_names + } + folds = list(KFold(n_splits=args.n_folds, shuffle=True, random_state=args.seed).split(video)) + canonical_corr = np.zeros((n_subjects, args.n_folds, args.max_rank)) + singular_values = np.zeros_like(canonical_corr) + null_corr = np.zeros((n_subjects, args.n_folds, args.n_shuffles, args.max_rank)) + chosen_alphas = np.zeros((n_subjects, args.n_folds, len(model_names))) + rng = np.random.default_rng(args.seed) + + for subject in range(n_subjects): + discovery_subjects = [i for i in range(n_subjects) if i != subject] + discovery_brain = brain[discovery_subjects].mean(axis=0) + print(f"Subject {subject + 1}/{n_subjects}: discover on subjects {[i + 1 for i in discovery_subjects]}") + for fold_i, (train_idx, test_idx) in enumerate(folds): + shared_model = SharedAxes(args.n_pca, args.max_rank, args.seed + fold_i).fit( + video[train_idx], discovery_brain[train_idx] + ) + s_train_all = shared_model.transform_video_shared(video[train_idx]) + s_test_all = shared_model.transform_video_shared(video[test_idx]) + b_test_all = shared_model.transform_brain_shared(discovery_brain[test_idx]) + canonical_corr[subject, fold_i] = column_corr(s_test_all, b_test_all)[: args.max_rank] + singular_values[subject, fold_i] = shared_model.singular_values[: args.max_rank] + + if args.n_shuffles: + b_train_pc = shared_model.transform_brain_pca(discovery_brain[train_idx]) + v_train_pc = shared_model.transform_video_pca(video[train_idx]) + b_test_pc = shared_model.transform_brain_pca(discovery_brain[test_idx]) + v_test_pc = shared_model.transform_video_pca(video[test_idx]) + for shuffle_i in range(args.n_shuffles): + permuted = b_train_pc[rng.permutation(len(train_idx))] + u, _, vt = np.linalg.svd(v_train_pc.T @ permuted / (len(train_idx) - 1), full_matrices=False) + null_corr[subject, fold_i, shuffle_i] = column_corr( + v_test_pc @ u[:, : args.max_rank], b_test_pc @ vt.T[:, : args.max_rank] + ) + + shared_train = s_train_all[:, : args.shared_rank] + shared_test = s_test_all[:, : args.shared_rank] + video_train = shared_model.transform_video_pca(video[train_idx]) + video_test = shared_model.transform_video_pca(video[test_idx]) + feature_sets = { + "shared": (shared_train, shared_test), + "shared_e34": ( + np.column_stack([shared_train, emotion[train_idx]]), + np.column_stack([shared_test, emotion[test_idx]]), + ), + "shared_av": ( + np.column_stack([shared_train, av[train_idx]]), + np.column_stack([shared_test, av[test_idx]]), + ), + "video": (video_train, video_test), + "video_e34": ( + np.column_stack([video_train, emotion[train_idx]]), + np.column_stack([video_test, emotion[test_idx]]), + ), + "video_av": ( + np.column_stack([video_train, av[train_idx]]), + np.column_stack([video_test, av[test_idx]]), + ), + } + for model_i, model_name in enumerate(model_names): + pred, alpha = fit_predict_ridge( + feature_sets[model_name][0], + fmri[subject, train_idx], + feature_sets[model_name][1], + args.alphas, + args.alpha_cv, + ) + predictions[model_name][subject, test_idx] = pred.astype(np.float32) + chosen_alphas[subject, fold_i, model_i] = alpha + print(f" fold {fold_i + 1}/{args.n_folds} complete") + + metrics = {metric: {} for metric in ["r2", "pearson_r", "spearman_r"]} + for model_name in model_names: + metric_values = [parcel_metrics(fmri[s], predictions[model_name][s]) for s in range(n_subjects)] + for metric_i, metric_name in enumerate(metrics): + metrics[metric_name][model_name] = np.stack([value[metric_i] for value in metric_values]) + + maps = { + "shared": metrics["r2"]["shared"], + "unique_e34_shared": metrics["r2"]["shared_e34"] - metrics["r2"]["shared"], + "unique_av_shared": metrics["r2"]["shared_av"] - metrics["r2"]["shared"], + "fine_grained_advantage": ( + metrics["r2"]["shared_e34"] - metrics["r2"]["shared_av"] + ), + "video": metrics["r2"]["video"], + "unique_e34_video": metrics["r2"]["video_e34"] - metrics["r2"]["video"], + "unique_av_video": metrics["r2"]["video_av"] - metrics["r2"]["video"], + } + + pg1_path = ROOT / "study2_thesis/results/ch1d_principal_gradient.npz" + pg1 = np.load(pg1_path)["pg1"].astype(float)[:n_parcels] + network_df, gradient_df, net_ids = summarize_anatomy(maps, pg1, output_dir) + save_parcel_table(maps, pg1, net_ids, output_dir) + plot_summary(maps, network_df, pg1, output_dir) + + rank_rows = [] + for subject in range(n_subjects): + for fold_i in range(args.n_folds): + for component in range(args.max_rank): + observed = canonical_corr[subject, fold_i, component] + null_values = null_corr[subject, fold_i, :, component] + p_empirical = ( + (1 + np.sum(null_values >= observed)) / (1 + len(null_values)) + if len(null_values) + else np.nan + ) + rank_rows.append( + { + "subject": subject + 1, + "fold": fold_i + 1, + "component": component + 1, + "heldout_correlation": observed, + "train_singular_value": singular_values[subject, fold_i, component], + "fold_empirical_p": p_empirical, + } + ) + pd.DataFrame(rank_rows).to_csv(output_dir / "shared_rank_diagnostics.csv", index=False) + rank_group_rows = [] + for component in range(args.max_rank): + observed = canonical_corr[:, :, component].reshape(-1) + mean, ci_low, ci_high = confidence_interval(observed) + if args.n_shuffles: + null_group_means = null_corr[:, :, :, component].mean(axis=(0, 1)) + empirical_p = (1 + np.sum(null_group_means >= mean)) / (1 + len(null_group_means)) + else: + empirical_p = np.nan + rank_group_rows.append( + { + "component": component + 1, + "heldout_correlation_mean": mean, + "ci_low_over_subject_folds": ci_low, + "ci_high_over_subject_folds": ci_high, + "group_null_empirical_p": empirical_p, + "positive_subject_fold_fraction": float(np.mean(observed > 0)), + } + ) + pd.DataFrame(rank_group_rows).to_csv(output_dir / "shared_rank_group_summary.csv", index=False) + + save_dict = { + "canonical_corr": canonical_corr, + "canonical_corr_null": null_corr, + "train_singular_values": singular_values, + "chosen_alphas": chosen_alphas, + "model_names": np.asarray(model_names), + "emotion_names": np.asarray(emotion_names), + "network_names": np.asarray(NETWORK_NAMES), + "principal_gradient_1": pg1, + } + for metric_name, model_results in metrics.items(): + for model_name, values in model_results.items(): + save_dict[f"{metric_name}_{model_name}"] = values + for map_name, values in maps.items(): + save_dict[f"map_{map_name}"] = values + np.savez_compressed(output_dir / "cortical_transformation_results.npz", **save_dict) + + if args.save_predictions: + intermediate_dir = ROOT / "study1/data/cortical_transformation" + if args.smoke: + intermediate_dir = intermediate_dir / "smoke" + intermediate_dir.mkdir(parents=True, exist_ok=True) + np.savez_compressed(intermediate_dir / "oof_predictions.npz", **predictions) + + atlas_path = find_schaefer_atlas(args.schaefer_atlas) + if not args.skip_brain_figure and n_parcels == N_CORTICAL and atlas_path is not None: + print(f"Creating cortical brain maps with {atlas_path}") + save_brain_maps(maps, atlas_path, output_dir) + elif not args.skip_brain_figure: + print("Brain figure skipped: a 400-parcel Schaefer atlas was not available") + + config = vars(args).copy() + config["brain_path"] = str(args.brain_path.resolve()) + config["output_dir"] = str(output_dir) + config["schaefer_atlas"] = str(atlas_path) if atlas_path else None + config["root"] = str(ROOT) + with open(output_dir / "run_config.json", "w", encoding="utf-8") as handle: + json.dump(config, handle, indent=2) + print(f"Finished. Results: {output_dir}") + + +if __name__ == "__main__": + run(parse_args()) diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/run_shared_alignment.py b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/run_shared_alignment.py new file mode 100644 index 00000000..4df644ea --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/reproduction_code/run_shared_alignment.py @@ -0,0 +1,218 @@ +""" +Shared-alignment module: identify model dimensions predictable from Brain-JEPA. + +For a given video model (V-JEPA2, CLIP, DINOv2, VideoMAE, untrained, supervised): + 1. PCA on model embedding → 100 PCs (variance-based) + 2. For each PC, ridge-regress on group-mean Brain-JEPA representation (5-fold CV) + 3. Permutation test (n=1000) on observed R² to compute p-value + 4. FDR (Benjamini-Hochberg) over 100 PCs + 5. Survive PCs = brain-aligned subspace (M1) + +Multi-metric collection (per CLAUDE.md rule): + - R² (raw, no max-clipping) + - R² (max-clipped at 0, for abstract continuity) + - Pearson r on CV predictions + - Spearman r on CV predictions + +Multi-variant: sequential CV vs shuffled CV (tests CV leakage robustness). + +Stimulus: 2185 canonical (Horikawa repeat clips excluded). + +Usage: + python run_shared_alignment.py --model vjepa2_pretrained + python run_shared_alignment.py --model clip_pretrained +""" + +import argparse +import numpy as np +from sklearn.linear_model import Ridge +from sklearn.pipeline import Pipeline +from sklearn.preprocessing import StandardScaler +from sklearn.model_selection import cross_val_score, KFold +from sklearn.metrics import r2_score +from sklearn.decomposition import PCA +from scipy.stats import pearsonr, spearmanr +from pathlib import Path + +# ── Constants ───────────────────────────────────────────────────────────────── +N_STIM = 2185 # canonical, excludes Horikawa repeat clips +N_PC = 100 +N_PERM = 1000 +ALPHA = 0.05 +SEED = 42 + +def find_project_root(): + for candidate in Path(__file__).resolve().parents: + if (candidate / "CLAUDE.md").is_file() and (candidate / "study1").is_dir(): + return candidate + raise RuntimeError("Could not locate the CCN project root") + + +ROOT = find_project_root() +EMBED_DIR = ROOT / "data/raw/video_embeddings" +DEFAULT_BRAIN_PATH = ROOT / "data/raw/brain_embeddings/brain_jepa_embeddings.npy" +DEFAULT_OUTPUT_DIR = ROOT / "study1/data/shared_alignment" + +MODEL_PATHS = { + 'vjepa2_pretrained': 'emovis_vjepa2_pretrained.npy', + 'vjepa2_scratch': 'emovis_vjepa2_scratch.npy', + 'clip_pretrained': 'emovis_clip_pretrained.npy', + 'clip_scratch': 'emovis_clip_scratch.npy', + 'dinov2_pretrained': 'emovis_dinov2_pretrained.npy', + 'dinov2_scratch': 'emovis_dinov2_scratch.npy', + 'videomae_pretrained':'emovis_videomae_pretrained.npy', + 'videomae_scratch': 'emovis_videomae_scratch.npy', +} + +def fdr_bh(pvals): + n = len(pvals) + order = np.argsort(pvals) + adj = pvals[order] * n / (np.arange(1, n + 1)) + for j in range(n - 2, -1, -1): + adj[j] = min(adj[j], adj[j + 1]) + adj = np.clip(adj, 0, 1) + result = np.empty(n) + result[order] = adj + return result + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument('--model', required=True, choices=list(MODEL_PATHS.keys())) + ap.add_argument('--brain-path', type=Path, default=DEFAULT_BRAIN_PATH) + ap.add_argument('--output-dir', type=Path, default=DEFAULT_OUTPUT_DIR) + ap.add_argument('--n-perm', type=int, default=N_PERM) + ap.add_argument('--n-pc', type=int, default=N_PC) + ap.add_argument('--n-test-pcs', type=int, default=20) + args = ap.parse_args() + + if args.n_perm < 0: + raise ValueError("--n-perm must be non-negative") + if args.n_pc < 1 or args.n_test_pcs < 1: + raise ValueError("--n-pc and --n-test-pcs must be positive") + n_pc = args.n_pc + output_dir = args.output_dir.resolve() + output_dir.mkdir(parents=True, exist_ok=True) + + print(f"=== Shared alignment: model={args.model}, n_stim={N_STIM}, n_pc={n_pc} ===\n") + + # Load + print("Loading data...") + embed = np.load(EMBED_DIR / MODEL_PATHS[args.model]).astype(np.float64) + brain_raw = np.load(args.brain_path).astype(np.float64) + print(f" Model embed: {embed.shape}, Brain raw: {brain_raw.shape}") + + # Slice to 2185 canonical + if embed.shape[0] > N_STIM: + embed = embed[:N_STIM] + if brain_raw.shape[1] > N_STIM: + brain_raw = brain_raw[:, :N_STIM, :] + brain = brain_raw.mean(axis=0) # (2185, 768) + print(f" After slice: model={embed.shape}, brain={brain.shape}") + + # PCA + print(f"\nFitting PCA ({n_pc} components)...") + pca = PCA(n_components=n_pc, random_state=SEED) + pcs = pca.fit_transform(embed) + print(f" Cumulative variance: {pca.explained_variance_ratio_.cumsum()[-1]:.4f}") + + # Setup + model_pipeline = Pipeline([('scaler', StandardScaler()), ('ridge', Ridge(alpha=1.0))]) + cv_seq = KFold(n_splits=5, shuffle=False) + cv_shuf = KFold(n_splits=5, shuffle=True, random_state=SEED) + rng = np.random.default_rng(SEED) + + # ── Observed R² (multi-variant, multi-metric) ──────────────────────────── + print("\nComputing observed R² across 4 variants × multi-metric...") + variants = {} + for cv_name, cv_obj in [('seq', cv_seq), ('shuf', cv_shuf)]: + r2_raw = np.zeros(n_pc) + pearson = np.zeros(n_pc) + spearman = np.zeros(n_pc) + for k in range(n_pc): + y = pcs[:, k] + y_pred = np.zeros_like(y) + r2_folds = [] + for train_idx, test_idx in cv_obj.split(brain): + model_pipeline.fit(brain[train_idx], y[train_idx]) + y_pred[test_idx] = model_pipeline.predict(brain[test_idx]) + r2_folds.append(r2_score(y[test_idx], y_pred[test_idx])) + r2_raw[k] = float(np.mean(r2_folds)) + pearson[k] = pearsonr(y, y_pred)[0] + spearman[k] = spearmanr(y, y_pred)[0] + variants[cv_name] = { + 'r2_raw': r2_raw, + 'r2_clipped': np.maximum(r2_raw, 0.0), + 'pearson_r': pearson, + 'spearman_r': spearman, + } + print(f" CV={cv_name}: top-5 PCs by r2_raw: PC{np.argsort(-r2_raw)[:5]+1}") + for k in np.argsort(-r2_raw)[:5]: + print(f" PC{k+1}: r2_raw={r2_raw[k]:+.4f}, r2_clipped={max(r2_raw[k],0):.4f}, " + f"pearson={pearson[k]:+.4f}, spearman={spearman[k]:+.4f}") + + # ── Permutation test (raw and clipped null) on top-20 by raw R² (shuf CV) ── + n_test_pcs = min(args.n_test_pcs, n_pc) + print(f"\nPermutation test (n={args.n_perm}) on top {n_test_pcs} PCs...") + top_pcs = np.argsort(-variants['shuf']['r2_raw'])[:n_test_pcs] + print(f" Test PCs (1-indexed): {sorted(top_pcs+1)}") + + for cv_name, cv_obj in [('seq', cv_seq), ('shuf', cv_shuf)]: + v = variants[cv_name] + null_raw = np.zeros((n_pc, args.n_perm)) + null_clip = np.zeros((n_pc, args.n_perm)) + p_raw = np.full(n_pc, np.nan if args.n_perm == 0 else 1.0) + p_clip = np.full(n_pc, np.nan if args.n_perm == 0 else 1.0) + for idx, k in enumerate(top_pcs): + target = pcs[:, k] + for p in range(args.n_perm): + target_perm = rng.permutation(target) + scores = cross_val_score(model_pipeline, brain, target_perm, cv=cv_obj, scoring='r2') + null_raw[k, p] = scores.mean() + null_clip[k, p] = max(scores.mean(), 0.0) + if args.n_perm: + p_raw[k] = (1 + np.sum(null_raw[k] >= v['r2_raw'][k])) / (1 + args.n_perm) + p_clip[k] = (1 + np.sum(null_clip[k] >= v['r2_clipped'][k])) / (1 + args.n_perm) + if (idx + 1) % 5 == 0 and args.n_perm: + print(f" [{cv_name} {idx+1}/20] PC{k+1}: p_raw={p_raw[k]:.4f}, p_clip={p_clip[k]:.4f}") + v['p_raw'] = p_raw + v['p_clip'] = p_clip + v['q_raw'] = fdr_bh(p_raw) if args.n_perm else np.full(n_pc, np.nan) + v['q_clip'] = fdr_bh(p_clip) if args.n_perm else np.full(n_pc, np.nan) + v['null_raw_dist'] = null_raw + v['null_clip_dist'] = null_clip + + # ── Summary ─────────────────────────────────────────────────────────────── + print(f"\n{'='*70}\nSUMMARY — surviving PCs by FDR<{ALPHA}\n{'='*70}") + for cv_name in ['seq', 'shuf']: + v = variants[cv_name] + sig_clip = np.where(v['q_clip'] < ALPHA)[0] + 1 + sig_raw = np.where(v['q_raw'] < ALPHA)[0] + 1 + print(f" CV={cv_name}:") + print(f" clipped null (original method): PCs {sorted(sig_clip)} ({len(sig_clip)} PCs)") + print(f" raw null (no artifact): PCs {sorted(sig_raw)} ({len(sig_raw)} PCs)") + print(f" same? {sorted(sig_clip)==sorted(sig_raw)}") + + # ── Save ────────────────────────────────────────────────────────────────── + save_dict = { + 'model_name': args.model, + 'n_stim': N_STIM, + 'n_pc': n_pc, + 'n_perm': args.n_perm, + 'brain_path': str(args.brain_path.resolve()), + 'cumulative_variance': pca.explained_variance_ratio_.cumsum(), + 'pcs': pcs, + } + for cv_name in ['seq', 'shuf']: + v = variants[cv_name] + for key in ['r2_raw', 'r2_clipped', 'pearson_r', 'spearman_r', + 'p_raw', 'p_clip', 'q_raw', 'q_clip']: + save_dict[f'{cv_name}_{key}'] = v[key] + save_dict[f'{cv_name}_null_raw_dist'] = v['null_raw_dist'] + save_dict[f'{cv_name}_null_clip_dist'] = v['null_clip_dist'] + + out_path = output_dir / f'brain_alignment_{args.model}.npz' + np.savez(out_path, **save_dict) + print(f"\nSaved → {out_path}\nDone.") + +if __name__ == '__main__': + main() diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/brain_jepa_native_1patch.json b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/brain_jepa_native_1patch.json new file mode 100644 index 00000000..644ed153 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/brain_jepa_native_1patch.json @@ -0,0 +1,85 @@ +{ + "description": "Corrected frozen Brain-JEPA, native one-time-patch sin/cos code", + "source_directory": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean", + "canonical_csv": "/pscratch/sd/s/sjmoon/EmoBrain/project/shared/data/feelin_canonical_stimuli.csv", + "output_shape": [ + 5, + 2185, + 768 + ], + "dtype": "float32", + "subjects": [ + { + "subject": "sub-01", + "npz_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-01.npz", + "npz_sha256": "839172b3fae6acf214a7b317b3ba9385ed6660df0abbb4e3588bbcfa1ac84695", + "metadata_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-01.json", + "embedding_shape": [ + 2185, + 768 + ], + "original_time_min": 5, + "original_time_max": 47, + "mean_padding_ratio": 0.6270022988319397, + "position_code_sha256": "8fb758c8590b5a671fff558632a360685c77acae2066c3f691f2f395a0bbc9e0" + }, + { + "subject": "sub-02", + "npz_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-02.npz", + "npz_sha256": "f1bccc10b8e48d873af2b92cf9e3bd4dc27ca19b9685a17fead4fb5cf14b281b", + "metadata_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-02.json", + "embedding_shape": [ + 2185, + 768 + ], + "original_time_min": 5, + "original_time_max": 47, + "mean_padding_ratio": 0.6270022988319397, + "position_code_sha256": "8fb758c8590b5a671fff558632a360685c77acae2066c3f691f2f395a0bbc9e0" + }, + { + "subject": "sub-03", + "npz_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-03.npz", + "npz_sha256": "3e31672378416581e08eac8e83946f4fb5f36bf9043212dca5d15be89da7fd24", + "metadata_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-03.json", + "embedding_shape": [ + 2185, + 768 + ], + "original_time_min": 5, + "original_time_max": 47, + "mean_padding_ratio": 0.6270022988319397, + "position_code_sha256": "8fb758c8590b5a671fff558632a360685c77acae2066c3f691f2f395a0bbc9e0" + }, + { + "subject": "sub-04", + "npz_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-04.npz", + "npz_sha256": "d0c03d13e8b28576874be83fd397c1e5a0e42a0b12a2c90c5f04cd1fadb9fafc", + "metadata_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-04.json", + "embedding_shape": [ + 2185, + 768 + ], + "original_time_min": 5, + "original_time_max": 47, + "mean_padding_ratio": 0.6270022988319397, + "position_code_sha256": "8fb758c8590b5a671fff558632a360685c77acae2066c3f691f2f395a0bbc9e0" + }, + { + "subject": "sub-05", + "npz_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-05.npz", + "npz_sha256": "ff97d9c9933cafe20a5af7e0534ea0a5545846aa8d55184a49896a7c1dd6bb23", + "metadata_path": "/pscratch/sd/s/sjmoon/EmoBrain/external/Brain-JEPA_short_window_validation/outputs/horikawa_embeddings/init-pretrained_pos-native_input-mean/sub-05.json", + "embedding_shape": [ + 2185, + 768 + ], + "original_time_min": 5, + "original_time_max": 47, + "mean_padding_ratio": 0.6270022988319397, + "position_code_sha256": "8fb758c8590b5a671fff558632a360685c77acae2066c3f691f2f395a0bbc9e0" + } + ], + "output_path": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/data/corrected_reanalysis/brain_jepa_native_1patch.npy", + "output_sha256": "153495391a2b46f1aa002b3805efa87e1fcb89771de3063ca2ecb5c85b792027" +} \ No newline at end of file diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_map_statistics_group.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_map_statistics_group.csv new file mode 100644 index 00000000..ae4459a6 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_map_statistics_group.csv @@ -0,0 +1,17 @@ +map,cortical_mean,cortical_ci_low,cortical_ci_high,cortical_p,transmodal_minus_visual,hierarchy_ci_low,hierarchy_ci_high,hierarchy_p,gradient_r,gradient_ci_low,gradient_ci_high,gradient_p,cortical_q_fdr,hierarchy_q_fdr,gradient_q_fdr +video,0.05565393530446949,0.039614433607479405,0.07169343700145958,0.000649239736069959,-0.016588172705116068,-0.04113458778698409,0.007958242376751953,0.13385423978869043,-0.48245101531884577,-0.6209637315687571,-0.34393829906893447,0.0006397330735545566,0.003462611925706448,0.16474367973992668,0.004145986453876345 +content,0.029262184542237273,0.012990876561295519,0.04553349252317902,0.007526917462485808,-0.00520463555020577,-0.01960390686532911,0.00919463576491757,0.3723796801724187,-0.41561348508428175,-0.5501152630254814,-0.2811117071430821,0.0010139152401852586,0.009263898415367148,0.42557677733990706,0.004145986453876345 +video_content,0.058996537087006175,0.04203353074995382,0.07595954342405853,0.0006433844634941783,-0.020671935138042434,-0.04516186375916678,0.003817993483081917,0.07906681110078032,-0.4769605310033187,-0.612935218847271,-0.3409858431593664,0.0006225468238031522,0.003462611925706448,0.1150062706920441,0.004145986453876345 +unique_video_given_content,0.0297343525447689,0.027314635015918638,0.03215407007361916,4.40287559406786e-06,-0.015467299587836663,-0.027930772337753495,-0.003003826837919832,0.02615949214900137,-0.3793860086625541,-0.6399227170502237,-0.11884930027488455,0.015565656774538712,7.044600950508576e-05,0.04650576382044688,0.03557864405608848 +unique_content_given_video,0.003342601782536675,0.002294722573657165,0.004390480991416185,0.0008975572339089044,-0.004083762432926374,-0.0055265741592248376,-0.0026409507066279102,0.0014167888150744968,0.06128618303864397,-0.15218478327165103,0.27475714934893897,0.4700297438789841,0.0035902289356356176,0.02266862104119195,0.5013650601375831 +commonality_video_content,0.025919582759700598,0.010628974244840267,0.04121019127456093,0.009264094232523215,-0.0011208731172793938,-0.01598474680457324,0.013743000570014452,0.844390558885968,-0.4232239701498134,-0.5609793002378066,-0.28546864006182016,0.0010364966134690863,0.009881700514691429,0.8778768157525153,0.004145986453876345 +unique_av_vc,0.0005485980293224535,0.00023103638073542388,0.0008661596779094831,0.008670925107362355,0.00017506706985384756,-6.103533225116571e-05,0.00041116947195886085,0.10861252820483162,0.34457795361221005,0.21920038660555613,0.469955520618864,0.0015840380381241135,0.009881700514691429,0.14481670427310883,0.005068921721997163 +unique_e2_vc,0.00036504747423768565,0.00020656657787461485,0.0005235283706007565,0.0030692687913969063,0.00016693900207290425,4.373344823854961e-05,0.0002901445559072589,0.019740982977793448,0.3351231320195751,0.11186004225399773,0.5583862217851525,0.014059477745445699,0.005012970896754263,0.039481965955586895,0.03557864405608848 +unique_e34_vc,0.0012629104745536307,0.0007879115461935583,0.001737909402913703,0.0017952584463841548,0.0007511181324855908,0.0003260581721883268,0.0011761780927828547,0.008008129927381069,0.26564146025912655,-0.11570623522206075,0.6469891557403138,0.12523330931901935,0.0047873558570244125,0.03098257367399447,0.20037329491043096 +matched_2d_vs_av,-0.00018355055508476777,-0.00037456312861530814,7.462018445772596e-06,0.055923370912351146,-8.128067780943234e-06,-0.00014595180968694248,0.00012969567412505603,0.8778768157525153,-0.12699956874730467,-0.32157608185185593,0.06757694435724662,0.14418170055069068,0.055923370912351146,0.8778768157525153,0.20274547317251382 +fine_grained_vs_av,0.0007143124452311772,0.00038179096445553954,0.0010468339260068147,0.003968415404450547,0.0005760510626317433,0.00021486031482893325,0.0009372418104345533,0.011439191704849267,0.12370157313483213,-0.35997086995370675,0.6073740162233711,0.5168541324851277,0.0052912205392673965,0.03098257367399447,0.5168541324851277 +resolution_34d_vs_2d,0.000897863000315945,0.0004956405682987781,0.0013000854323331119,0.0034464174915185557,0.0005841791304126866,0.00015936182871655302,0.0010089964321088201,0.018810954209813456,0.15972519828248927,-0.2948872372472143,0.6143376338121929,0.38455467683029565,0.005012970896754263,0.039481965955586895,0.4394910592346236 +unique_e3_vc,0.00043696327215171524,0.00027664839691478977,0.0005972781473886407,0.0016344548467641484,0.0001949287370585211,7.22555814720709e-05,0.0003176018926449713,0.011584440197903962,0.269812536328352,0.046310264070456464,0.49331480858624754,0.0285229170577147,0.0047873558570244125,0.03098257367399447,0.0570458341154294 +unique_e5_vc,0.0005639436457397704,0.0003192030999642332,0.0008086841915153076,0.0030651547142431313,0.00023271874925611413,8.937538403822862e-05,0.00037606211447399965,0.01075999933979226,0.20329822061387884,-0.0687616603111206,0.47535810153887825,0.10665923844257333,0.005012970896754263,0.03098257367399447,0.18961642389790814 +unique_e10_vc,0.0010680305405016187,0.0006010621745450569,0.0015349989064581805,0.003150770399393972,0.0005025443222146048,7.548098203863092e-05,0.0009296076623905786,0.03087149689838553,0.20262002887518044,-0.1158421126977715,0.5210821704481323,0.15205910487938537,0.005012970896754263,0.04939439503741685,0.20274547317251382 +unique_e20_vc,0.0011845486473811026,0.0006970486969104931,0.0016720485978517121,0.0025165243761246293,0.000613846127023063,0.00022720782861499888,0.0010004844254311272,0.011618465127747927,0.1870496315601972,-0.17216892772731726,0.5462681908477116,0.22177968402319978,0.005012970896754263,0.03098257367399447,0.2729596111054767 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_network_summary_subjectwise.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_network_summary_subjectwise.csv new file mode 100644 index 00000000..86a22292 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_network_summary_subjectwise.csv @@ -0,0 +1,561 @@ +subject,map,network,mean +1,video,Vis,0.053313837953533415 +1,video,SomMot,0.057728283617797846 +1,video,DorsAttn,0.0830916204694128 +1,video,SalVentAttn,0.039127504525076955 +1,video,Limbic,0.044518176318215016 +1,video,Cont,0.05381429330621574 +1,video,Default,0.04806131195660028 +2,video,Vis,0.07769287270260096 +2,video,SomMot,0.0812872356739569 +2,video,DorsAttn,0.11697673319338017 +2,video,SalVentAttn,0.04764342110869107 +2,video,Limbic,0.04752015777827823 +2,video,Cont,0.07408628118937341 +2,video,Default,0.06970648325312737 +3,video,Vis,0.08702420885716791 +3,video,SomMot,0.060662139597950714 +3,video,DorsAttn,0.12020723886399028 +3,video,SalVentAttn,0.03478433670242013 +3,video,Limbic,0.027442883378394824 +3,video,Cont,0.04190081220110309 +3,video,Default,0.044038932184856334 +4,video,Vis,0.06355371375023364 +4,video,SomMot,0.05418692305765275 +4,video,DorsAttn,0.08585214749690499 +4,video,SalVentAttn,0.026327664269624313 +4,video,Limbic,0.029854774342855193 +4,video,Cont,0.029220678755391163 +4,video,Default,0.035951559402256354 +5,video,Vis,0.033421990794602216 +5,video,SomMot,0.04838515989697686 +5,video,DorsAttn,0.08777664715348127 +5,video,SalVentAttn,0.024900732299473823 +5,video,Limbic,0.0237425304176053 +5,video,Cont,0.02552171286494403 +5,video,Default,0.04182945595124787 +1,content,Vis,0.02764728292530735 +1,content,SomMot,0.03116176804790794 +1,content,DorsAttn,0.061013694000762 +1,content,SalVentAttn,0.014313417652672399 +1,content,Limbic,0.019689485847321622 +1,content,Cont,0.030532222102904065 +1,content,Default,0.027873054983592584 +2,content,Vis,0.048822938620609053 +2,content,SomMot,0.05036916625764583 +2,content,DorsAttn,0.07546436301838871 +2,content,SalVentAttn,0.01722072151536302 +2,content,Limbic,0.027697013687388077 +2,content,Cont,0.05393307370995559 +2,content,Default,0.0526418053564384 +3,content,Vis,0.03720677036516296 +3,content,SomMot,0.03612150444104227 +3,content,DorsAttn,0.08651906198049679 +3,content,SalVentAttn,0.01148699856949516 +3,content,Limbic,0.00748940477132139 +3,content,Cont,0.022432865515981375 +3,content,Default,0.018800998967140117 +4,content,Vis,0.03146289824177266 +4,content,SomMot,0.029697996851743205 +4,content,DorsAttn,0.055904969139370465 +4,content,SalVentAttn,0.0025351453843461894 +4,content,Limbic,0.008853383286459682 +4,content,Cont,0.011687210785457423 +4,content,Default,0.013140051889329549 +5,content,Vis,0.0038182610775962696 +5,content,SomMot,0.017614712780787377 +5,content,DorsAttn,0.052248938388601764 +5,content,SalVentAttn,-0.0032504632828635554 +5,content,Limbic,-0.0006755313041695128 +5,content,Cont,-0.003219265569929993 +5,content,Default,0.01804792921796979 +1,video_content,Vis,0.059943268084305466 +1,video_content,SomMot,0.06040926028872719 +1,video_content,DorsAttn,0.0860813453286431 +1,video_content,SalVentAttn,0.04172984080065454 +1,video_content,Limbic,0.04768954103141122 +1,video_content,Cont,0.05742827588820085 +1,video_content,Default,0.05147216395515333 +2,video_content,Vis,0.08790681994385303 +2,video_content,SomMot,0.08525960420647674 +2,video_content,DorsAttn,0.11810616387216814 +2,video_content,SalVentAttn,0.049170458114628945 +2,video_content,Limbic,0.051832426192199084 +2,video_content,Cont,0.07803337554163944 +2,video_content,Default,0.07403980439953857 +3,video_content,Vis,0.0934924664049532 +3,video_content,SomMot,0.06467135480583716 +3,video_content,DorsAttn,0.12240125870283251 +3,video_content,SalVentAttn,0.03714620675985838 +3,video_content,Limbic,0.03058583281040013 +3,video_content,Cont,0.044869269819582946 +3,video_content,Default,0.0458759568376845 +4,video_content,Vis,0.0705873602482246 +4,video_content,SomMot,0.05762145522204809 +4,video_content,DorsAttn,0.08765625223810827 +4,video_content,SalVentAttn,0.02773556886774051 +4,video_content,Limbic,0.03123752564860525 +4,video_content,Cont,0.03382052348093893 +4,video_content,Default,0.038211253919109664 +5,video_content,Vis,0.038076742299461404 +5,video_content,SomMot,0.049971500816746346 +5,video_content,DorsAttn,0.0893420167211949 +5,video_content,SalVentAttn,0.027017545927679864 +5,video_content,Limbic,0.026117626824001088 +5,video_content,Cont,0.025811622471028615 +5,video_content,Default,0.04373171626829424 +1,unique_video_given_content,Vis,0.03229598515899811 +1,unique_video_given_content,SomMot,0.029247492240819246 +1,unique_video_given_content,DorsAttn,0.02506765132788107 +1,unique_video_given_content,SalVentAttn,0.027416423147982143 +1,unique_video_given_content,Limbic,0.0280000551840896 +1,unique_video_given_content,Cont,0.02689605378529679 +1,unique_video_given_content,Default,0.023599108971560742 +2,unique_video_given_content,Vis,0.03908388132324398 +2,unique_video_given_content,SomMot,0.03489043794883092 +2,unique_video_given_content,DorsAttn,0.0426418008537794 +2,unique_video_given_content,SalVentAttn,0.03194973659926592 +2,unique_video_given_content,Limbic,0.024135412504811014 +2,unique_video_given_content,Cont,0.024100301831683855 +2,unique_video_given_content,Default,0.02139799904310014 +3,unique_video_given_content,Vis,0.05628569603979026 +3,unique_video_given_content,SomMot,0.028549850364794883 +3,unique_video_given_content,DorsAttn,0.035882196722335745 +3,unique_video_given_content,SalVentAttn,0.02565920819036322 +3,unique_video_given_content,Limbic,0.02309642803907874 +3,unique_video_given_content,Cont,0.022436404303601568 +3,unique_video_given_content,Default,0.027074957870544373 +4,unique_video_given_content,Vis,0.03912446200645192 +4,unique_video_given_content,SomMot,0.02792345837030489 +4,unique_video_given_content,DorsAttn,0.0317512830987378 +4,unique_video_given_content,SalVentAttn,0.02520042348339433 +4,unique_video_given_content,Limbic,0.02238414236214557 +4,unique_video_given_content,Cont,0.022133312695481515 +4,unique_video_given_content,Default,0.02507120202978011 +5,unique_video_given_content,Vis,0.034258481221865124 +5,unique_video_given_content,SomMot,0.032356788035958976 +5,unique_video_given_content,DorsAttn,0.037093078332593135 +5,unique_video_given_content,SalVentAttn,0.030268009210543425 +5,unique_video_given_content,Limbic,0.0267931581281706 +5,unique_video_given_content,Cont,0.0290308880409586 +5,unique_video_given_content,Default,0.025683787050324456 +1,unique_content_given_video,Vis,0.006629430130772047 +1,unique_content_given_video,SomMot,0.002680976670929339 +1,unique_content_given_video,DorsAttn,0.002989724859230279 +1,unique_content_given_video,SalVentAttn,0.00260233627557758 +1,unique_content_given_video,Limbic,0.0031713647131962042 +1,unique_content_given_video,Cont,0.0036139825819851167 +1,unique_content_given_video,Default,0.003410851998553049 +2,unique_content_given_video,Vis,0.010213947241252092 +2,unique_content_given_video,SomMot,0.003972368532519843 +2,unique_content_given_video,DorsAttn,0.0011294306787879523 +2,unique_content_given_video,SalVentAttn,0.0015270370059378736 +2,unique_content_given_video,Limbic,0.004312268413920867 +2,unique_content_given_video,Cont,0.003947094352266036 +2,unique_content_given_video,Default,0.004333321146411175 +3,unique_content_given_video,Vis,0.0064682575477853135 +3,unique_content_given_video,SomMot,0.004009215207886449 +3,unique_content_given_video,DorsAttn,0.0021940198388422506 +3,unique_content_given_video,SalVentAttn,0.002361870057438255 +3,unique_content_given_video,Limbic,0.003142949432005305 +3,unique_content_given_video,Cont,0.0029684576184798583 +3,unique_content_given_video,Default,0.0018370246528281594 +4,unique_content_given_video,Vis,0.007033646497990957 +4,unique_content_given_video,SomMot,0.003434532164395356 +4,unique_content_given_video,DorsAttn,0.001804104741203311 +4,unique_content_given_video,SalVentAttn,0.0014079045981161985 +4,unique_content_given_video,Limbic,0.0013827513057500602 +4,unique_content_given_video,Cont,0.004599844725547772 +4,unique_content_given_video,Default,0.00225969451685331 +5,unique_content_given_video,Vis,0.004654751504859172 +5,unique_content_given_video,SomMot,0.0015863409197694935 +5,unique_content_given_video,DorsAttn,0.0015653695677136468 +5,unique_content_given_video,SalVentAttn,0.0021168136282060427 +5,unique_content_given_video,Limbic,0.0023750964063957883 +5,unique_content_given_video,Cont,0.0002899096060845763 +5,unique_content_given_video,Default,0.0019022603170463775 +1,commonality_video_content,Vis,0.021017852794535292 +1,commonality_video_content,SomMot,0.028480791376978606 +1,commonality_video_content,DorsAttn,0.05802396914153172 +1,commonality_video_content,SalVentAttn,0.011711081377094817 +1,commonality_video_content,Limbic,0.016518121134125416 +1,commonality_video_content,Cont,0.026918239520918947 +1,commonality_video_content,Default,0.02446220298503953 +2,commonality_video_content,Vis,0.03860899137935696 +2,commonality_video_content,SomMot,0.046396797725125984 +2,commonality_video_content,DorsAttn,0.07433493233960078 +2,commonality_video_content,SalVentAttn,0.015693684509425147 +2,commonality_video_content,Limbic,0.02338474527346721 +2,commonality_video_content,Cont,0.04998597935768956 +2,commonality_video_content,Default,0.04830848421002723 +3,commonality_video_content,Vis,0.03073851281737765 +3,commonality_video_content,SomMot,0.03211228923315583 +3,commonality_video_content,DorsAttn,0.08432504214165452 +3,commonality_video_content,SalVentAttn,0.009125128512056904 +3,commonality_video_content,Limbic,0.004346455339316085 +3,commonality_video_content,Cont,0.019464407897501517 +3,commonality_video_content,Default,0.01696397431431196 +4,commonality_video_content,Vis,0.02442925174378171 +4,commonality_video_content,SomMot,0.02626346468734785 +4,commonality_video_content,DorsAttn,0.05410086439816718 +4,commonality_video_content,SalVentAttn,0.001127240786229991 +4,commonality_video_content,Limbic,0.007470631980709621 +4,commonality_video_content,Cont,0.0070873660599096505 +4,commonality_video_content,Default,0.01088035737247624 +5,commonality_video_content,Vis,-0.000836490427262903 +5,commonality_video_content,SomMot,0.01602837186101788 +5,commonality_video_content,DorsAttn,0.050683568820888134 +5,commonality_video_content,SalVentAttn,-0.005367276911069598 +5,commonality_video_content,Limbic,-0.0030506277105653012 +5,commonality_video_content,Cont,-0.0035091751760145695 +5,commonality_video_content,Default,0.016145668900923407 +1,unique_av_vc,Vis,0.0009755168115361174 +1,unique_av_vc,SomMot,0.0010558054826861009 +1,unique_av_vc,DorsAttn,0.0007953207217269684 +1,unique_av_vc,SalVentAttn,0.0007308498865274936 +1,unique_av_vc,Limbic,0.0005627647374864029 +1,unique_av_vc,Cont,0.000995247029674558 +1,unique_av_vc,Default,0.0008061275667319668 +2,unique_av_vc,Vis,0.0005895548799740721 +2,unique_av_vc,SomMot,0.001100333702944273 +2,unique_av_vc,DorsAttn,0.00045907095888693227 +2,unique_av_vc,SalVentAttn,0.0006271408395073064 +2,unique_av_vc,Limbic,0.0006704350318243286 +2,unique_av_vc,Cont,0.0008721287204306765 +2,unique_av_vc,Default,0.0008017993367709815 +3,unique_av_vc,Vis,0.0002594239658065076 +3,unique_av_vc,SomMot,0.0004882961887431213 +3,unique_av_vc,DorsAttn,0.00028249655373167084 +3,unique_av_vc,SalVentAttn,0.0004382395243542112 +3,unique_av_vc,Limbic,0.00017216792942482002 +3,unique_av_vc,Cont,0.00046433680764375 +3,unique_av_vc,Default,0.000329111480454236 +4,unique_av_vc,Vis,0.0001534087826052435 +4,unique_av_vc,SomMot,0.000443742084117708 +4,unique_av_vc,DorsAttn,0.00022330234719464994 +4,unique_av_vc,SalVentAttn,0.0003148567512401096 +4,unique_av_vc,Limbic,0.0002934091464698414 +4,unique_av_vc,Cont,0.0005154003412384705 +4,unique_av_vc,Default,0.000680410741065463 +5,unique_av_vc,Vis,0.0001773071603045037 +5,unique_av_vc,SomMot,0.0005825436515845313 +5,unique_av_vc,DorsAttn,0.0002954083993328295 +5,unique_av_vc,SalVentAttn,0.0002674303511783346 +5,unique_av_vc,Limbic,0.0001608242656344115 +5,unique_av_vc,Cont,0.0003112054814458151 +5,unique_av_vc,Default,0.0002853263935354463 +1,unique_e2_vc,Vis,0.0004135403605996613 +1,unique_e2_vc,SomMot,0.0005837723809292208 +1,unique_e2_vc,DorsAttn,0.00032463551557215564 +1,unique_e2_vc,SalVentAttn,0.00040664223238635563 +1,unique_e2_vc,Limbic,0.000398207364124949 +1,unique_e2_vc,Cont,0.0005594741445758449 +1,unique_e2_vc,Default,0.00040190863401390575 +2,unique_e2_vc,Vis,0.0004094762558785721 +2,unique_e2_vc,SomMot,0.0009011672917226799 +2,unique_e2_vc,DorsAttn,0.0003182489627330857 +2,unique_e2_vc,SalVentAttn,0.0003677936200050855 +2,unique_e2_vc,Limbic,0.0003652249308700664 +2,unique_e2_vc,Cont,0.000549779392769486 +2,unique_e2_vc,Default,0.0005567489316458765 +3,unique_e2_vc,Vis,0.00014670257046249364 +3,unique_e2_vc,SomMot,0.000255403426177063 +3,unique_e2_vc,DorsAttn,0.0002321493370957695 +3,unique_e2_vc,SalVentAttn,0.00023871494834821477 +3,unique_e2_vc,Limbic,0.00011509668788514457 +3,unique_e2_vc,Cont,0.00025661152043263136 +3,unique_e2_vc,Default,0.0002601512329419499 +4,unique_e2_vc,Vis,0.00011860976863918139 +4,unique_e2_vc,SomMot,0.00046075114859835174 +4,unique_e2_vc,DorsAttn,0.00011319166121418767 +4,unique_e2_vc,SalVentAttn,0.0002583297451142981 +4,unique_e2_vc,Limbic,0.0003085017609066107 +4,unique_e2_vc,Cont,0.00039299380840682185 +4,unique_e2_vc,Default,0.0004974308427507277 +5,unique_e2_vc,Vis,0.000125881964170228 +5,unique_e2_vc,SomMot,0.00048617382443725323 +5,unique_e2_vc,DorsAttn,0.00018515186714501214 +5,unique_e2_vc,SalVentAttn,0.00017500230909118622 +5,unique_e2_vc,Limbic,0.00017107354679209047 +5,unique_e2_vc,Cont,0.0003196847746938855 +5,unique_e2_vc,Default,0.000303028577998186 +1,unique_e34_vc,Vis,0.0012588256509805371 +1,unique_e34_vc,SomMot,0.0017189900808940782 +1,unique_e34_vc,DorsAttn,0.0012761639627947032 +1,unique_e34_vc,SalVentAttn,0.0016211647854304642 +1,unique_e34_vc,Limbic,0.0009719969916813189 +1,unique_e34_vc,Cont,0.0015948882887161296 +1,unique_e34_vc,Default,0.0015334167544198013 +2,unique_e34_vc,Vis,0.0011686967771002393 +2,unique_e34_vc,SomMot,0.0020614742955666365 +2,unique_e34_vc,DorsAttn,0.0010656946382479773 +2,unique_e34_vc,SalVentAttn,0.0012500897012190193 +2,unique_e34_vc,Limbic,0.000992051216675479 +2,unique_e34_vc,Cont,0.002131699376491165 +2,unique_e34_vc,Default,0.0021625641302896576 +3,unique_e34_vc,Vis,0.0008378909736558341 +3,unique_e34_vc,SomMot,0.0011279940676715236 +3,unique_e34_vc,DorsAttn,0.0015186954658484007 +3,unique_e34_vc,SalVentAttn,0.0013704594816588333 +3,unique_e34_vc,Limbic,0.001070160126001286 +3,unique_e34_vc,Cont,0.0021752371053870632 +3,unique_e34_vc,Default,0.0018099943688918113 +4,unique_e34_vc,Vis,0.00017126201678090716 +4,unique_e34_vc,SomMot,0.0010483920906368932 +4,unique_e34_vc,DorsAttn,0.0013665847282382105 +4,unique_e34_vc,SalVentAttn,0.000696616189334679 +4,unique_e34_vc,Limbic,0.0009200479589532551 +4,unique_e34_vc,Cont,0.0008069711450553057 +4,unique_e34_vc,Default,0.0011295096699716518 +5,unique_e34_vc,Vis,0.00029272297189997606 +5,unique_e34_vc,SomMot,0.0008310786785814237 +5,unique_e34_vc,DorsAttn,0.0015350657130060717 +5,unique_e34_vc,SalVentAttn,0.0008763631636507566 +5,unique_e34_vc,Limbic,0.0008187001687630988 +5,unique_e34_vc,Cont,0.0008568392444282471 +5,unique_e34_vc,Default,0.0007688580220400631 +1,matched_2d_vs_av,Vis,-0.0005619764509364562 +1,matched_2d_vs_av,SomMot,-0.0004720331017568801 +1,matched_2d_vs_av,DorsAttn,-0.0004706852061548127 +1,matched_2d_vs_av,SalVentAttn,-0.0003242076541411379 +1,matched_2d_vs_av,Limbic,-0.00016455737336145394 +1,matched_2d_vs_av,Cont,-0.0004357728850987132 +1,matched_2d_vs_av,Default,-0.00040421893271806107 +2,matched_2d_vs_av,Vis,-0.00018007862409549996 +2,matched_2d_vs_av,SomMot,-0.00019916641122159312 +2,matched_2d_vs_av,DorsAttn,-0.00014082199615384652 +2,matched_2d_vs_av,SalVentAttn,-0.000259347219502221 +2,matched_2d_vs_av,Limbic,-0.00030521010095426224 +2,matched_2d_vs_av,Cont,-0.0003223493276611905 +2,matched_2d_vs_av,Default,-0.00024505040512510503 +3,matched_2d_vs_av,Vis,-0.00011272139534401395 +3,matched_2d_vs_av,SomMot,-0.00023289276256605835 +3,matched_2d_vs_av,DorsAttn,-5.034721663590135e-05 +3,matched_2d_vs_av,SalVentAttn,-0.00019952457600599642 +3,matched_2d_vs_av,Limbic,-5.707124153967543e-05 +3,matched_2d_vs_av,Cont,-0.00020772528721111862 +3,matched_2d_vs_av,Default,-6.896024751228609e-05 +4,matched_2d_vs_av,Vis,-3.4799013966062116e-05 +4,matched_2d_vs_av,SomMot,1.700906448064378e-05 +4,matched_2d_vs_av,DorsAttn,-0.00011011068598046227 +4,matched_2d_vs_av,SalVentAttn,-5.652700612581151e-05 +4,matched_2d_vs_av,Limbic,1.5092614436769295e-05 +4,matched_2d_vs_av,Cont,-0.00012240653283164857 +4,matched_2d_vs_av,Default,-0.00018297989831473526 +5,matched_2d_vs_av,Vis,-5.1425196134275694e-05 +5,matched_2d_vs_av,SomMot,-9.636982714727798e-05 +5,matched_2d_vs_av,DorsAttn,-0.00011025653218781737 +5,matched_2d_vs_av,SalVentAttn,-9.242804208714837e-05 +5,matched_2d_vs_av,Limbic,1.0249281157678971e-05 +5,matched_2d_vs_av,Cont,8.479293248070396e-06 +5,matched_2d_vs_av,Default,1.7702184462739738e-05 +1,fine_grained_vs_av,Vis,0.0002833088394444196 +1,fine_grained_vs_av,SomMot,0.0006631845982079773 +1,fine_grained_vs_av,DorsAttn,0.00048084324106773473 +1,fine_grained_vs_av,SalVentAttn,0.0008903148989029706 +1,fine_grained_vs_av,Limbic,0.0004092322541949159 +1,fine_grained_vs_av,Cont,0.0005996412590415714 +1,fine_grained_vs_av,Default,0.0007272891876878345 +2,fine_grained_vs_av,Vis,0.0005791418971261673 +2,fine_grained_vs_av,SomMot,0.0009611405926223635 +2,fine_grained_vs_av,DorsAttn,0.0006066236793610451 +2,fine_grained_vs_av,SalVentAttn,0.0006229488617117128 +2,fine_grained_vs_av,Limbic,0.0003216161848511504 +2,fine_grained_vs_av,Cont,0.0012595706560604885 +2,fine_grained_vs_av,Default,0.0013607647935186759 +3,fine_grained_vs_av,Vis,0.0005784670078493265 +3,fine_grained_vs_av,SomMot,0.0006396978789284023 +3,fine_grained_vs_av,DorsAttn,0.00123619891211673 +3,fine_grained_vs_av,SalVentAttn,0.0009322199573046222 +3,fine_grained_vs_av,Limbic,0.0008979921965764658 +3,fine_grained_vs_av,Cont,0.001710900297743313 +3,fine_grained_vs_av,Default,0.0014808828884375752 +4,fine_grained_vs_av,Vis,1.7853234175663656e-05 +4,fine_grained_vs_av,SomMot,0.0006046500065191851 +4,fine_grained_vs_av,DorsAttn,0.0011432823810435604 +4,fine_grained_vs_av,SalVentAttn,0.0003817594380945693 +4,fine_grained_vs_av,Limbic,0.0006266388124834138 +4,fine_grained_vs_av,Cont,0.0002915708038168353 +4,fine_grained_vs_av,Default,0.0004490989289061889 +5,fine_grained_vs_av,Vis,0.00011541581159547238 +5,fine_grained_vs_av,SomMot,0.0002485350269968924 +5,fine_grained_vs_av,DorsAttn,0.0012396573136732422 +5,fine_grained_vs_av,SalVentAttn,0.0006089328124724221 +5,fine_grained_vs_av,Limbic,0.0006578759031286873 +5,fine_grained_vs_av,Cont,0.000545633762982432 +5,fine_grained_vs_av,Default,0.0004835316285046169 +1,resolution_34d_vs_2d,Vis,0.0008452852903808758 +1,resolution_34d_vs_2d,SomMot,0.0011352176999648573 +1,resolution_34d_vs_2d,DorsAttn,0.0009515284472225474 +1,resolution_34d_vs_2d,SalVentAttn,0.0012145225530441086 +1,resolution_34d_vs_2d,Limbic,0.0005737896275563698 +1,resolution_34d_vs_2d,Cont,0.0010354141441402847 +1,resolution_34d_vs_2d,Default,0.0011315081204058956 +2,resolution_34d_vs_2d,Vis,0.0007592205212216673 +2,resolution_34d_vs_2d,SomMot,0.0011603070038439566 +2,resolution_34d_vs_2d,DorsAttn,0.0007474456755148915 +2,resolution_34d_vs_2d,SalVentAttn,0.0008822960812139339 +2,resolution_34d_vs_2d,Limbic,0.0006268262858054127 +2,resolution_34d_vs_2d,Cont,0.001581919983721679 +2,resolution_34d_vs_2d,Default,0.001605815198643781 +3,resolution_34d_vs_2d,Vis,0.0006911884031933404 +3,resolution_34d_vs_2d,SomMot,0.0008725906414944607 +3,resolution_34d_vs_2d,DorsAttn,0.0012865461287526313 +3,resolution_34d_vs_2d,SalVentAttn,0.0011317445333106186 +3,resolution_34d_vs_2d,Limbic,0.0009550634381161413 +3,resolution_34d_vs_2d,Cont,0.0019186255849544319 +3,resolution_34d_vs_2d,Default,0.0015498431359498614 +4,resolution_34d_vs_2d,Vis,5.265224814172577e-05 +4,resolution_34d_vs_2d,SomMot,0.0005876409420385413 +4,resolution_34d_vs_2d,DorsAttn,0.0012533930670240228 +4,resolution_34d_vs_2d,SalVentAttn,0.00043828644422038083 +4,resolution_34d_vs_2d,Limbic,0.0006115461980466444 +4,resolution_34d_vs_2d,Cont,0.0004139773366484839 +4,resolution_34d_vs_2d,Default,0.0006320788272209241 +5,resolution_34d_vs_2d,Vis,0.00016684100772974809 +5,resolution_34d_vs_2d,SomMot,0.00034490485414417037 +5,resolution_34d_vs_2d,DorsAttn,0.0013499138458610597 +5,resolution_34d_vs_2d,SalVentAttn,0.0007013608545595704 +5,resolution_34d_vs_2d,Limbic,0.0006476266219710083 +5,resolution_34d_vs_2d,Cont,0.0005371544697343616 +5,resolution_34d_vs_2d,Default,0.0004658294440418772 +1,unique_e3_vc,Vis,0.0004210265636273025 +1,unique_e3_vc,SomMot,0.0006002030585040289 +1,unique_e3_vc,DorsAttn,0.00042941301206839627 +1,unique_e3_vc,SalVentAttn,0.00048546497143864986 +1,unique_e3_vc,Limbic,0.00044602087743232335 +1,unique_e3_vc,Cont,0.0005778041483426289 +1,unique_e3_vc,Default,0.0004389504414614415 +2,unique_e3_vc,Vis,0.0005226752924371025 +2,unique_e3_vc,SomMot,0.0010173952760007298 +2,unique_e3_vc,DorsAttn,0.0004140739233068829 +2,unique_e3_vc,SalVentAttn,0.00047316389230678507 +2,unique_e3_vc,Limbic,0.0004365381806883993 +2,unique_e3_vc,Cont,0.000614068639720396 +2,unique_e3_vc,Default,0.0006621077346379717 +3,unique_e3_vc,Vis,0.000167713181357967 +3,unique_e3_vc,SomMot,0.0003190615904042601 +3,unique_e3_vc,DorsAttn,0.0004236437186256784 +3,unique_e3_vc,SalVentAttn,0.00034874358144491944 +3,unique_e3_vc,Limbic,0.0001821316198367929 +3,unique_e3_vc,Cont,0.0004063764502397781 +3,unique_e3_vc,Default,0.00032288094141048776 +4,unique_e3_vc,Vis,0.00013776666264244273 +4,unique_e3_vc,SomMot,0.0004936956703056173 +4,unique_e3_vc,DorsAttn,0.00019045364807279455 +4,unique_e3_vc,SalVentAttn,0.0002962814119480642 +4,unique_e3_vc,Limbic,0.0003363221245345323 +4,unique_e3_vc,Cont,0.0004030114906313989 +4,unique_e3_vc,Default,0.0005370590898220256 +5,unique_e3_vc,Vis,0.00016677758929989624 +5,unique_e3_vc,SomMot,0.0005558120409752611 +5,unique_e3_vc,DorsAttn,0.0003803444203982897 +5,unique_e3_vc,SalVentAttn,0.00027700934859906985 +5,unique_e3_vc,Limbic,0.0002575621943526639 +5,unique_e3_vc,Cont,0.0003969562849993634 +5,unique_e3_vc,Default,0.0004219907280491414 +1,unique_e5_vc,Vis,0.0005461283455963484 +1,unique_e5_vc,SomMot,0.0007911685236631678 +1,unique_e5_vc,DorsAttn,0.0006763692004742752 +1,unique_e5_vc,SalVentAttn,0.0006497673078151572 +1,unique_e5_vc,Limbic,0.0005421807672227372 +1,unique_e5_vc,Cont,0.0006909744751196959 +1,unique_e5_vc,Default,0.0005689891474172446 +2,unique_e5_vc,Vis,0.0006437896967488911 +2,unique_e5_vc,SomMot,0.001204246232107917 +2,unique_e5_vc,DorsAttn,0.0005363958220890332 +2,unique_e5_vc,SalVentAttn,0.0007440466815726169 +2,unique_e5_vc,Limbic,0.0005084936961491457 +2,unique_e5_vc,Cont,0.0009537689458741932 +2,unique_e5_vc,Default,0.0010147981296133883 +3,unique_e5_vc,Vis,0.00015092942953131945 +3,unique_e5_vc,SomMot,0.0003072136006943899 +3,unique_e5_vc,DorsAttn,0.0005185064039912132 +3,unique_e5_vc,SalVentAttn,0.0004670731189316091 +3,unique_e5_vc,Limbic,0.00018410386215067948 +3,unique_e5_vc,Cont,0.0005346893271019637 +3,unique_e5_vc,Default,0.00038224855307570813 +4,unique_e5_vc,Vis,0.00025728883920607106 +4,unique_e5_vc,SomMot,0.0006140376408504357 +4,unique_e5_vc,DorsAttn,0.000409114925504176 +4,unique_e5_vc,SalVentAttn,0.00039745758042707813 +4,unique_e5_vc,Limbic,0.0004361917813757849 +4,unique_e5_vc,Cont,0.0004492977239860786 +4,unique_e5_vc,Default,0.0006604887433313824 +5,unique_e5_vc,Vis,0.00028698523408534406 +5,unique_e5_vc,SomMot,0.0006435735680135818 +5,unique_e5_vc,DorsAttn,0.0006236348178093525 +5,unique_e5_vc,SalVentAttn,0.0003834539579161618 +5,unique_e5_vc,Limbic,0.00027299921233664426 +5,unique_e5_vc,Cont,0.0003959481139923056 +5,unique_e5_vc,Default,0.00044622742338512903 +1,unique_e10_vc,Vis,0.0014016507975252454 +1,unique_e10_vc,SomMot,0.0017211320548556983 +1,unique_e10_vc,DorsAttn,0.0015651003407682281 +1,unique_e10_vc,SalVentAttn,0.0014766940129410943 +1,unique_e10_vc,Limbic,0.0009917856221894168 +1,unique_e10_vc,Cont,0.0015363367265759653 +1,unique_e10_vc,Default,0.0013404873139800935 +2,unique_e10_vc,Vis,0.0009412307051780476 +2,unique_e10_vc,SomMot,0.0016989703191464865 +2,unique_e10_vc,DorsAttn,0.0011044557412844946 +2,unique_e10_vc,SalVentAttn,0.0012337997628436381 +2,unique_e10_vc,Limbic,0.0008101790377685111 +2,unique_e10_vc,Cont,0.0017930743110749407 +2,unique_e10_vc,Default,0.001817534267281422 +3,unique_e10_vc,Vis,0.0005859313023847706 +3,unique_e10_vc,SomMot,0.0007984501496265106 +3,unique_e10_vc,DorsAttn,0.0011183957850662938 +3,unique_e10_vc,SalVentAttn,0.001142702632000882 +3,unique_e10_vc,Limbic,0.0005654472629651292 +3,unique_e10_vc,Cont,0.0015677903092100492 +3,unique_e10_vc,Default,0.0011794737719178117 +4,unique_e10_vc,Vis,0.0003651633485259402 +4,unique_e10_vc,SomMot,0.0008071375860699001 +4,unique_e10_vc,DorsAttn,0.000948308525822894 +4,unique_e10_vc,SalVentAttn,0.0005315606900733325 +4,unique_e10_vc,Limbic,0.0006857094138193293 +4,unique_e10_vc,Cont,0.000837309993735679 +4,unique_e10_vc,Default,0.0009532390360752083 +5,unique_e10_vc,Vis,0.00031676528295172243 +5,unique_e10_vc,SomMot,0.0008388860185423953 +5,unique_e10_vc,DorsAttn,0.0011530851450852729 +5,unique_e10_vc,SalVentAttn,0.0005318185084056493 +5,unique_e10_vc,Limbic,0.0006999034030789736 +5,unique_e10_vc,Cont,0.0006707290350731776 +5,unique_e10_vc,Default,0.0005509513303531524 +1,unique_e20_vc,Vis,0.0012321801862339352 +1,unique_e20_vc,SomMot,0.0015986528217629965 +1,unique_e20_vc,DorsAttn,0.0014470311429904596 +1,unique_e20_vc,SalVentAttn,0.0014413858418023046 +1,unique_e20_vc,Limbic,0.0010517597700156179 +1,unique_e20_vc,Cont,0.0014480558913484004 +1,unique_e20_vc,Default,0.0013187897412873914 +2,unique_e20_vc,Vis,0.00126241075068658 +2,unique_e20_vc,SomMot,0.002115069929955948 +2,unique_e20_vc,DorsAttn,0.0013206486968376158 +2,unique_e20_vc,SalVentAttn,0.0014133471238604901 +2,unique_e20_vc,Limbic,0.0010563272539664058 +2,unique_e20_vc,Cont,0.0021822383135910984 +2,unique_e20_vc,Default,0.0020994731490583114 +3,unique_e20_vc,Vis,0.0006571346884179492 +3,unique_e20_vc,SomMot,0.000830353356996248 +3,unique_e20_vc,DorsAttn,0.0013262235277893613 +3,unique_e20_vc,SalVentAttn,0.0010982450736630686 +3,unique_e20_vc,Limbic,0.0006915054855798993 +3,unique_e20_vc,Cont,0.0016616300659032994 +3,unique_e20_vc,Default,0.0014199847374243388 +4,unique_e20_vc,Vis,0.0002647759316066246 +4,unique_e20_vc,SomMot,0.0009629293117267388 +4,unique_e20_vc,DorsAttn,0.001381116050201868 +4,unique_e20_vc,SalVentAttn,0.0006665984006572089 +4,unique_e20_vc,Limbic,0.0008622152809481659 +4,unique_e20_vc,Cont,0.0008145350996120651 +4,unique_e20_vc,Default,0.0011094153442771338 +5,unique_e20_vc,Vis,0.00034035493391338913 +5,unique_e20_vc,SomMot,0.0008720279151817157 +5,unique_e20_vc,DorsAttn,0.0013277339917943448 +5,unique_e20_vc,SalVentAttn,0.0006684823310884213 +5,unique_e20_vc,Limbic,0.0008356764081732504 +5,unique_e20_vc,Cont,0.0008680119936161185 +5,unique_e20_vc,Default,0.0007300399158294291 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_parcel_maps_group.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_parcel_maps_group.csv new file mode 100644 index 00000000..7cc97990 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_parcel_maps_group.csv @@ -0,0 +1,401 @@ +parcel,network,principal_gradient_1,video,video_sem,content,content_sem,video_content,video_content_sem,unique_video_given_content,unique_video_given_content_sem,unique_content_given_video,unique_content_given_video_sem,commonality_video_content,commonality_video_content_sem,unique_av_vc,unique_av_vc_sem,unique_e2_vc,unique_e2_vc_sem,unique_e34_vc,unique_e34_vc_sem,matched_2d_vs_av,matched_2d_vs_av_sem,fine_grained_vs_av,fine_grained_vs_av_sem,resolution_34d_vs_2d,resolution_34d_vs_2d_sem,unique_e3_vc,unique_e3_vc_sem,unique_e5_vc,unique_e5_vc_sem,unique_e10_vc,unique_e10_vc_sem,unique_e20_vc,unique_e20_vc_sem +1,Vis,-0.017235118199450884,0.10345458025841851,0.017687119542055776,0.0732744065098309,0.020323212544987826,0.10957509751932074,0.018557340925790446,0.03630069100948983,0.004398404355406,0.006120517260902214,0.00250979874081852,0.06715388924892869,0.019303689474284527,0.00016508444807397104,8.593462950012995e-05,0.00019466277516067,0.00010657230943854623,0.0008758596475319403,0.00019038843592247213,2.957832708669894e-05,0.00011736067408216734,0.0007107751994579692,0.00023254217678274445,0.0006811968723712703,0.00015637100469537585,0.00029064602817339134,0.0001390810070294839,0.0003479776053222361,0.00012306926828633413,0.0009628925989256576,0.0001119378234216439,0.0010428374135199147,0.00018070145097719552 +2,Vis,-0.018511418414182114,0.09098236740206955,0.01823451436318799,0.04898482293829496,0.01282455250966053,0.10502935852555753,0.01821168820768557,0.056044535587262564,0.006054644887272876,0.014046991123487973,0.0020841477353033817,0.03493783181480699,0.012549176407541227,0.00016391302737546188,0.00011218830773682913,6.811047093830957e-05,9.056882266726183e-05,0.00024159112683610484,0.00020420220125247812,-9.58025564371523e-05,0.00012903197086196416,7.767809946064297e-05,0.0002153424608023152,0.00017348065589779528,0.0001629805250911108,5.0789571178166956e-05,9.108351232608079e-05,5.153812740543717e-05,7.515337028659218e-05,0.00033385213954797435,0.00010118707550833773,0.0003094391004726749,0.00016000021917434115 +3,Vis,-0.018371022850534952,0.06094392569433218,0.013042555828851162,0.0367748624467624,0.010798547501760144,0.06592068876132477,0.01292545082858161,0.029145826314562372,0.004585018009114234,0.004976763066992596,0.00219692524402048,0.03179809937976981,0.011377067873033159,0.0003083326772765016,0.00017555425345951785,0.00012699965848927963,5.235512912868421e-05,0.00046671729841725186,8.73445648105285e-05,-0.00018133301878722196,0.00015132689819902202,0.00015838462114075024,0.00014831926307725784,0.0003397176399279722,7.910519053130751e-05,0.00027381597346298747,8.473086412551475e-05,0.0003744004309925053,9.390119653475141e-05,0.0006346725357712302,0.00011596526619712191,0.0007801329958669889,8.393885078562935e-05 +4,Vis,-0.019903688608537085,0.07737986146247011,0.012941521109149123,0.024660139831900695,0.004464786743148443,0.07460871768908865,0.01167737541228986,0.04994857785718796,0.0072377195321289495,-0.002771143773381457,0.0019070427600410805,0.02743128360528215,0.005792967796043489,0.0003865177454765112,0.00020376795778525585,0.00014388021650386663,6.661506703023504e-05,0.000562758712213518,0.00017153568163397193,-0.00024263752897264458,0.0001416283235484357,0.00017624096673700683,0.0002301714857633636,0.0004188784957096514,0.00017525405220082912,0.00014730242307237074,7.065835997793655e-05,0.00022899792165307354,8.040751252246276e-05,0.0005567251469170475,0.0001319878550622363,0.0006954125113603383,0.00013136525025587135 +5,Vis,-0.021493070462707032,0.07039827574101656,0.017110078236086398,0.045867273217376735,0.015438044695686815,0.07897227026586721,0.02000532875224879,0.03310499704849048,0.004843593293373187,0.00857399452485066,0.0037782638579011148,0.03729327869252608,0.01262644766027701,0.00014525040433579494,8.801629823922465e-05,0.0001319311718518845,2.476683971497033e-05,0.00046029965565275166,0.00019165495710198562,-1.3319232483910426e-05,6.824417072932913e-05,0.0003150492513169567,0.00021732923043895938,0.00032836848380086715,0.00018979273990008303,0.00019250923636318084,5.96299131084329e-05,0.00018557660236260265,8.449087811049186e-05,0.00025793437270147377,6.904301192544984e-05,0.00043551647908590674,0.00013638891332651512 +6,Vis,-0.017075192016317832,0.10915361138727346,0.018362287653163036,0.06629979400097281,0.009914807117405002,0.11496704136660993,0.015944957665415274,0.04866724736563712,0.008449393832826897,0.005813429979336471,0.0028938974756546987,0.06048636402163634,0.011789355944522439,0.00039570604937400056,0.00015082090686663452,8.589403891396951e-05,3.688007794517552e-05,0.0005117853567361275,0.00014821542826059261,-0.00030981201046003103,0.00011711117740531843,0.0001160793073621269,0.00022792074254592438,0.00042589131782215793,0.0001691130819711411,0.00023535038467985546,9.040274098895918e-05,0.000334667621060869,0.00012692633697173437,0.0006016106409380218,8.59059971821638e-05,0.0007404626805262993,0.00013585020440758314 +7,Vis,-0.020514283244746443,0.10887490606581093,0.017049876232772668,0.05591578541289246,0.008269109851773787,0.10935052953733063,0.01621660543731179,0.05343474412443816,0.009142932362180112,0.00047562347151968164,0.00238679776016367,0.05544016194137278,0.009372621252299543,0.00038396380510197226,0.00016465495328644994,0.0001995381765592663,9.271703701936252e-05,0.0004834654753947731,0.00026573048514322154,-0.00018442562854270594,9.268879675997796e-05,9.950167029280089e-05,0.00019568053686604885,0.0002839272988355068,0.0002062706583848343,0.000234404694857826,0.00011851770881684195,0.0002444859272800359,0.00013464162714467098,0.0006093286376116502,0.0002603950995614872,0.0005754709639189448,0.0002644331318601994 +8,Vis,-0.010642051151647855,0.1830779607555883,0.025100446683910215,0.10788011968619896,0.01759109542627594,0.1838205350563095,0.02412397103452024,0.07594041537011054,0.01585892047612512,0.0007425743007211993,0.0028458857583883233,0.10713754538547775,0.01676685488421674,0.0004560775307809184,0.00014613973773206456,8.248123422573971e-05,0.00010378317370147889,0.0005108534056470937,5.9498482427553606e-05,-0.00037359629655517865,0.00016957201509442985,5.47758748661753e-05,0.00013326237522425256,0.000428372171421354,6.862880053050073e-05,0.00016148586314257418,0.00016582398923936794,0.00040233188585101496,0.00011097610951936268,0.0006754711913348421,8.765114816171158e-05,0.0006970187493406721,6.241997207243935e-05 +9,Vis,-0.019209059729914983,0.06391280651321878,0.010114079940317239,0.018447077576196548,0.009027188349369409,0.0638450320467556,0.009202816952845236,0.045397954470559054,0.0034530632924456173,-6.777446646317742e-05,0.0021257580140742987,0.018514852042659725,0.009592788971963685,0.00048109928746284945,0.00021816913472567047,0.00023585771244587493,9.920837100071416e-05,0.0007984502262399884,0.00016073795024462486,-0.0002452415750169745,0.00013735135323311183,0.0003173509387771389,0.00018822083379442796,0.0005625925137941135,9.235232279789205e-05,0.000286288401059176,0.00012514667711794748,0.0003644339966209165,0.0001466287869710751,0.0007624319664194523,0.00014807511000450367,0.0008772565940764921,0.00013152619600768233 +10,Vis,-0.014458012747659234,0.1316698553377295,0.015531670343968513,0.08105318049805636,0.009643390418395886,0.13288568359715186,0.014050754642235277,0.051832503099095505,0.008294297834235704,0.001215828259422369,0.0020260150089314415,0.079837352238634,0.010315720959787023,0.00035301361258404106,9.909370591683312e-05,0.00015534408186306247,0.00010361034828254567,0.0005910811790592829,0.0002721444783389819,-0.0001976695307209786,9.757701031709313e-05,0.00023806756647524186,0.000249703084537405,0.0004357370971962204,0.00018899377140434685,0.0001607691750919793,0.00012936605260101735,0.00028610807776889845,0.00017881785081514718,0.0008816928226453635,0.00022628227528421102,0.000712692224078082,0.00016970052252763946 +11,Vis,-0.017119962378103856,0.08853349883271724,0.010294444012209204,0.08636860998059889,0.01638216110585562,0.13664251299611357,0.014194922599721712,0.05027390301551469,0.014231636379014746,0.048109014163396344,0.010548173483037684,0.03825959581720255,0.00841341368617121,0.0003116878485806884,0.00020922332362503232,0.00016601455832658817,0.00011333559241532305,0.00030875232775597896,0.00035256001724181494,-0.00014567329025410024,0.00010382532416891588,-2.935520824709492e-06,0.00018970202167900674,0.00014273776942939076,0.00026248921860392026,0.00021696557888799538,0.00012577146718283113,0.000254945628639347,0.00014669281238747492,0.0005022173878597824,0.0003158423158976409,0.0005815790320912395,0.00030346873985948557 +12,Vis,-0.01570910742968123,0.11470150587035892,0.0063073826747822035,0.06834813987792725,0.010599829003655305,0.12105352713349504,0.007026594149852967,0.052705387255567795,0.006655111605089277,0.006352021263136121,0.0010269986184437794,0.06199611861479113,0.009712184497289793,0.0004122441865716642,0.00017889110000634991,0.00012613696624115268,5.5120300729705055e-05,0.00047020788182485786,0.000145384417303213,-0.0002861072203305115,0.00015771435426892977,5.796369525319367e-05,0.00027370568541368995,0.0003440709155837052,0.00019389772290882273,0.00011965454486793093,5.683429578764188e-05,0.00022664349940568763,7.496350978189712e-05,0.0007308294417835093,0.00018156370471160982,0.0006559630118363246,0.0001117653800400431 +13,Vis,-0.014755162941932704,0.09991103721275182,0.03407093905520435,0.05455244939151904,0.026475963853447925,0.10279772538729726,0.03300741383494045,0.048245275995778214,0.0070522130109654845,0.0028866881745454264,0.002699798278924231,0.05166576121697362,0.027443460416668473,0.0002286787335574303,0.00012033428196837265,0.00018318863499111604,0.00014278847948943064,0.0005769082122823122,0.0004123779598938426,-4.549009856631425e-05,0.00012141212293594746,0.00034822947872488187,0.00033193717746289364,0.00039371957729119613,0.0003176581017523925,0.00016490042465067134,0.00014998062408920352,0.00023828038547288877,0.00013511302212203456,0.0005485001400907352,0.00025932201976795863,0.0004081459940670218,0.0003026004350508527 +14,Vis,0.003917310786287712,0.022918134848475803,0.007943489689016989,0.0008530948204040545,0.005957768807717729,0.03364614718678969,0.0076092613598516,0.03279305236638563,0.002213676809153359,0.010728012338313886,0.0042932374813456015,-0.009874917517909832,0.006218049882692924,0.00035610621325874445,0.0002855191289995093,0.00014950770507502487,0.00010404828250321806,0.0007408701395024364,0.00022023619018942637,-0.0002065985081837196,0.00018863912311334235,0.0003847639262436919,0.00020441884426956942,0.0005913624344274116,0.0001787909435228263,0.0001670020165141617,9.341161000899779e-05,0.00030714928449531164,0.00011659154764356396,0.0004993571085942561,0.00019248557467702675,0.0005798036164254228,0.00025232144506692256 +15,Vis,-0.016688741466775174,0.05377351098048595,0.016559095643708457,0.06216949079827685,0.02197979341244183,0.09856131674390636,0.022083117828177772,0.03639182594562951,0.006991186256948594,0.04478780576342041,0.011695752245546543,0.01738168503485644,0.013249634021017146,0.0001747096634227896,9.109958917069322e-05,8.28998117157198e-06,4.848460892691336e-05,6.081439728304883e-05,0.00018073685638500067,-0.0001664196822512176,5.435162939420296e-05,-0.00011389526613974077,0.00019227569250620404,5.2524416111476846e-05,0.00017258943247749767,-1.0306077890365194e-05,4.776635042272159e-05,2.2160619165068064e-05,4.99346077316539e-05,0.0002984106379979146,8.718667265507537e-05,0.0002441941205580278,0.0001410956378055194 +16,Vis,0.0032937696306503347,0.014686126855231319,0.017529109952951056,-0.02205510154135648,0.009125356995526102,0.014378777153346256,0.015655999026796444,0.036433878694702736,0.008972542407912601,-0.0003073497018850624,0.003917977690407202,-0.02174775183947142,0.010157990734920498,0.00015820139201987437,0.00011812317644444333,8.185369103561602e-05,4.0991309552321595e-05,0.00018142140008337027,0.0002678696446889818,-7.634770098425836e-05,9.460906231070945e-05,2.322000806349589e-05,0.00024777314663307,9.956770904775424e-05,0.0002377390740872946,6.038915936437128e-05,3.225730187395885e-05,9.679444164196749e-05,6.537434178554292e-05,0.00020044898403659417,0.000113067542537731,0.00017232249289167445,0.0001941571385733272 +17,Vis,0.0038730808120274636,0.003970684832283711,0.004983056702064722,-0.020107508050742372,0.0018547322393441684,0.008499527950784392,0.004265673981187968,0.028607036001526764,0.0037130298702979553,0.004528843118500681,0.002098540022361338,-0.024636351169243054,0.002108179603350994,0.00024621075004465086,0.00014905538354929092,0.00011842603416729602,7.563625490693519e-05,0.0004470252370308403,0.00020548172217671777,-0.00012778471587735485,9.858623583422596e-05,0.00020081448698618942,0.00016662804868629617,0.00032859920286354427,0.00014569653668307944,0.00011729389146115654,6.684320598096247e-05,0.0001759590487652618,9.084248067787989e-05,0.00043306932495514874,0.00017266201477999965,0.0003996146126864497,0.00018833723276578306 +18,Vis,-0.015158500660576115,0.07105816286735409,0.014349665384944959,0.0534612511665874,0.014423512080459593,0.09930969212614275,0.016911069588885146,0.045848440959555356,0.009205714944455214,0.028251529258788665,0.006285897601702851,0.025209721907798733,0.011904285261345163,0.00022107284014092344,0.00020140651791386653,6.191075927544087e-05,7.953389231351117e-05,0.0001258178287206313,0.00017234231027653897,-0.00015916208086548257,0.00012569685931218056,-9.525501142029213e-05,0.000174750788220404,6.390706944519043e-05,0.0001338431589568091,6.094928202575734e-05,7.505410892970547e-05,6.4793315954903e-05,0.00010076194482883547,0.0002482261215386083,0.00015120453797940533,0.00032425099230719566,0.00011420920571910212 +19,Vis,0.003113790530144228,0.027616265856320467,0.011266197143567077,-0.005264347891961752,0.006565344519160837,0.029545507768389954,0.00982359423418737,0.034809855660351705,0.006443402386261755,0.0019292419120694904,0.001826015009160411,-0.007193589804031242,0.007101251323444852,0.00033290430005576964,0.0002638597680707739,0.00014636801019103364,9.78043035971586e-05,0.0007812371393415285,0.00015503059769304432,-0.00018653628986473603,0.00017182578093410993,0.00044833283928575885,0.00021185722398079658,0.0006348691291504949,0.00010232477652864577,0.0001689059954585792,9.72615979011573e-05,0.00021784061831955359,0.00011896140367837178,0.0006406150599871374,0.00021995752225654634,0.0007921124747767294,0.00020856349753060907 +20,Vis,0.004494501433661629,0.014443354627868454,0.010871676313386291,-0.012952143017518791,0.00905311321288957,0.015901611873964196,0.010835605633536522,0.028853754891482987,0.002100385979423687,0.0014582572460957398,0.0008318218316082761,-0.014410400263614532,0.009020508088377083,0.00032056871543619805,0.00024864841648814293,0.00015825186059714724,0.00011194051071311826,0.0006232234227842248,0.0002608382609423135,-0.00016231685483905078,0.00015650039652255113,0.0003026547073480268,0.0002210876892942525,0.0004649715621870776,0.0001667210922460838,0.0002011670830948553,0.00010490280483085449,0.0003527687288421122,0.00013423782740318885,0.000672009598603518,0.00027307874042444707,0.0005878212290747253,0.00028606195004896316 +21,Vis,0.005492144985575163,0.044135830297612054,0.018457936622576537,0.012350820444524402,0.013630476969576562,0.049691937918960115,0.019261604537050024,0.03734111747443571,0.009613663969170303,0.005556107621348061,0.002237831655419503,0.006794712823176341,0.013510346116648524,0.0005129060714790468,0.0003473224931016494,0.0002942921795752396,0.00018006769466880572,0.001079970896870397,0.000567584464710568,-0.0002186138919038072,0.0001676549858860317,0.0005670648253913501,0.0002918915423260737,0.0007856787172951573,0.00041403549800958245,0.0003452557139479895,0.0001632401952721143,0.0004298698850963234,0.0002512071298360774,0.0009017860709768178,0.0005404433094261167,0.0010385544819228932,0.0005538558518863936 +22,Vis,0.005673102787660827,0.04159084544367384,0.018916101227255986,0.0024712008414055076,0.012833057559269018,0.039104083851025595,0.017387404657486824,0.03663288300962009,0.008499705220369459,-0.0024867615926482457,0.00296849290329513,0.004957962434053753,0.013170523295149901,0.0005309148444838874,0.00035948075610758943,0.0003325198395311757,0.000211187193580062,0.0011182765019531083,0.000650674571289683,-0.00019839500495271166,0.00017052007559415218,0.0005873616574692209,0.0004758877275181511,0.0007857566624219325,0.0005030550527566809,0.00031478250688092845,0.00019750424443032696,0.00040380431357822655,0.0002500743126304733,0.0008285901062271783,0.0004592355959744918,0.0008772749301987126,0.0005985710229930129 +23,Vis,-0.013853547252747681,0.09144394790192092,0.03281082063467053,0.03400047310445777,0.015089796160067065,0.09785072703962905,0.03149129465485149,0.06385025393517127,0.017087934210568895,0.006406779137708129,0.0034684606447516067,0.027593693966749645,0.0162135524095202,0.0004888820829106688,0.0002304375654272521,0.00020721548835016533,0.00015222682129324968,0.0003832279474917266,0.000502458985844811,-0.00028166659456050345,0.00013252414759308328,-0.0001056541354189422,0.00033351601096395816,0.00017601245914156127,0.00035070877925986397,0.0001862437331240141,0.00014791623755647923,0.000300609778586014,0.0002023052462514965,0.0006771624859040371,0.0004434497168006288,0.0004467388300907427,0.0004492871428150257 +24,Vis,-0.0003517668724012591,0.08707063329415177,0.0441982349320891,0.0258661369746515,0.02074643975911158,0.0845414662001857,0.04208738213222453,0.0586753292255342,0.023225223044388,-0.0025291670939660673,0.00223801028385232,0.028395304068617566,0.022574675315018188,0.0005889461462120993,0.000266009528255292,0.0002481712423725746,0.0001102826104347972,0.001004014615067872,0.0006284550858755596,-0.00034077490383952467,0.000170052789928359,0.00041506846885577266,0.0004248759540972396,0.0007558433726952973,0.0005263809837932813,0.0002705892638614982,0.00011127212457320736,0.000664503888375445,0.00022694721285038404,0.0011632682691068209,0.00046366578866272783,0.0009626534662657837,0.0005938885000567923 +25,Vis,0.001775475605833709,0.033984396674643036,0.010130944371242871,0.0019334632966411468,0.006818838695609906,0.03487246076380661,0.009652049354856532,0.032938997467165464,0.005255473348385047,0.0008880640891635761,0.001608174929294315,0.001045399207477571,0.006943263222665128,0.0005125709792289879,0.00013376476897266365,0.00029758854428660884,0.00011120212111053252,0.0011734292985902562,0.00036907199801895497,-0.000214982434942379,0.0001502119718085556,0.0006608583193612683,0.00029835700329020087,0.0008758407543036472,0.0002915806680571972,0.0004991143627060435,0.00019486511503583355,0.0007215536365575038,0.00022053761183802808,0.0010203853224740379,0.0003160075435463526,0.000973141366709207,0.00036927097742997045 +26,Vis,0.005258032899666066,0.017695693036230153,0.014131519690903276,-0.0063679345662109865,0.0115588726777459,0.01926062290011483,0.014273815820246472,0.025628557466325818,0.0037697826243742426,0.0015649298638846787,0.0016106233611396389,-0.007932864430095665,0.011173975090255113,0.0006244451200104973,0.0002641707515841927,0.00039598836445680073,0.00019345703906224827,0.0010721130454639737,0.0007058501319710064,-0.0002284567555536965,8.000730625606027e-05,0.00044766792545347656,0.00048435724984512016,0.000676124681007173,0.0005510042535798883,0.00045026959554346214,0.00024686997514808016,0.0005350143796939877,0.0002795478396676238,0.0009651954425662135,0.0005295776154433892,0.0008614144622575148,0.0006364730470299022 +27,Vis,0.005896451779281862,0.020507447040449954,0.00979427783050709,0.0015265901824371708,0.008779551293570687,0.025500678711938597,0.010172712028702654,0.023974088529501426,0.0036497100014502115,0.004993231671488641,0.001146301819452233,-0.00346664148905147,0.008337074309112687,0.0007578936112892176,0.000222398695687128,0.0004604646419848812,0.00018058800946405926,0.001367317087057751,0.0005687989336599305,-0.00029742896930433637,0.00012163013173084124,0.0006094234757685335,0.0004395622890829498,0.0009068524450728699,0.0004705008520837203,0.0004942794401001204,0.000212908935019224,0.0005294415433758637,0.00022992661499070946,0.0010380816565936034,0.0003560515390117179,0.0011426816202741775,0.00042067293007312325 +28,Vis,-0.002823299330136365,0.03607660929409393,0.010226129807851954,0.011986941565353426,0.00817963079822635,0.03910297596660339,0.009341415374901203,0.027116034401249968,0.004530837423146784,0.0030263666725094617,0.0009173648385015481,0.008960574892843964,0.00898283090882897,0.0008387215009758364,0.0004572036573448561,0.0006470727437396295,0.00032416361031250364,0.0014595269380206944,0.0005741806238522426,-0.0001916487572362069,0.00017467522491493464,0.0006208054370448579,0.00014291449634193886,0.0008124541942810648,0.00030266043774052195,0.0006760749941913779,0.0003257010410066117,0.0007213427599932709,0.0003392778669589129,0.001196344250803616,0.0005571781848557568,0.0012517072736049294,0.0004947370937640835 +29,Vis,0.006016578567281696,0.021683100095768147,0.009751347708487403,0.00732627808999764,0.011248897147515183,0.028542069121419943,0.010596786791659995,0.021215791031422303,0.0024777296173035036,0.006858969025651795,0.0010814380281176073,0.0004673090643458444,0.010437578669532134,0.0008076505986261973,0.0002479794729417846,0.00043786613366152415,0.00018246936517284017,0.0014569598415023143,0.0006753678156852913,-0.0003697844649646731,0.00016642395880587374,0.0006493092428761172,0.0004765009184137747,0.0010190937078407903,0.0005792895088795603,0.00046644154824344587,0.00019875407027652062,0.0004970182514671517,0.00021158200301393465,0.0010903379844668492,0.0003916872080183476,0.0012515391622022198,0.0005261569139978469 +30,Vis,0.004629741490719475,0.025384124847788913,0.007783422582660073,-0.005592198985750673,0.005518111686079422,0.0246225183141781,0.007756289133746989,0.03021471729992877,0.004001674902572732,-0.0007616065336108147,0.0008544737664772866,-0.004830592452139859,0.005369778420373847,0.000889980633551657,0.000273070595632779,0.0005078997133554974,0.00021247278881960255,0.0014874598330573362,0.0005318794536198788,-0.0003820809201961595,0.0001658248449895075,0.0005974791995056794,0.00026482026206744026,0.000979560119701839,0.00038101886247249143,0.0005136629314011598,0.00022440226447834123,0.0006742218397261634,0.0002525880532149981,0.0012776813342713744,0.00044215298705963885,0.0012180312218359247,0.0005548757814611161 +31,Vis,0.005967502704608958,0.024748696734651833,0.00734742894495402,0.005924843745326536,0.005122519387446363,0.029716225660664432,0.007087105660721502,0.023791381915337896,0.005211970426757413,0.004967528926012599,0.0018995206471960368,0.0009573148193139369,0.004189785907601036,0.0013999890141320969,0.00012199186417537243,0.0009631348082443702,0.00011793665148586248,0.002369007829217473,0.00047709785311575594,-0.0004368542058877267,0.00019716061825949394,0.0009690188150853762,0.0005105815564380888,0.001405873020973103,0.0003956383051566832,0.001068329154376335,0.0002191137559117896,0.0011854770582604645,0.0002901277428468932,0.001712530768525533,0.00022863518879886875,0.0020394913905868784,0.0004456290951183838 +32,SomMot,0.004372401356973913,0.012616559164737117,0.00544376550109009,-0.011287893391528647,0.0059823229885766355,0.0143764767740026,0.005532042608852803,0.025664370165531247,0.004072108279477122,0.0017599176092654822,0.0019073924017155492,-0.01304781100079413,0.005119671888865779,0.0007903455571777407,0.0002515111798996669,0.0005116600071926047,0.00015635374405051795,0.001237499714300383,0.0003279787482594446,-0.00027868554998513597,0.00015927798299518833,0.00044715415712264227,0.00026673492537010674,0.0007258397071077782,0.00020355171795290023,0.0006499141825090371,0.0002179353831458781,0.0007538470263037889,0.00023457712021191106,0.0011253603659825196,0.00038719013507993567,0.001080327599113451,0.0003935448764656268 +33,SomMot,0.0058465175902485626,0.02659794494787664,0.013532530286499615,0.007295937548198239,0.013799741386148175,0.03154945297507672,0.014233567846946302,0.02425351542687848,0.003225977992884707,0.00495150802720008,0.0013367383015150485,0.002344429520998159,0.012866976281371834,0.001205374936400161,0.0003382914298692886,0.0007596706044296963,0.00023869778145131035,0.0020479329288501935,0.0007473958534786634,-0.00044570433197046457,0.00027190142592813506,0.0008425579924500326,0.0004801027513511412,0.001288262324420497,0.0006000094897980775,0.0008029804092209103,0.000289610806830215,0.000878548835287396,0.00035321514915183215,0.0015657776440564763,0.0005161933999719997,0.001708530069465386,0.0006386443030830473 +34,SomMot,0.006280169843544676,0.044678698551632826,0.014680910452549177,0.023425589573575878,0.01724668439621961,0.05108015809784054,0.01660342977546409,0.027654568524264667,0.002326882076246452,0.006401459546207721,0.0020157296399565556,0.017024130027368155,0.015370396214779014,0.0007181386227453456,0.0002925270968839355,0.0004661298542295134,0.00022028415426297257,0.0014785148844712159,0.0007072556654917829,-0.0002520087685158323,0.00017592144838703532,0.0007603762617258703,0.0004604477597559291,0.0010123850302417026,0.0006123305642550428,0.0004693585613444018,0.00022105707625897579,0.0006006706667021966,0.00021768768021809218,0.0011532078617466635,0.00040921084389845683,0.0012831027527657967,0.0006042803749418261 +35,SomMot,-0.0077117727602253,0.05312989447542229,0.02930910111508037,0.016561466088504773,0.022541235924170944,0.054335062892596556,0.028985020090788623,0.03777359680409178,0.00826047738574893,0.0012051684171742628,0.0006797304044985163,0.01535629767133051,0.022969070132332098,0.0008681919288981543,0.00038016449193335164,0.0004963343592839342,0.0002915789109114054,0.00126316690086834,0.00043692726838121817,-0.0003718575696142201,0.00017791784934297582,0.00039497497197018563,0.0002133283408870665,0.0007668325415844057,0.00023311683364865207,0.0005531803238942202,0.0002836925999023221,0.0007807441277310589,0.0003031413362099205,0.0012115827637645849,0.0004838574914176848,0.0010612917517672572,0.0004827348769550607 +36,SomMot,-0.0097495520034319,0.07415505826036024,0.027367884180492023,0.03188815912622722,0.019920563434117737,0.07191345596089123,0.02665154715495735,0.040025296834664006,0.008325590410879687,-0.0022416022994690143,0.0015325537571926943,0.03412976142569624,0.02038786468026047,0.0005096202625602508,0.00017191054260509692,0.0003224189412110334,0.00013853424623948627,0.001319694942381755,0.00037782738318141196,-0.0001872013213492174,0.00011404067133901919,0.0008100746798215041,0.0002280726119790922,0.0009972760011707216,0.00025133655526766383,0.0007358166010203116,0.0002805704692813333,0.00095905681700168,0.0003215273754566077,0.0013347854561977846,0.00042625217073953174,0.001240055651797256,0.0004057023857237968 +37,SomMot,0.006096031406437851,0.04050364238143585,0.012742091826862716,0.02081804792945008,0.01611489097448062,0.045484973005017304,0.01461523604584773,0.024666925075567225,0.005001492173932186,0.004981330623581459,0.003203337125601673,0.01583671730586862,0.01348999187486155,0.0013918381191232233,0.00037122779286471064,0.0010552671734024744,0.00024681499173223744,0.0020127126777192304,0.0006209093682106075,-0.00033657094572074885,0.0002182595690290406,0.0006208745585960073,0.00040194236822152025,0.0009574455043167562,0.0004833979193914868,0.0010847245853604858,0.00026952958853607286,0.001159441011996587,0.00033536459086948983,0.0016867055147849364,0.0004959662858824817,0.0017932331574063154,0.0007136929072032333 +38,SomMot,0.005363115627002212,0.021062071273064874,0.00764341888552439,-0.001725618086800762,0.006492118450949869,0.02245146260296711,0.007027847879446113,0.02417708068976787,0.0026967633997651143,0.0013893913299022342,0.0009220224202510445,-0.003115009416702996,0.006961006173621793,0.001076846781898433,0.0002779795036176697,0.0007141349953561082,0.00030933894142834374,0.0017343819138995631,0.0004473464967042875,-0.0003627117865423246,0.00011232554094368922,0.0006575351320011302,0.0002432630822694367,0.0010202469185434549,0.00020997033843400169,0.0007397069774543353,0.00031164611977065374,0.0007788634984501775,0.00035937686616630357,0.001225191592321284,0.0004035881268597421,0.0014100259273489568,0.0005173743618454864 +39,SomMot,0.005972779524181108,0.026818265828233257,0.006053372936250061,0.01330917037426933,0.008512940666097256,0.03408173385994817,0.007331433884914255,0.02077256348567884,0.002477906384807574,0.007263468031714915,0.0016934711783952875,0.006045702342554415,0.007023782462434738,0.0015099641820742749,0.00034031141853479324,0.0010716173445418197,0.00027426714846351527,0.00254824074840454,0.0005483421730382045,-0.00043834683753245506,0.00021584743017634834,0.001038276566330265,0.0004667943352920451,0.0014766234038627202,0.0003549895182501213,0.001140662685401983,0.00031784229866412645,0.0012191991417102477,0.00038421844869978124,0.001741700911607813,0.0004390467180203086,0.0021447869020981836,0.0005846171753678929 +40,SomMot,-0.005298152133581005,0.0438943509371275,0.005679837463792579,0.00880486438816086,0.007168102922433972,0.04176163730390361,0.005646565082603836,0.03295677291574275,0.0048745672843986945,-0.0021327136332238926,0.0015974590691509706,0.010937578021384753,0.007407232785200634,0.0005908975436924368,0.00020608191735767506,0.00043205068812195434,0.00020990623672482566,0.001689408326434072,0.0005478935459047608,-0.0001588468555704825,0.00018568095513794608,0.0010985107827416352,0.00035994275838138,0.0012573576383121178,0.00040894884556210413,0.0008985498243101909,0.0002759310123897634,0.0012221047581182365,0.000354231788234983,0.0016357400851924498,0.000490309297158675,0.0015933588637576657,0.0005404479047026107 +41,SomMot,0.006218767246157334,0.0571254846098602,0.01284278272849298,0.0320037100046473,0.012896043437654915,0.06284556684583428,0.013259066529608973,0.03084185684118699,0.004654666427361843,0.005720082235974089,0.0017121662676175594,0.026283627768673212,0.012084777855885286,0.0011883106354629636,0.00027055092383601706,0.000953735464875427,0.00031827433040143647,0.0018902766220508349,0.0004943059520375608,-0.00023457517058753652,0.0001270867132166506,0.0007019659865878713,0.00034201084842532556,0.0009365411571754078,0.0003954742770377208,0.0009832719928800858,0.000313489048850107,0.0011456952638565943,0.0003396652046801139,0.0015198742943343334,0.00040286910095687647,0.0017245628025694293,0.0005295771327533717 +42,SomMot,0.003637580683620077,0.0319225248073113,0.01767992420622767,0.007681718305283236,0.01618315179047169,0.03485521201948143,0.01720210909525394,0.027173493714198194,0.0027419252901231543,0.0029326872121701263,0.0016959245809219068,0.00474903109311311,0.01645468528733365,0.0006548168652889208,0.0003617250692467643,0.00042677612415207287,0.00023054699905324512,0.0009958978749865731,0.0003951215500597458,-0.0002280407411368479,0.00016891080098849955,0.0003410810096976524,0.0002192277416125276,0.0005691217508345004,0.00029924774821224047,0.0005182406447948873,0.0002035985655757353,0.000675669528498024,0.0002480615174125476,0.0010071470884311263,0.00035822889922617804,0.000870081488887342,0.0004184981893137733 +43,SomMot,0.00626988090863298,0.044581012203948965,0.006836579378069791,0.029085014543138256,0.010564071975148574,0.05013551789798594,0.007506407400196074,0.021050503354847684,0.005659134717519868,0.005554505694036971,0.0024003626243897613,0.023530508849101284,0.008709840929083397,0.0016148206612199623,0.00035899235199510096,0.0012793015080507786,0.0002408360015732634,0.0025979126180525557,0.0003036950143647251,-0.00033551915316918366,0.0002406608613739295,0.0009830919568325936,0.0002484639925723936,0.0013186111100017771,0.00019627483962187804,0.0013254646176688923,0.0002548137014194427,0.0013901169219468824,0.00024701357192762535,0.001894421690318171,0.0003412689274186365,0.0022970198339681723,0.0004638537605783114 +44,SomMot,0.005874398284247609,0.02520790517560554,0.010628818013246666,0.002994854535465663,0.01356951087637809,0.0278759161772578,0.011673916423803707,0.024881061641792136,0.0037318854168906387,0.0026680110016522596,0.0017384184360629009,0.0003268435338134035,0.012329787302607951,0.0007515992091303491,0.0002890594124012622,0.0005778607601639285,0.00022395203031800925,0.0010254495700491527,0.0006152853354460615,-0.00017373844896642065,0.00011169714622940076,0.00027385036091880365,0.00033492720238969273,0.0004475888098852243,0.0004234322723523654,0.0006047364140915334,0.00023711060627594905,0.0006802470110838232,0.00032359148933673994,0.0009743577793261515,0.00043944246722011683,0.001040362224350755,0.0005726377469183872 +45,SomMot,0.005735901958453074,0.016607353931091962,0.010039778380342028,-7.078196474141762e-05,0.010158645234770974,0.02017714016298646,0.010990333368140474,0.02024792212772788,0.003999056069722758,0.0035697862318945007,0.002056846986160109,-0.0036405681966359183,0.008592473306889033,0.0007921164772632938,0.00024062576203421409,0.0006944726473285146,0.00023837440546090795,0.0011601740534970429,0.0004990316628833965,-9.764382993477927e-05,0.00010019684735617012,0.000368057576233749,0.00027491029269778014,0.0004657014061685283,0.0003204162435279636,0.0006903307788913349,0.00022510202463617767,0.0007432574458286822,0.0002787134426506068,0.0009088577120844876,0.00033013472089262114,0.0008474772297117239,0.00038212446909775756 +46,SomMot,0.006002331841764237,0.018179669959033595,0.01242014733253209,-0.008689614651218803,0.012729657257314134,0.019663818285927226,0.012430196917448818,0.02835343293714603,0.005487294183246205,0.0014841483268936307,0.0012017611070322134,-0.010173762978112432,0.012277820810472318,0.0006932601549700879,0.00027849483023832623,0.00045372681191941934,0.00022505467548066682,0.0009838123506493933,0.0004710037926767794,-0.00023953334305066855,9.103929013881057e-05,0.00029055219567930557,0.00023185548637047034,0.0005300855387299741,0.0002757943316706192,0.000464167602321397,0.00022156723753574952,0.0004786993267436035,0.0002645432013170702,0.0006653159057557146,0.00033296553106370723,0.0009034284482867694,0.00047753291213518544 +47,SomMot,0.004373488313772833,0.04771555927028781,0.01850618387566132,0.020724430824672724,0.015889293205718406,0.049313021504378884,0.017190120039954005,0.02858859067970616,0.004699022361336226,0.0015974622340910738,0.002621037305927066,0.01912696859058165,0.016652037772861585,0.0004579762746161231,0.00015734045218322373,0.00040792105396723064,0.0001074056475227495,0.000707340251870936,0.00023343131948472327,-5.005522064889245e-05,6.446319778612694e-05,0.00024936397725481283,0.00012777273458524225,0.0002994191979037053,0.00016520636110959897,0.00040430900540595617,9.272565948570748e-05,0.00044032452423978794,0.00013295877233596547,0.0007168569874585363,0.00021527679173860564,0.0006534728023574355,0.0002669504159217966 +48,SomMot,0.005677417560596046,0.020321344882765248,0.009905355532113101,7.258472644851021e-05,0.008481077252671429,0.02393166195335945,0.010083913160419134,0.02385907722691094,0.004678331478904279,0.0036103170705942046,0.00134733762494258,-0.003537732344145694,0.007783751183599505,0.0008106985772414977,0.0003117455107597231,0.000543143612637631,0.00023151213448452325,0.0013035163016065442,0.00047723552364254296,-0.00026755496460386665,0.00010603370965386767,0.0004928177243650467,0.0002148959986645094,0.0007603726889689133,0.00028458651788121613,0.0005585323786024832,0.0002466172694015188,0.0005929179288497899,0.00025388834184662443,0.0008458490722365042,0.00040976759358984444,0.0010527878863950235,0.0005028738062301979 +49,SomMot,-0.005938521885033965,0.09652142506886549,0.03109293738330657,0.06011534004932693,0.02385534058248071,0.09866957611504756,0.030031457938630924,0.038554236065720636,0.0090678218699484,0.0021481510461820673,0.003109774670813989,0.05796718900314486,0.024332424542876308,0.0006699620684936125,0.00016030065440942576,0.0003762506233393248,0.0001412178573945426,0.0012915248624330022,0.0002881246706502775,-0.0002937114451542877,0.00012802514812279594,0.0006215627939393897,0.00013747471762164492,0.0009152742390936775,0.0002256972113035658,0.00037222745130010003,0.00012907482624287473,0.000678533008742721,0.000188671507230219,0.0010146133971005611,0.00029492363092013015,0.0010950572485361354,0.00023435772912976943 +50,SomMot,0.0055886079196915345,0.0005798753800032141,0.0032246048006267657,-0.014796707553809973,0.007384293596372606,0.005340927732220524,0.004700427487441935,0.0201376352860305,0.0035899756356700657,0.00476105235221731,0.0021961863280402024,-0.019557759906027282,0.005302482802042138,0.0004243099526341387,0.00015424029455073118,0.00030242372496107616,0.00010049714998087404,0.000565136943628719,0.00022597024532200035,-0.00012188622767306256,8.821864132325342e-05,0.0001408269909945803,0.00014171029257845083,0.00026271321866764283,0.00017084843381202314,0.0003068017908290033,8.91302338686404e-05,0.0003646624555715183,0.00011863026424937018,0.0005695655995365811,0.0002279014599391327,0.000345129277248879,0.00020372884736241146 +51,SomMot,0.0055693217312698644,0.03857730606908731,0.006534691515656477,0.010105122963967839,0.008063085297263952,0.04064011083817187,0.007555983954710254,0.030534987874204035,0.0036683591367455658,0.0020628047690845587,0.00237238791467551,0.00804231819488328,0.006309564451740067,0.0003998516622968129,0.00020168586371556517,0.0003627804782909916,0.00017895143175203438,0.0008109000627579022,0.00047993041966203716,-3.707118400582132e-05,5.580476246428404e-05,0.00041104840046108927,0.00033837003296195196,0.0004481195844669106,0.0003686156296394626,0.0003911337674004312,0.00016931330710857103,0.0004961353011698977,0.00018459961532342226,0.0006851597490212136,0.000279848321898568,0.0005933940523916492,0.00032769956674913453 +52,SomMot,0.005378035725677252,0.024356075165498516,0.008909379093104852,-0.003610158303190092,0.0067662815504260804,0.025335953806510415,0.008936232383133421,0.028946112109700505,0.0040109380067011305,0.0009798786410118998,0.0017396957301729936,-0.004590036944201991,0.006162790550443361,0.000496855662332707,0.000255005060158764,0.0003896578727819788,0.0001638331660165946,0.0008973460251333387,0.00038925396941850597,-0.00010719778955072811,9.585832564248912e-05,0.00040049036280063175,0.00020028076151750278,0.0005076881523513599,0.00026629253343327184,0.0004148997330573279,0.00016634551210908174,0.0005181742434811065,0.0002184486109385664,0.0008175724581158894,0.0003852454219739634,0.0006869324975169677,0.0003996318580255075 +53,SomMot,-0.008152651159703681,0.07257548324228687,0.029307900314103394,0.04264053375530465,0.02525566319030199,0.07517644113128583,0.028431796211007183,0.03253590737598118,0.0056929995730826705,0.002600957888998967,0.0026324900541802644,0.04003957586630569,0.025744012963499558,0.0003177266446386717,0.00013974012031604544,0.0001239654964565018,9.855496686186164e-05,0.0011155651540614374,0.0003277266062249819,-0.00019376114818216993,7.469456946991179e-05,0.0007978385094227658,0.000215924320921174,0.0009915996576049357,0.00026367270958603534,0.00016835481513473028,8.710528627012825e-05,0.0003566586758625423,6.642217983985897e-05,0.0008842997261786723,0.0002153283915663519,0.0009230930028167883,0.00031164803189197727 +54,SomMot,-0.008948968469813271,0.08750228076351066,0.013945882152091249,0.07302869195039614,0.013546524289979605,0.09320475741842515,0.01420125756891657,0.020176065468029015,0.003699379301781697,0.005702476654914501,0.0013029644902232227,0.06732621529548163,0.013031987694071021,8.853727658570953e-05,0.00012788791596792255,4.347306003493756e-05,4.739169848091449e-05,0.0024242725992493774,0.0002368422023116664,-4.506421655077197e-05,0.00011095798825259651,0.0023357353226636677,0.00012205293138476916,0.00238079953921444,0.00022391916680245777,4.3436498112447985e-05,5.849547439026242e-05,0.00012933482464687617,9.051672237783494e-05,0.0012971148960182032,0.0001374486599828118,0.0020599802488004528,0.00033565272551282503 +55,SomMot,0.005986620688871678,0.027168106594331685,0.0146468664644309,0.005622409794871474,0.00748082079506959,0.02997863460119099,0.014017790051663735,0.024356224806319514,0.006794427544337723,0.002810528006859303,0.0018625471402566878,0.0028118817880121716,0.007991812321520339,0.00123995841105915,0.000364288508723146,0.0010224277909004265,0.00017994681491239912,0.0013943940639671304,0.0004967800612930575,-0.0002175306201587235,0.0001931637530956317,0.00015443565290798044,0.00024783728288989027,0.00037196627306670396,0.00037389382066444876,0.0010303466711768072,0.00017799427631979385,0.0010149395478809442,0.00021116753797373623,0.0013420806637792105,0.00045939795671276793,0.0013796524994438286,0.0005192924610882367 +56,SomMot,0.00535435419074742,0.033911292599028364,0.008893366959178566,0.012310561317360257,0.008774353793533834,0.03569233437090149,0.009855256019684148,0.023381773053541232,0.0017177834552178375,0.0017810417718731263,0.0019288867968353693,0.010529519545487132,0.007809439499251234,0.0010462999058765243,0.00030970886010055307,0.0008192213104918356,0.00015276835663699293,0.0015095533134733773,0.0006961991897657327,-0.00022707859538468879,0.0001619491534385311,0.0004632534075968531,0.0004975168814508325,0.0006903320029815419,0.000596330759215963,0.0008646482599860006,0.00017550291376894917,0.0008411617180262843,0.00021902461258078306,0.0012931005929475825,0.0005150002679805428,0.0013513125565475237,0.0006421783754016887 +57,SomMot,0.006143601023746585,0.0394648982823385,0.014759714419017566,0.01876683935925627,0.00946576322937658,0.043763631786618504,0.014248111785710813,0.024996792427362236,0.005424526927450251,0.004298733504280006,0.001855607223788104,0.014468105854976265,0.009688919617170133,0.0012624508723079186,0.00020243251359380307,0.0009822791490793792,0.00019626728890034096,0.0017040403303915986,0.0004183133052909904,-0.00028017172322853946,0.00011984842881739976,0.00044158945808367986,0.0002915079110350863,0.0007217611813122194,0.0003311569847181923,0.0009706757300786073,0.00019775808726602844,0.0009227151000581468,0.00021037924492679872,0.0014222155982630325,0.00037298526519909976,0.001627859451115432,0.00040117997310068704 +58,SomMot,0.005562903321964925,0.01841242516900341,0.004211846579853954,-0.004138097451218003,0.0018138441346494095,0.018898456914357632,0.003537324944209706,0.023036554365575633,0.0028935651009854616,0.00048603174535422067,0.0009947616707282464,-0.004624129196572224,0.002108147109142204,0.0013860416708523227,0.00025004953101176355,0.0010182313265626464,0.00017194477995156125,0.0014393994982532688,0.0005426026280036289,-0.0003678103442896763,9.380791336405231e-05,5.335782740094608e-05,0.0003779636398155724,0.00042116817169062236,0.00041855520686908266,0.0010072527871445968,0.00016340964469413282,0.0010712694072255058,0.00017515664257369937,0.0014477903211844723,0.00042272830279213233,0.0013522410886136038,0.0004496584754855977 +59,SomMot,0.006111632619446168,0.038117421126422114,0.01799150628844114,0.010785466756816974,0.012024496549732698,0.03879171138854207,0.017618845619937734,0.028006244631725095,0.0061322803518903445,0.0006742902621199587,0.0014214269091185835,0.010111176494697015,0.012288754460211443,0.0010489844463561937,0.00018751861471241225,0.0007805334567712929,0.00015478686949311303,0.0014665497369480863,0.00041936279892195913,-0.0002684509895849008,6.949433227605912e-05,0.0004175652905918925,0.0004196496206050205,0.0006860162801767932,0.0004290069849343193,0.0008109284734731714,0.0001573148577257025,0.0008681615465075066,0.00016069601236253807,0.0013241462197011611,0.0003609702911171396,0.001521995653656605,0.00033999115858523977 +60,SomMot,-0.01302758038674154,0.0673452311527176,0.024001073527167727,0.04115783368567696,0.024539643723870314,0.07185575694751352,0.024480211887154504,0.030697923261836558,0.0036468320393194423,0.004510525794795916,0.0016846797348438317,0.03664730789088104,0.024150209407317658,6.59517579371105e-05,6.028575851009861e-05,0.00013311754095914896,9.673102388687691e-05,0.0004752533408365567,0.0002842324523986559,6.716578302203846e-05,9.673419220228063e-05,0.0004093015828994462,0.0003346972850396617,0.0003421357998774077,0.00032734098461515267,0.00019578112412983463,8.791870830768289e-05,0.0003398968171713479,0.00012219837266874307,0.0005924787599033366,0.00010456735337118975,0.0006433641418525981,0.00016363075026513933 +61,SomMot,-0.015414553030039897,0.07296945153622632,0.009614536293581163,0.04579602443441966,0.007490942736724655,0.07494246825545517,0.009367207539761151,0.029146443821035505,0.0034018036827360354,0.0019730167192288485,0.0005752753550145305,0.043823007715190807,0.007578879442982067,0.00010968063431324727,9.476088592054441e-05,0.00010352757990903517,6.781586200743314e-05,0.0008405285094458037,0.00030376726585801196,-6.153054404212099e-06,8.323581630135472e-05,0.0007308478751325564,0.0003474317090024318,0.0007370009295367685,0.00026781183233351956,0.00011284071407753337,5.026797772478394e-05,0.00019486914394994947,5.444000290550361e-05,0.0008248616833502088,0.00017976614290586882,0.0008381512920421219,0.000297694646535739 +62,SomMot,-0.014470645600189009,0.08775610861654422,0.021606237828007694,0.06828735950318074,0.020470186526622525,0.09450227116812464,0.021558313611006772,0.026214911664943896,0.0033004871258952655,0.006746162551580425,0.0017489178768828153,0.06154119695160032,0.02067774708734035,0.00016215004272905896,0.00012603409675373585,0.0001533050640085243,9.506825216071126e-05,0.0012651856930500083,0.00019196573929785093,-8.844978720534691e-06,0.0001352393133269377,0.0011030356503209493,0.0002856759818541626,0.001111880629041484,0.0001920758293159255,0.00018971907572353785,8.598812395986141e-05,0.0003016604875044182,9.947668516719725e-05,0.0009299037254563381,0.0001080178878021069,0.0012596306370115328,0.0001320128650444289 +63,SomMot,-0.014739510666119997,0.10877828279257154,0.020015441030622718,0.07302746904302437,0.016818615884939877,0.11335872475343522,0.020191134329889417,0.04033125571041085,0.005481589790156566,0.00458044196086369,0.0025954898901145063,0.06844702708216069,0.016209722430356475,0.0004658558069489116,0.00021531212155956965,0.00011106815002435156,4.8879574283218125e-05,0.00107268630796864,0.00019758525275570342,-0.00035478765692456007,0.0001888063110465137,0.0006068305010197284,0.00040457320806843344,0.0009616181579442884,0.00022470941075490632,9.457102010179685e-05,5.106169266261095e-05,0.000239784656859654,5.510981047196168e-05,0.0010042899126478043,0.0001240119361514134,0.001290461458825032,0.00014913111780751948 +64,SomMot,-0.004269703244357111,0.13474994743011515,0.028853935845520505,0.10321108461538364,0.020686056594430617,0.1359913111109469,0.027896208132787644,0.032780226495563246,0.010051862318034106,0.0012413636808317418,0.0023671408621829737,0.1019697209345519,0.021143874898501534,0.0005764023903908732,0.0003483872941939542,0.0005146456734607563,0.0003069135873720269,0.0016574852568176147,0.0006811072649830896,-6.175671693011697e-05,0.00014752217136907084,0.0010810828664267413,0.0003970209788431188,0.0011428395833568584,0.000388233342256549,0.0006375005132565059,0.0003266343737955313,0.0009326642037381205,0.00039383356835033095,0.001581547304879316,0.0005863049832798707,0.0016877902921202726,0.0006215730081338293 +65,SomMot,-0.013789302739104985,0.10648800247903731,0.01848921650209953,0.06839757129831778,0.019571269529062862,0.10839455532776003,0.01852484662378264,0.039996984029442254,0.006153575932977541,0.00190655284872272,0.002896501574810237,0.06649101844959507,0.01875465057914208,0.0002678624889793868,0.00012393136991617536,0.00011225482453343094,0.00010047920540345078,0.0007086319210473536,0.0002585752390932815,-0.00015560766444595587,9.960773427060731e-05,0.0004407694320679667,0.0002110351349891621,0.0005963770965139225,0.00017009304536329554,0.00015904349480326817,0.0001098118193270569,0.00024921303756761934,0.0001284081150658796,0.000650165769477451,0.00023073141816752822,0.0006542583653402323,0.00018497067484513863 +66,SomMot,-0.013433046015868708,0.1359142118594384,0.010127824231244604,0.11550532794774335,0.005862843444358206,0.14254427976407635,0.008925157828916837,0.027038951816333,0.005116718697851226,0.00663006790463796,0.002234215343098799,0.1088752600431054,0.006547840921105792,0.000304896432723889,0.0002028319434682373,0.00011278961498182306,4.442724568780983e-05,0.0015252056787635083,0.00043590413431831876,-0.00019210681774206595,0.0002290883761054177,0.0012203092460396192,0.0005801779576961177,0.0014124160637816851,0.00040540332485129726,0.0002234661122635817,4.647756480034438e-05,0.0003195995624032166,4.6688419575650656e-05,0.0013473917828177972,0.0003246844996666024,0.0016579894458658817,0.00045907838489884606 +67,SomMot,-0.013599204391367725,0.16095815307089825,0.024219072687369773,0.10774436426187306,0.018858701349522198,0.16125493132285196,0.023534423734233294,0.0535105670609789,0.00508936893308058,0.00029677825195371097,0.002228488396704423,0.10744758600991935,0.01937825665084859,0.0004674078366346146,0.00014990372015018325,5.934742708473273e-05,3.867139562353797e-05,0.0008490373458447387,0.00012248679537254988,-0.0004080604095498819,0.0001568876751740053,0.0003816295092101241,0.00022672195367787857,0.0007896899187600059,0.0001543776621876374,0.00021075977197020367,0.00010401065787897866,0.0005019103903408873,8.58537376485714e-05,0.0010030066370430245,0.00018677671678137236,0.0009237171422890267,0.00017448055645995434 +68,SomMot,-0.013661624176126045,0.11610011491941452,0.01826655288033765,0.08807854306417913,0.01439086650445489,0.11864182974655665,0.017643256228698525,0.03056328668237753,0.007797729388517009,0.0025417148271421387,0.00226068224550276,0.08553682823703698,0.014092620389716549,0.0002267247518865423,0.00013537817344676866,0.00017695922421963052,5.209669886578379e-05,0.000997203982278605,0.0002693764367485967,-4.976552766691178e-05,0.00011273545960071675,0.0007704792303920627,0.00034200573320269896,0.0008202447580589745,0.00027500834030491856,0.0002626684580014915,4.646299562266923e-05,0.0003734438314650923,0.00011715582341403761,0.0009096586315644917,0.00014947096794128137,0.0010974206007349663,0.00013504636488172045 +69,DorsAttn,-0.010590091767855535,0.0600515236025434,0.008504234439436587,0.027561890329354057,0.015161721079920037,0.060385016140030355,0.009454903789624429,0.0328231258106763,0.008359267399626018,0.00033349253748695686,0.0015274171637811947,0.027228397791867098,0.014083959770258237,0.0003842709496334029,0.00019791046409993834,0.0002867355206013,8.304137312442004e-05,0.0010680629843982103,0.00029596558022936957,-9.753542903210289e-05,0.00013171393367669338,0.0006837920347648075,0.0003732509318669714,0.0007813274637969103,0.0002796958570366686,0.00025939141202453443,7.661056501946394e-05,0.0004413640488758697,0.00016519038952140489,0.0008130511764288251,0.00025028769941136506,0.0010492525365899175,0.0002253657264133288 +70,DorsAttn,-0.013159655661564691,0.11226050663469375,0.019047675450479508,0.06345805348596198,0.01771284475847764,0.11232443112626882,0.01911207144332949,0.04886637764030684,0.01331310577832243,6.392449157506252e-05,0.0017972864962010476,0.06339412899438693,0.01646692239688692,0.0006092902531041888,0.00027898377263624086,0.00019913373005902012,0.0001469294664020719,0.0011213183818398864,0.00032857956977752655,-0.0004101565230451687,0.0001676821081201359,0.0005120281287356975,0.0002590937285350993,0.0009221846517808663,0.00028759908351956375,0.0002067987929225801,0.0001698487924426156,0.00047700394172491836,0.00019080354984128632,0.0009292573659310354,0.00029296401623238175,0.0011317334095180432,0.00031296756609215854 +71,DorsAttn,-0.012605508096287563,0.14299082945580985,0.01869064706309919,0.10680455665285338,0.014479914190322261,0.14360365099600866,0.016981418035587923,0.03679909434315529,0.0045631437197678915,0.0006128215401988157,0.00201514368298147,0.10619173511265456,0.016106857670298527,0.0004644222331109171,0.00019835590261641677,8.828604829118625e-05,6.067745184882447e-05,0.001253337014078193,0.00019136973536933033,-0.00037613618481973087,0.00018838256678060982,0.0007889147809672758,0.00031406527861833374,0.0011650509657870067,0.00018977153645586618,0.00033453477941147725,0.00011533759607129226,0.0007069889436053467,8.71951424559229e-05,0.0011587371335324502,8.468420698890588e-05,0.0013397997218276946,0.00010645157082676022 +72,DorsAttn,-0.0135605250688058,0.11517291473750106,0.01983323480157016,0.07700769326710721,0.019462698880182785,0.11582463562332102,0.018872089858236324,0.0388169423562138,0.0067251348838169335,0.0006517208858199508,0.0019976776625820116,0.07635597238128726,0.019788023539460766,0.0004876352300941411,0.00022766152287160863,9.217052816550275e-05,6.752434124486246e-05,0.001012697891966763,0.0003483963111192399,-0.00039546470192863836,0.00019088121858436884,0.0005250626618726218,0.0004078544887212233,0.0009205273638012601,0.00035914512008510815,0.00022886277774143428,0.0001213270609109218,0.0004720645475411622,0.0001851604176466956,0.0008788499437170971,0.00028493112795677347,0.0010208557969453081,0.0002797777485275926 +73,DorsAttn,-0.012643119623543756,0.1358271234023071,0.005563861613453713,0.1278846810455801,0.00506779409033382,0.14215986264421152,0.005493328249454315,0.014275181598631415,0.0016092013857884515,0.006332739241904428,0.0011418805070332182,0.12155194180367568,0.0049677073565880135,0.00020243429081965303,7.888049659327502e-05,0.0001660663584660105,6.65274045186505e-05,0.003401906277251632,0.000534706359374994,-3.636793235364255e-05,9.073300975114005e-05,0.003199471986431979,0.0005054476488307274,0.0032358399187856213,0.0004816359009392351,0.00028062941758562056,0.00010106674837205543,0.0003504241229351335,0.00014966837555784417,0.0021588346274242333,0.00027648861511741347,0.00328249580778166,0.000432965984281503 +74,DorsAttn,-0.010997154316604254,0.07822115089410427,0.008476987289539153,0.05299036572863023,0.009295544791937487,0.0819311648923674,0.008961424036393849,0.028940799163737173,0.0041677973298791145,0.0037100139982631395,0.0015159780943854277,0.049280351730367086,0.008327117075155174,0.000566836467202747,0.00040350201871049856,0.0003740689887977933,0.0001856638146926153,0.0011916281322248202,0.0003073475300500609,-0.00019276747840495377,0.0002379005061820525,0.0006247916650220731,0.00017248517713178754,0.0008175591434270268,0.00014533647172667715,0.00041766751384864076,0.0001977958930917734,0.000492315623621753,0.0002123417659544471,0.0011543918505052763,0.00037885551476085687,0.0012109909902564332,0.00026210306212326846 +75,DorsAttn,-0.010847622169976676,0.08393172893798151,0.022502424476985944,0.07255834417275417,0.023047901978536237,0.08953475150772769,0.023699097169869753,0.01697640733497352,0.0031187926569183795,0.005603022569746185,0.0012649148911877896,0.06695532160300799,0.02191497659479443,0.00045425324512557983,0.0002777530352252801,0.000304570108890867,0.00012748190485651088,0.0017214420452463352,0.0003010061417711497,-0.00014968313623471287,0.00020157499666726024,0.0012671888001207555,0.00038809587445958724,0.0014168719363554683,0.00022840060333655828,0.00036912599061267315,0.0001632481109126841,0.0003800681346550538,0.00018700722869091386,0.0009964058430070421,0.00027009393842081795,0.0014970965206448916,0.0002216264943866961 +76,DorsAttn,-0.011693665267077165,0.10504685264735056,0.02228162837955437,0.09304191849145341,0.02496287527096787,0.11125818872992502,0.023935999571595055,0.01821627023847161,0.004037644264335145,0.006211336082574448,0.0016806541827682974,0.08683058240887895,0.023306767677036044,0.00038058326768926066,0.00021510105847361363,0.00038318588887524817,0.00013694239020894128,0.001357842610295723,0.00027499649641177855,2.6026211859875303e-06,0.00010925825113821273,0.0009772593426064624,0.000397761958234609,0.0009746567214204749,0.000376827946625468,0.00043942337736906366,0.0001472974081760224,0.0005181049073814225,0.00015242326229507116,0.0010982540563028165,0.00020173931793785417,0.001440650749597383,0.00018705653126744234 +77,DorsAttn,-0.012332983126936413,0.11730501040680393,0.0165504027100345,0.0886970104798076,0.013299269130990197,0.1211875566112917,0.0168581857278558,0.0324905461314841,0.0051165813321491045,0.00388254620448778,0.0015460073669791897,0.08481446427531983,0.012847092517864037,0.0005857232080163311,0.0002622345752019261,0.00034852971970866786,0.0001708529868266278,0.0013248446131532755,0.000326528414006173,-0.00023719348830766318,0.00014768986301006933,0.0007391214051369443,0.00038361982583696996,0.0009763148934446075,0.0003716844040309438,0.000380225085689867,0.00015513840131846677,0.0005368532066310161,0.00018820596609699406,0.0010108240693146974,0.0002995970541037334,0.0013137477329894232,0.0002684702616300554 +78,DorsAttn,-0.012406268204038328,0.11197022149183515,0.026691157893739673,0.06639652622346519,0.01877597464644221,0.11288432843954666,0.025990472260469404,0.04648780221608147,0.010858521428517183,0.0009141069477115015,0.0013787115325238593,0.06548241927575368,0.019045976947259544,0.00048088628255120723,0.0001817828430644045,0.0002092596383516332,0.00012173437938062908,0.0011235864440134024,0.0003051607500195518,-0.0002716266441995741,0.0001455957948273236,0.0006427001614621952,0.00014230753255974827,0.0009143268056617693,0.0002733478251360242,0.0003072099845585319,0.00010549382985042026,0.0006049856996714232,0.0001515788923651203,0.0010274210341053801,0.00033077056753048775,0.0010854056462657803,0.00033969221611142465 +79,DorsAttn,-0.010336546836418775,0.14841835470549866,0.00876059723560543,0.09761648264554398,0.011998877004585564,0.1446810031631455,0.008858858060717548,0.0470645205176015,0.0054749398147875515,-0.0037373515423531735,0.002368056653451111,0.10135383418789716,0.01111210713781636,0.00042794650290973736,0.000154889637535222,0.00012775635138386753,0.00011588502717209118,0.0010783136986451058,0.00020845900070684236,-0.0003001901515258698,0.00018456756577413464,0.0006503671957353685,0.00016187562840459853,0.0009505573472612383,0.00027537785548554356,0.0003526239695977207,9.478606427507262e-05,0.0006787393201067582,0.00011676420252034303,0.0011275035002487944,0.0001896013122370205,0.0011165324357057527,0.00022124161762421222 +80,DorsAttn,-0.011828717004173803,0.17647799776683015,0.016042829035931364,0.1254356091810422,0.015547324215565964,0.17326715745354332,0.015811236497555354,0.04783154827250109,0.005609279253880674,-0.0032108403132868448,0.00100551295383092,0.12864644949432907,0.015422968634202852,0.0005806045958718142,0.00013288930847032794,0.00019821822000931633,8.041348690344518e-05,0.001462860099872465,0.00020911897880190327,-0.0003823863758624979,0.0001133121595973465,0.0008822555040006508,0.00022394161550170282,0.0012646418798631486,0.00025674641326178387,0.000572244903457153,6.100695684478083e-05,0.0008775834169904906,0.00014359846763697628,0.0013367938357039754,0.00022266257401197916,0.001465533118962825,0.00018999697275285423 +81,DorsAttn,-0.010401018113502717,0.1937553608264398,0.04045112277601837,0.14922696769360058,0.035937842830606956,0.19287659747433783,0.03946561289789444,0.043649629780737255,0.00555460834782104,-0.0008787633521019744,0.0010279633557010617,0.15010573104570255,0.03689105653187226,0.0003808207015011389,8.823453744157601e-05,0.0003630607675029207,6.603809436346324e-05,0.0015699981065144363,0.00024249698944082116,-1.775993399821818e-05,0.00013718416039725507,0.0011891774050132975,0.00016908094713507762,0.0012069373390115156,0.0002883774648302443,0.0009434985495143211,8.681749551395222e-05,0.0012290629861607227,0.00017513082956290634,0.0014563167117998654,0.00020509983331529503,0.0014852906683177514,0.0001745974857794847 +82,DorsAttn,-0.012214681180751502,0.04827542494917807,0.013348651193687505,0.012452817001425065,0.011206479783632331,0.0491427045921611,0.01270691181223164,0.036689887590736034,0.004416453567831024,0.000867279642983032,0.0013349068900466055,0.011585537358442033,0.011585681014529019,0.00040181805000354397,0.0001062268795479125,0.00026039227748861913,0.00017111734175672395,0.0008580863879889434,0.00024426841135834784,-0.00014142577251492484,0.00016396306756523172,0.00045626833798539934,0.0002618925528611399,0.0005976941105003241,0.0001577097887769571,0.00023741661682676884,0.00017018550888435303,0.0005958196633141899,8.356321774935606e-05,0.0007983072525360235,0.00011697098618116223,0.0008310220383853873,0.00022784063307907938 +83,DorsAttn,-0.011224996277154835,0.13724399427863926,0.028254523805167284,0.09211931522265664,0.021606667474768877,0.1349470969307877,0.026499133120992193,0.04282778170813106,0.00835958632627356,-0.0022968973478515453,0.0026430741949882296,0.09441621257050818,0.02279147905504267,0.0005880702586984921,0.00027339602334353486,0.0002274301174021165,0.00016569428568253774,0.0016908693396790798,0.0002978804798012126,-0.00036064014129637555,0.0001414697862051387,0.0011027990809805877,0.0003593882606759059,0.0014634392222769633,0.0002903634703283931,0.000689013343403011,0.00018411526441837838,0.0009728835674758685,0.00020429734109887445,0.0014131370460625625,0.0002845072581594483,0.0015865428472158882,0.0003048897751023201 +84,DorsAttn,-0.012790741293073291,0.11868553588806403,0.019376944334202333,0.07099674530630831,0.01246902546073118,0.11690441975187782,0.01833589712425065,0.045907674445569514,0.0069302994713668605,-0.0017811161361862115,0.0022058869445977735,0.07277786144249451,0.013083429184983158,0.00045219809572414336,0.00012161969771992366,8.74008251722902e-05,0.00011887037041526752,0.001262620800727987,0.00036882297069678363,-0.0003647972705518532,6.220330145825003e-05,0.0008104227050038437,0.00038446209146356363,0.001175219975555697,0.00034644166936331707,0.00028984527380042645,0.00017788549979703765,0.0007289863155848008,0.00015465848878265355,0.0012016965284794346,0.00016943230578715933,0.0012028770279643108,0.0002509023278160452 +85,DorsAttn,-0.013144065390652182,0.0828182681914987,0.012456710709490983,0.06093278628531207,0.014550894580987758,0.08709049689919653,0.012796069044677937,0.026157710613884454,0.007841461826488224,0.004272228707697811,0.0018425907064661179,0.056660557577614255,0.013451012476163841,0.0002232126286910052,0.00011630466544236579,9.849491999591731e-05,7.427097904626125e-05,0.0012586675442054717,0.00041277926562151914,-0.0001247177086950879,0.00012693480483168458,0.0010354549155144666,0.0004890442340863808,0.0011601726242095544,0.00036411362839092995,0.00011453813989301676,6.384481123466811e-05,0.000292945951086554,0.00010537306680353048,0.001177469902615047,0.0002768634909491458,0.001509482933113726,0.000373376851613651 +86,DorsAttn,-0.010948667435270858,0.11073327559570426,0.029042964184300236,0.07808813929426676,0.02814988783468931,0.1118543280928153,0.029091813065683564,0.033766188798548535,0.003560343830326934,0.0011210524971110524,0.0014482922240279833,0.07696708679715572,0.027988729356057916,0.0004546053351353496,0.00017355959735185404,0.00017620442787316115,8.306221987127974e-05,0.0019192214980525257,0.00022013468179273436,-0.0002784009072621885,0.0001175280921248553,0.001464616162917176,0.00036473906691791993,0.0017430170701793646,0.00026555137148084244,0.00022599067281139362,8.15886027306769e-05,0.000580075851255435,9.499857598508772e-05,0.00139873536285271,0.00019760395641106688,0.0019441636889230506,0.0002464513238373683 +87,DorsAttn,-0.004820178447253837,0.06310660887049165,0.015688227023119707,0.03355008666922958,0.014680855753628444,0.06402503799807742,0.015913594804609736,0.03047495132884783,0.0038829649460557364,0.0009184291275857737,0.0008210461865544577,0.03263165754164381,0.014340630657657201,0.0005267798478504337,0.000184910331887155,0.00012770835832367488,4.8331748980989346e-05,0.0017778257942532294,0.00037382198377085816,-0.00039907148952675884,0.00014172465539759836,0.0012510459464027956,0.00034665539429117135,0.0016501174359295546,0.00036696941142924167,0.0001593753596190961,5.169928346455883e-05,0.0005728071566245996,0.00016339917089719779,0.0008515880930026754,0.000336823678226245,0.0013691200421275473,0.0003918105659911063 +88,DorsAttn,-0.010648184890611864,0.07784075436622806,0.009482600325186493,0.062056034602453215,0.011449182822279162,0.08188230582779898,0.009919816996202889,0.01982627122534577,0.0032273066549880075,0.004041551461570925,0.002059845679386633,0.05801448314088229,0.0106722691368205,0.0004863341914685293,0.0001009967585657038,0.0001526024982380525,9.7888404222078e-05,0.002788005309188857,0.00038080032931883006,-0.0003337316932304768,8.296059098629376e-05,0.0023016711177203273,0.000283281448148692,0.002635402810950804,0.00031803308187338796,0.00032306491035840603,8.350822297694057e-05,0.0007596677185460754,0.00021050335989476702,0.0016648292356454598,0.0002855688351935364,0.0026314347367950796,0.0003726363331362686 +89,DorsAttn,-0.0009404471901594835,0.017053052883847973,0.007335813101745878,0.0006158577544271848,0.008609039262055236,0.02085653642748273,0.007709484201647734,0.020240678673055547,0.0030994060845557724,0.003803483543634756,0.0017595059302596876,-0.003187625789207571,0.0077225384292577935,0.00019509030179227783,0.00011617403080081591,6.765947655908988e-05,5.0928148052697486e-05,0.0012146114527115115,0.000345024571147768,-0.00012743082523318793,0.00010804165373065971,0.0010195211509192337,0.00030657728275293103,0.0011469519761524217,0.0003208752710361241,5.726177696823154e-05,6.321057910090934e-05,9.52835281316844e-05,6.984800705515784e-05,0.0008892971756429225,0.00018799931993651763,0.001078389668764279,0.00022987337287135823 +90,DorsAttn,-0.0029217759484816783,0.014027980873024658,0.004318210295621601,-0.0055151022841496864,0.005757296999177499,0.01813142827796981,0.004995135086419329,0.023646530562119496,0.003674299680386342,0.004103447404945148,0.0017607135386276682,-0.009618549689094836,0.004376832597541574,0.00024428978517805345,0.0001891405706127213,9.3206347128727e-05,7.486922394633311e-05,0.0008135731960286386,0.0004520646232888441,-0.00015108343804932646,0.00011858265136572209,0.0005692834108505851,0.0002832517017219371,0.0007203668488999116,0.00038867470552132657,0.00011755733819642788,8.833427036403683e-05,0.0001682190717588794,9.91332535348175e-05,0.0008161257255600684,0.00020706273556176272,0.0007350122660600312,0.00028037548631585816 +91,DorsAttn,0.0012623917328988515,0.0060573363753817725,0.005652179840332449,-0.011926611480664272,0.006079453039660939,0.009428467360246672,0.005567862532083037,0.021355078840910945,0.0037037977082839462,0.0033711309848649005,0.0012014799981408851,-0.015297742465529174,0.0060011334026882504,0.0004484768360711211,0.0002230644036088544,0.0003015675313270849,0.00015495429066313016,0.0008131564267552793,0.0003211923844350533,-0.00014690930474403618,8.650799052874684e-05,0.00036467959068415824,0.00025351681010077874,0.0005115888954281944,0.0002793933142599082,0.0003086568196880135,0.00014505663678365715,0.00035469664653060563,0.0001431313250216768,0.0005893599198202315,0.0001373565422548609,0.0006305330203443926,0.00019857139608770694 +92,SalVentAttn,0.0047904427972880245,0.02451774534910318,0.012374934329491038,-0.005660258895495018,0.00866279952992745,0.025803221730795568,0.011736118313082033,0.031463480626290584,0.005272128847458262,0.0012854763816923854,0.0013827159912115391,-0.006945735277187404,0.009114698921849506,0.00012654692071245588,5.865594133706871e-05,4.389127552495431e-05,3.6502790471675296e-05,0.0007411967391914631,0.00022325589978218632,-8.265564518750157e-05,6.0791620062395534e-05,0.0006146498184790072,0.00018156889024118826,0.0006973054636665088,0.0002342005609648656,4.729852938516466e-05,5.4007133009677985e-05,0.00011629372333288313,0.00010012665895540208,0.0005189581335647064,0.0002429148893797429,0.0004339415328688867,0.00030998400378958997 +93,SalVentAttn,0.0006589737474618188,0.0172215158375268,0.005572711661079441,-0.0033241307348813587,0.003345814917757653,0.020603014995119896,0.004425553167931446,0.023927145730001254,0.0028263671541132636,0.003381499157593093,0.0014162091419121288,-0.006705629892474451,0.004680118364611566,0.00017789754230492782,0.00010012017764247558,1.2725326434415151e-05,3.955307535738084e-05,0.0009721453415396208,0.00023573675253497344,-0.00016517221587051268,6.089290352100667e-05,0.0007942477992346931,0.00021689071415679074,0.0009594200151052057,0.00022229942199443974,5.656054643770059e-05,7.145996100126059e-05,0.00019456892304696715,9.250221613447244e-05,0.0004999209320888376,0.00014606045669431485,0.000668102003356652,0.00020572668783147105 +94,SalVentAttn,-0.008794825259262798,0.04698895912792178,0.00811191721418091,0.03156682120193495,0.009416887584381665,0.05149048800469458,0.007689982217872382,0.019923666802759633,0.005917877652138939,0.004501528876772798,0.0020272186235892574,0.02706529232516215,0.008587351006696041,0.000266312307311245,7.643237873630518e-05,0.00024331490420992363,2.869616163536888e-05,0.0016286714708623861,0.00021429098570782608,-2.299740310132137e-05,7.486202209982843e-05,0.0013623591635511412,0.0002881261594670707,0.0013853565666524625,0.00021616100459500984,0.00030057496040980514,5.4058282389914285e-05,0.0003003600405580897,6.617813452721486e-05,0.0009487281926424896,0.00010526691349182387,0.0015248522384359252,8.105372573779954e-05 +95,SalVentAttn,-0.008023630556487643,0.08678132521059068,0.014135529759183179,0.05457461321006678,0.01341528806954793,0.08765080381790405,0.014304919132781911,0.033076190607837265,0.0024140024547982925,0.0008694786073133676,0.0011867452255782784,0.05370513460275341,0.013143823624377684,0.00035472182667066753,0.00015186553602938965,0.0001566862953466419,6.321368441199295e-05,0.001349469899412603,0.00033478266457799934,-0.00019803553132402563,0.0001535031452932948,0.0009947480727419355,0.00021216907231187934,0.001192783604065961,0.0003410177520047058,0.0004249455626694987,8.60507378725116e-05,0.0008587309125194897,0.00010942457931533161,0.0014068590352832367,0.0003223647554770442,0.0012215288887274856,0.0003220901200191833 +96,SalVentAttn,-0.006905376919497417,0.11200379892264671,0.011278308437938943,0.0652621988198083,0.0030290217845830134,0.11164652294901119,0.00858713659700989,0.04638432412920288,0.010481060522867491,-0.0003572759736355291,0.00276005666729075,0.06561947479344384,0.0023343698398267257,0.0003967776439994797,0.00018028085182950928,0.00021578515815783294,6.242829213768812e-05,0.0012297411087197618,0.00032338127394609907,-0.00018099248584164674,0.0001655637304784562,0.0008329634647202822,0.0002679939631941708,0.0010139559505619288,0.00032220863283815936,0.0002959934830498723,6.758459209234374e-05,0.0007758991908191515,5.9662015926449056e-05,0.0013221459847828632,0.000328940712182627,0.0011745439737466112,0.0003635720162225269 +97,SalVentAttn,-0.007058871595413621,0.1517160892921545,0.023698499252258764,0.09610029797472981,0.019308035036922258,0.15019782720375133,0.02336029586433312,0.054097529229021515,0.007247209043367975,-0.0015182620884031772,0.0025909050683916176,0.09761856006313299,0.018964420883956425,0.00046191108074211673,0.00011172417062818902,0.00024276561158038669,8.483378892373432e-05,0.0008288045062173844,9.308895016461648e-05,-0.00021914546916173004,0.00012633949798016996,0.0003668934254752676,0.00013875264567480414,0.0005860388946369976,0.0001368181538943628,0.0002862209734455057,9.238851538145912e-05,0.0007158842780400132,0.00011060298846967232,0.0009273595101901399,0.00010705313883880096,0.0009092028130498475,9.708454110328122e-05 +98,SalVentAttn,-0.001989720571555342,0.02437886297934879,0.010250143256471611,-0.004379392939882765,0.006008236373572393,0.02380327740869572,0.010069749066499573,0.028182670348578485,0.004454265186888072,-0.0005755855706530699,0.001183479202632633,-0.0038038073692296948,0.006203655543889831,0.0003133133790924836,0.00016386281817686965,0.00011546289455985904,8.85160999313398e-05,0.0006916527170072406,0.00019163258856374105,-0.00019785048453262454,0.00010186073834273648,0.00037833933791475705,6.019012773536372e-05,0.0005761898224473816,0.0001312941483212291,0.0002938655011697877,0.0001477976667207172,0.0004821290201018069,0.00020172154867728723,0.0007422054175796333,0.0003393491584906356,0.0004824763242357921,0.00033657995712355776 +99,SalVentAttn,0.0017464175084282454,0.015313836643657753,0.00673594120310889,-0.012011085574030033,0.006301138259596405,0.01494567828920328,0.006400829138707048,0.026956763863233313,0.006190945409121479,-0.0003681583544544731,0.0009461629966595336,-0.01164292721957556,0.0060642686069008345,0.0003216497585813327,0.00020066053432800696,0.00012989624649326626,8.28239214503243e-05,0.0009101894487757,0.00028374677669025197,-0.00019175351208806647,0.00013270083267666856,0.0005885396901943674,0.00015896236650849062,0.0007802932022824338,0.0002242437317567386,0.0001424489845180732,9.174039731843416e-05,0.0003836450689903792,0.00018552135035843016,0.0006545205382631591,0.0003730934180605463,0.0006409225097507188,0.0004009185584347823 +100,SalVentAttn,-0.007460662267203216,0.07198741409820333,0.010526896505776148,0.039184242196479514,0.013927031577842055,0.06907430803001564,0.011841560332135983,0.02989006583353613,0.004009807510590098,-0.0029131060681876876,0.0013991520726186154,0.0420973482646672,0.012746697228126231,0.0004795658016029991,0.00014756561285807042,0.00022235406109787358,7.804885167320604e-05,0.0016055213481719344,0.00022472496127467256,-0.0002572117405051255,0.00010247423164139118,0.0011259555465689352,0.00017354979574896962,0.0013831672870740607,0.00021981927300350506,0.0005415296562760075,0.00013230063610728218,0.0010018803802252173,0.00014979825738252074,0.0012515506360196494,0.00019469308201427755,0.0013886089951397507,0.00020906715621142168 +101,SalVentAttn,0.005879499754687011,0.04403671786067622,0.0048840187515980064,0.02357898678678194,0.0088585943293266,0.049337310715102035,0.006277146776855218,0.025758323928320094,0.0038367955430122043,0.005300592854425812,0.0022633710323613915,0.01827839393235613,0.006957120264511887,0.001465669202540365,0.0006180747270106984,0.0010100361370494414,0.0005288527394560473,0.0032554915413960162,0.0010916211128045334,-0.00045563306549092355,0.00023491422308090566,0.0017898223388556512,0.0004916865495163696,0.002245455404346575,0.0006929244470544807,0.0011038071024383812,0.0005755834583580234,0.001264838251687106,0.0006082829684320229,0.002474311990845157,0.0007780730141387678,0.002684871802413591,0.0008792752677798148 +102,SalVentAttn,0.005536016844674024,0.027190001734453895,0.013532142506053342,0.004748610567068634,0.01038762673233565,0.030404402324854463,0.013396035460800813,0.025655791757785828,0.004509189353330343,0.003214400590400568,0.0013499063836784572,0.0015342099766680662,0.010349755842111117,0.0010066384341258284,0.0004935761227023703,0.000506422666690609,0.0002895852343964032,0.0019320435063986618,0.0008064589346013303,-0.0005002157674352192,0.00022499258517308995,0.0009254050722728336,0.00042321286988402485,0.0014256208397080527,0.0006001157293393648,0.0005102748493117426,0.0002956413870746587,0.0008031297914406155,0.0003774458113607958,0.001715068909462225,0.0006544074911562422,0.0016161697313085365,0.0007368445851495218 +103,SalVentAttn,0.004117963335326355,0.017179226233637834,0.00890644739350719,-0.0004419102934822616,0.006666314367020195,0.019954888813525584,0.009428279956737427,0.020396799107007847,0.004294510229504627,0.0027756625798877497,0.0014501547260176908,-0.0032175728733700114,0.006583353886074028,0.0006594774641364598,0.0003423226417510595,0.00036148054274327547,0.00017734803694471356,0.001134077190229399,0.000506557579829493,-0.0002979969213931843,0.00021902876840930734,0.0004745997260929391,0.00029703190212569046,0.0007725966474861235,0.0004291055748951886,0.00043321285434023694,0.0001802034387896416,0.0006010269841178583,0.0001864053892388198,0.0012021800842098918,0.0004072606460633353,0.001145061669736247,0.00054463498117745 +104,SalVentAttn,0.004639315646656735,-0.0020443651980977862,0.0022997393845842497,-0.022615946983563708,0.007518911205718026,-0.00018982161913647655,0.0030484163232021577,0.02242612536442723,0.004791043874998221,0.0018545435789613096,0.0018762879908797538,-0.024470490562525017,0.006046865463054259,0.00032169862879394273,0.00023125139028506815,0.0002912827889360647,0.0002391703963088935,0.0007832406107673329,0.0005088723817424656,-3.0415839857877992e-05,8.042182232251001e-05,0.0004615419819733901,0.00039983736857957127,0.0004919578218312681,0.00033893550789657295,0.0002781212074401074,0.00024012195495009804,0.0003503990053183692,0.0002920547111553584,0.0008178502052621272,0.0005357728380496605,0.0008113875218210165,0.0005399033219507918 +105,SalVentAttn,0.002319774219553485,0.011970698171996164,0.007577594855528559,-0.00888385893115493,0.00849873791643322,0.013955518096141262,0.007429097596005426,0.022839377027296194,0.005216248370058153,0.001984819924145098,0.0007453079145379796,-0.010868678855300028,0.008268537608591153,0.00029803005559603246,0.00016415768320220855,0.00022590612163266854,7.645730446536459e-05,0.00012043341492695703,0.0001814104897851978,-7.212393396336392e-05,0.00010145312824395135,-0.00017759664066907543,0.0001916750846647909,-0.00010547270670571151,0.00014676229805491348,0.0002139109691238872,7.24911675041153e-05,0.00020825186651969308,6.971968565873078e-05,0.00028841836510864474,6.771135128961388e-05,0.00011218249469289177,0.00015520401735943264 +106,SalVentAttn,0.003511315435056476,0.028640192917881203,0.010125924251887386,0.005044039868745465,0.010152953781220494,0.032194336393388555,0.01145732126725406,0.02715029652464309,0.0052550905132829695,0.003554143475507354,0.0028996127338594166,0.0014898963932381104,0.007801377057562801,0.0002915164447314433,0.00010496681492853867,0.00016312497130257508,6.514911061381049e-05,0.0013757945634650381,0.00031357853024593924,-0.00012839147342886826,8.021128695457772e-05,0.0010842781187335947,0.00030400894733387447,0.0012126695921624631,0.0002728855878427099,0.0002498095460910621,0.00010277777932653006,0.0005306007605545337,0.0001245280458865935,0.0008672695273984399,0.00021384047430945095,0.0009736214981538316,0.00014673373164942835 +107,SalVentAttn,0.0056478827819210495,0.035239091175461666,0.01125442521532904,0.012228896515356613,0.008742502468459567,0.03939172557456914,0.010723883210410255,0.027162829059212523,0.0038717449033839123,0.004152634399107469,0.0016487341646016264,0.008076262116249145,0.008952318182284064,0.00045204802858065383,0.00012304677368982136,0.0001990254293946059,8.148999537158896e-05,0.0014001427932500033,0.00047635053433996735,-0.000253022599186048,0.00010934646331671382,0.0009480947646693493,0.0004090063998783824,0.0012011173638553974,0.00048155181895575595,0.00022036136536243144,7.098961213462948e-05,0.0003204295048216954,0.00012349130098958323,0.001298491351939779,0.0005134038329490573,0.001348279435702948,0.00048614730544185706 +108,SalVentAttn,0.0051650910362417155,0.026848206049934854,0.011088377134245386,0.0029522203756294552,0.010960625013154486,0.029604307877828417,0.01125504386879466,0.02665208750219896,0.00454579010132746,0.0027561018278935644,0.0013392739712464708,0.00019611854773589067,0.010294467050855398,0.00016954505489399362,7.515402612288622e-05,5.7971049073524125e-05,3.688561259360089e-05,0.0010174439861974972,0.0002798369423045316,-0.0001115740058204695,5.6874301885624285e-05,0.0008478989313035034,0.0002495964186332013,0.000959472937123973,0.0002465207887250933,5.5164734244561584e-05,4.320450882603752e-05,0.00023637329677537178,9.117462816646415e-05,0.0008943801952393304,0.0003216574202850375,0.000721898458947745,0.00026318207384176575 +109,SalVentAttn,0.006664142962207661,0.003955788728576426,0.005389408942518817,-0.01898532929224106,0.0065569078678029075,0.005022228340378421,0.005954477487177421,0.02400755763261948,0.003572940152410395,0.0010664396118019947,0.0013091125509974884,-0.020051768904043053,0.005679761327151057,0.0005342305664609581,0.00014996598582353167,0.0002965544080917759,0.00011172927334049759,0.000521403342349358,0.00031208778043884057,-0.00023767615836918222,0.00013131344533834723,-1.2827224111600088e-05,0.00029445924312136186,0.00022484893425758212,0.00025651707470750456,0.0002960626724503257,0.00011093920089032073,0.00032965999823415527,0.00013010223311651255,0.0005023980181743104,0.00023801101868682912,0.0006923722720072245,0.0002471768695677776 +110,SalVentAttn,0.005411506334966826,0.0378433732026713,0.017146995332362077,0.016111928405083777,0.016077331523320543,0.04125093718684725,0.017803582447221848,0.02513900878176347,0.0034389937216722263,0.003407563984175943,0.0026707353060410285,0.012704364420907832,0.015109458498902143,0.0006009010511991208,0.00017567115531620368,0.00037089319936001175,0.0001597706858883601,0.0011805383339547504,0.0004216754204745027,-0.0002300078518391091,8.589715456575819e-05,0.0005796372827556295,0.0003099614149295283,0.0008096451345947387,0.00038547951267358825,0.00039222119329014317,0.00013581962499554747,0.0005054921776568744,0.00019579640549753259,0.0011065670710524555,0.0003920732056068612,0.0011259645419340104,0.00036799709203501595 +111,SalVentAttn,0.006461763171661011,-0.003603577667097513,0.005732464831141474,-0.020132723538083354,0.008381462488115696,-0.0007492982039766893,0.006640202206863002,0.019383425334106662,0.0020028036035125945,0.0028542794631208233,0.0019630569542910996,-0.022987003001204175,0.007370300702938619,0.0004831423912653232,0.0002158589763554668,0.000316920741368687,0.00019607275399903025,0.0007524077309452925,0.00040124730895986234,-0.00016622164989663624,8.633791172169002e-05,0.00026926533967996935,0.0002174836436062748,0.00043548698957660557,0.00024371413325117162,0.0003183708625667636,0.0001841279316190547,0.00027802964416325795,0.00019826962928888489,0.0005334992471270894,0.00038578167253816104,0.0006720401295284617,0.00042566487657738004 +112,SalVentAttn,0.006288163029604717,0.019478495131379937,0.009399406368969215,0.008227471326697544,0.012692989215531537,0.02377009260511509,0.009958715606679353,0.015542621278417545,0.004329091695372917,0.004291597473735154,0.0008961151563839978,0.00393587385296239,0.012101516069846587,0.0008358588983060189,0.00022662516133671582,0.0005139950735886245,0.00010889199655941807,0.001507229236719021,0.0006388090048521094,-0.0003218638247173944,0.00014300542310095095,0.0006713703384130021,0.00043758905409104995,0.0009932341631303965,0.0005441270865985741,0.0005628525961258735,0.00011853980692023243,0.0006278446484242028,0.00020168897602321795,0.0011610625107897343,0.0003935465995085506,0.0014820312423854843,0.0004969441275209304 +113,SalVentAttn,0.0065520711546125324,0.022759314107853278,0.01435947466061229,0.007176100773436334,0.012130368673670821,0.02779836886881164,0.014142218881166521,0.020622268095375308,0.004543919207805797,0.005039054760958362,0.0015945233145580522,0.0021370460124779723,0.012061928713531078,0.00035656918308020203,0.00015982201634090685,0.00010724469464373776,3.7443211552794976e-05,0.0014582992045307109,0.0005238273166784432,-0.0002493244884364643,0.0001587497990703839,0.0011017300214505089,0.000539865517585904,0.0013510545098869731,0.0005007678490574313,0.00028442419278262854,0.00020314672230985098,0.00033745183119959776,0.00019535002168767976,0.0010511757176148162,0.000259778993135532,0.001198765398379109,0.000389666579605577 +114,Limbic,-0.007917633241049079,-0.008843843962571851,0.003942951886775387,-0.029714611077409803,0.004308800525522458,-0.005321361072155306,0.0039060089508303384,0.024393250005254496,0.0024740431483432812,0.003522482890416545,0.001589980684808786,-0.03323709396782635,0.004166499781219684,8.834899336394031e-05,0.00010624949125518496,0.00010794635876500979,5.810804841726946e-05,0.000568607630546003,0.00015831685788513693,1.9597365401069488e-05,7.62335001299019e-05,0.00048025863718206276,0.00022452297110624176,0.00046066127178099323,0.00017079765830884435,0.00010288215132820966,7.100117688654768e-05,0.00010169294503321602,7.373679057195965e-05,0.0002650590416425347,0.0001239505461375058,0.00039256945030292646,0.00017284560190766713 +115,Limbic,-0.005055438437333853,-0.0033236513698285284,0.008317668315578374,-0.02567840887485815,0.008167713267193554,-0.0020355638247903096,0.007786403620753723,0.02364284505006784,0.0033766062150449357,0.001288087545038219,0.002186526003386735,-0.026966496419896367,0.00794081476492163,0.00027130747938337586,0.00018381815988001158,0.00023881030781862654,0.00023324369367841517,0.0004334810093217234,0.000346075169500394,-3.2497171564749296e-05,0.0001299375434862738,0.00016217352993834754,0.0002271467397720944,0.00019467070150309685,0.0002522006415093129,0.00022244399266218017,0.0002288835751457615,0.00024912985929730346,0.00025905303230775535,0.00035730699577787297,0.00022688073303376156,0.000389094344895935,0.000231486898200949 +116,Limbic,-0.01241823153195613,-0.01587626428905171,0.003104619609499152,-0.031921466156516275,0.003940109287271593,-0.012268373819190149,0.003789313299526852,0.01965309233732613,0.0009716524169314842,0.003607890469861563,0.0012400937555818333,-0.03552935662637784,0.0032616392557897863,0.00012474495438603573,4.928312636431844e-05,6.126027542590063e-05,4.6472526017334445e-05,0.00019953775334142777,9.764926063609022e-05,-6.34846789601351e-05,4.550140056878426e-05,7.479279895539204e-05,0.00014312083566474966,0.00013827747791552713,0.00012663082946491217,4.966391427501105e-05,5.602751811261387e-05,-8.787552309152957e-06,4.837083821165762e-05,0.00018739227167006157,0.00011002026905683254,0.00020235584789785044,0.00020863192530716775 +117,Limbic,0.0047014210147577305,0.0001865398439790944,0.007056882398909932,-0.018459986739242963,0.008234395039687639,0.0029445339826691397,0.007842488213940615,0.021404520721912103,0.0031815932013572164,0.0027579941386900453,0.0012860345698648096,-0.02121798087793301,0.007571480691125354,0.00036881866372875385,0.00033773793113379703,0.00035021581216820863,0.00023987197532781307,0.000524508699485704,0.0003357836083224929,-1.86028515605452e-05,0.0001046945514556691,0.00015569003575695018,8.688316416965144e-05,0.00017429288731749538,0.00011720868611201255,0.00033705954830201004,0.00023819321994565646,0.00040844169471236923,0.00030707371032676084,0.00048524430039893486,0.0004166131808894238,0.0004999345744351125,0.00046307430221538765 +118,Limbic,-0.0149453807889796,0.014106309235725733,0.0056221905280814865,3.994774201130369e-05,0.005167871001726419,0.02130122940478254,0.004561373217840045,0.021261281662771237,0.0024897667831134773,0.007194920169056806,0.0021287774775605593,-0.007154972427045503,0.005963496715677988,6.188562119191499e-05,2.6315422876326852e-05,1.694331023458506e-05,3.735041499740887e-05,0.0007091749296332716,0.000280585156750495,-4.4942310957329924e-05,5.953970220379679e-05,0.0006472893084413567,0.00028353745996095956,0.0006922316193986866,0.0002717748135219386,0.0001003715032035002,4.235008396183974e-05,0.00010112534141935026,4.883644573658121e-05,0.0006373969630829146,0.00024700576270550824,0.0006071646003344755,0.00030827107832162354 +119,Limbic,-0.0011039792674738807,-0.0041495853200451014,0.004805833723113395,-0.03120239399587583,0.004876891982667047,-0.003035968092196506,0.004251118837526758,0.028166425903679328,0.0034535972060718767,0.0011136172278485956,0.001717161828489933,-0.032316011223724427,0.0046108552876992885,0.0001586603958609656,8.84155359602424e-05,0.0001528476990963812,0.00013557094380168725,0.0004092602739231621,0.00029226812013528447,-5.812696764584402e-06,7.06238471799258e-05,0.0002505998780621965,0.00029145908336146746,0.0002564125748267809,0.00024885151439784585,0.00015937598949526953,0.00014159535891806479,0.00020236285234331852,0.00018805522348145132,0.0002630058622551612,0.000175094163403161,0.0003809255116338228,0.00022516035959365663 +120,Limbic,0.0040636813474975286,0.001157178119384028,0.006612488581669964,-0.024129249724660018,0.008098577243382603,0.002483569498452476,0.006415785570879224,0.026612819223112493,0.0026294469926996587,0.0013263913790684478,0.0005068099451447744,-0.025455641103728464,0.00834445851217835,4.776046727323901e-05,5.586997862491978e-05,7.461532332737608e-05,6.687573456796978e-05,0.0004449191242259953,0.00027470470850180493,2.6854856054137066e-05,2.3934755079097316e-05,0.0003971586569527563,0.0002988136182231506,0.00037030380089861923,0.0002969019135626766,0.00011464110813177441,5.0852327859292694e-05,0.00013214220094075467,8.239900382885613e-05,0.00028394948004717424,9.461900049853011e-05,0.00021453555326687024,0.00014940460892996503 +121,Limbic,-0.013554434409927619,0.08859485192101295,0.022459378594909134,0.06730489199647657,0.014177717466755791,0.09272145930066693,0.021382668564656725,0.02541656730419035,0.007414439283150026,0.004126607379653979,0.001324807736783291,0.0631782846168226,0.015223003499749754,0.0005130282589603574,0.0002448893603030861,0.0002752581205675675,0.00019035093759151142,0.0021701739343350734,0.0004443481907976725,-0.00023777013839278993,0.00012425328297024576,0.001657145675374716,0.0005604903310004367,0.001894915813767506,0.0004928213417883477,0.0003112146271246008,0.00021418605601608175,0.0005126279423208979,0.0001928537979259704,0.0018429151598952532,0.00029585642239641005,0.0021901761049074155,0.00043627098975526244 +122,Limbic,-0.010803506635399994,0.07303827748117349,0.02021273874853139,0.0475190443729389,0.018607843908258495,0.07576184302669642,0.02084746161320541,0.028242798653757516,0.004088442086291364,0.0027235655455229322,0.0009892732221306628,0.04479547882741597,0.017854802960643304,0.00037824000074460074,0.0002451216821364902,0.00028531028448368633,0.00011751673183745421,0.0007033907352755664,0.00024293891951930125,-9.29297162609144e-05,0.00013142891795593116,0.00032515073453096564,0.0003188875489810635,0.00041808045079188004,0.00024243658454987788,0.0002806845089718957,0.00010806229783925414,0.0003132712696142459,0.00013441008223161153,0.0006153304286742545,0.00023606075294179904,0.0006774816865398492,0.00018714518224603253 +123,Limbic,-0.003807428345892788,0.04306827659426671,0.008537361076500275,0.019372658501924912,0.009033674911052478,0.04346948848967016,0.00998876575319957,0.02409682998774525,0.001565820778343109,0.0004012118954034527,0.0019203841438727679,0.018971446606521458,0.007592113625951073,0.0006158825699778437,0.00019055976459818831,0.00025416429076743354,0.00012212896235282454,0.0018317242286951974,0.0003957622351835347,-0.00036171827921041013,0.00010944072199550018,0.0012158416587173537,0.0005001587556436923,0.0015775599379277637,0.0004842279837835244,0.0004754806717251148,0.00011725755163699901,0.000583738582304294,0.00011873520138495465,0.001187386260577461,0.000241156895496195,0.0015773229799252776,0.0003584796801878129 +124,Limbic,0.003112415927603989,0.0701764085969941,0.010335230354951597,0.052665204316462114,0.012254620639273628,0.07474624585011236,0.011264785531713974,0.022081041533650248,0.004579990441046048,0.004569837253118258,0.001169814614588488,0.04809536706334385,0.011503455485534282,0.0006865436746177345,0.00027772796970864646,0.0005702295271219571,0.00019233197794541542,0.001789899294528352,0.0004518213552667347,-0.0001163141474957774,9.680440881585328e-05,0.0011033556199106175,0.00043529077961447634,0.001219669767406395,0.0004536906106012687,0.000660284549206569,0.00014715304681350651,0.0007055919752603001,0.00019832024167893493,0.0012014635282409313,0.0003696761064402085,0.0015155624975886628,0.0004064042860047691 +125,Limbic,-0.010162492984650693,0.0933641404200221,0.016230663981895606,0.07571921413841651,0.011110273082367426,0.09701568048440708,0.01502502212989441,0.021296466345990563,0.005012847463198212,0.0036515400643849726,0.001471691079903343,0.07206767407403154,0.012186868604483666,0.0002930360699606949,0.00017725987502364814,0.000361383341384891,0.00022609323127608272,0.001491033486565363,0.00037011325011173876,6.834727142419616e-05,0.00011589763555262784,0.001197997416604668,0.0004235334013010016,0.0011296501451804719,0.0005147433927574427,0.0003603674213560781,0.00021804105718301644,0.00038067879935042013,0.0002024160245668571,0.000842781028545625,8.322334822657252e-05,0.0014380418086871627,6.82063661851961e-05 +126,Limbic,-0.007408678607879527,0.06310150046873317,0.01559588756874842,0.037806857374723626,0.011249361285974407,0.06594736389454248,0.01503132267195799,0.028140506519818854,0.005517970330008091,0.002845863425809303,0.0012996156552897756,0.03496099394891432,0.011634021496477001,0.0005124962682575785,0.00038189185493544495,0.0003737148124226319,0.00031135702646236567,0.0014093299613923804,0.0004003820381317527,-0.0001387814558349465,0.00011690154737282277,0.000896833693134802,0.00034198051354542106,0.0010356151489697486,0.00032716203586056656,0.00043049277968048026,0.00028921097842509103,0.0006281215841713372,0.0003274417723703907,0.0009616421584379697,0.0004215423673618702,0.0012719913990081543,0.000435138077463409 +127,Cont,-0.010684096629716108,0.13527070525722223,0.02611708395109373,0.09205795182837746,0.02774064468500969,0.13408919691231339,0.02645705683908283,0.04203124508393592,0.004343113462611244,-0.001181508344908866,0.0010103533884795166,0.09323946017328633,0.0272908642628736,0.0005585934813166383,0.00016690168994942824,0.00018248517621501925,0.00010596419408143336,0.001746889126097373,0.0003046960893856842,-0.000376108305101619,0.0001802298241845503,0.0011882956447807347,0.00017403653433741418,0.0015644039498823536,0.000288874190121069,0.0006815036294782528,0.0001382844599229823,0.0011492347212720632,0.00014837906790447574,0.0015381345705488103,0.00019143318752771116,0.001661797579948976,0.00027198601717041027 +128,Cont,-0.004929389518845032,0.04660964148925899,0.015260659325534163,0.029931972569570853,0.014425952411665008,0.049254295553838603,0.01520575086320674,0.019322322984267747,0.002582990482796012,0.00264465406457961,0.0013278867226131554,0.02728731850499124,0.014366626564744585,0.0003038197478515414,0.0001828099392737382,0.0005025543516031794,0.0002354776018449802,0.0013919771112863356,0.0003068689403902857,0.00019873460375163798,8.450662943302533e-05,0.0010881573634347942,0.00033844630690591513,0.0008894227596831561,0.000336589280461734,0.0005556471234521299,0.0002236196798880356,0.0005221195476851958,0.0002282542660704929,0.0010422031022901735,0.00023287891844414414,0.0013186174351963009,0.00025153240083138447 +129,Cont,0.002809956854254708,0.03919911620942131,0.009634580213552343,0.02043075023196239,0.009864240427138085,0.04257376742985799,0.00960128937032083,0.022143017197895597,0.0013843855321466448,0.003374651220436675,0.0009794698460084707,0.017056099011525716,0.00987320660908492,0.0007327024925695147,0.00022910107421555745,0.000504378512534287,0.0002172583280440492,0.0017046925470739493,0.00042688499349732275,-0.0002283239800352277,0.00018578776601115615,0.0009719900545044347,0.00036063625179158927,0.0012003140345396624,0.00047805532306013123,0.0006449295253109,0.00023438886661106154,0.0007753500593228102,0.00026627279324198025,0.0011821164990970078,0.00035119747210642067,0.0013250357339332996,0.0003895039254498333 +130,Cont,-0.012300221746871788,0.09749648498243235,0.023945083831088215,0.08015869795910595,0.024165090734452294,0.10297315123247212,0.024849590449307898,0.022814453273366175,0.0054367123887543375,0.005476666250039774,0.0026534182873847885,0.07468203170906618,0.022752017494571845,0.00035611942447624225,0.00020443327043281564,0.0003168106453983022,0.00010389431963079441,0.0020760171159249553,0.0005249253597882703,-3.9308779077940056e-05,0.000152804401848645,0.001719897691448713,0.0005426327892848126,0.001759206470526653,0.0005319127214836638,0.0004375565196794495,0.00011935519405463872,0.00045329422559150514,0.00013618200106868146,0.0014795191909300121,0.0002952772845754558,0.0020181683261465853,0.0004380089616299389 +131,Cont,0.0010285763552033743,0.01729687652270928,0.01158665735103994,0.0015015829539116732,0.013231844485270882,0.01986079784011936,0.01245728705236588,0.018359214886207686,0.002271035790493776,0.0025639213174100785,0.001163363007304743,-0.0010623383634984051,0.012411796844392892,0.00042656644687548705,0.00023387033835097125,0.00020012824153221588,0.0001532869563162081,0.0010723355786071754,0.0005703861242751354,-0.0002264382053432712,0.00010329582080664702,0.0006457691317316883,0.0004335750523369043,0.0008722073370749595,0.0004478822219436613,0.00022430055134490257,0.00015445609670499303,0.0003039519631116594,0.00024957171267891764,0.0006087582190433371,0.00030954355636126816,0.0009164951270230981,0.0005202818648095168 +132,Cont,-0.003632482106168374,0.06376852312638426,0.009676027877259978,0.035400900719594855,0.007988705799196884,0.06582235589203808,0.010143013173362967,0.030421455172443233,0.003999664041546724,0.002053832765653829,0.0012898837903206459,0.033347067953941024,0.00775886452156894,0.0006730583810397262,0.00011490948912423754,0.0006912421443271644,0.00014450116780958646,0.0023707564733002283,0.000450912211551923,1.8183763287438204e-05,0.00010447682392120933,0.0016976980922605023,0.0003740811981673566,0.001679514328973064,0.0003646340825703846,0.000803054970712358,0.00016701520688291294,0.0009075650285641946,0.00014370572639713878,0.0018779451419024041,0.0003985983844009009,0.0023613132473392583,0.0004488574122490165 +133,Cont,-0.004677713057032502,0.027078996046762317,0.011894671641331131,0.0081665628199866,0.014299658363595737,0.029844647099455068,0.012668531644186961,0.02167808427946847,0.004034800155369002,0.0027656510526927526,0.0022811745233160337,0.005400911767293848,0.013087952019099996,3.271499950900925e-05,3.507295324409593e-05,0.00014416684376090673,6.945775360015321e-05,0.0011673710547268623,0.0005491753071845499,0.00011145184425189746,7.747086700480343e-05,0.001134656055217853,0.0005524044490022034,0.0010232042109659556,0.0005119641547459373,0.00018728474498030945,0.00011636610298711031,0.0001890703796389781,0.00011770401049294456,0.0006888622310821324,0.00031165291378130284,0.0010017913909329047,0.0005074126545679532 +134,Cont,0.005366290650210957,0.03407728588332302,0.009200761912466542,0.011264026274062266,0.007072479061283242,0.03728211277215303,0.009230570219221303,0.026018086498090766,0.002664534802123133,0.003204826888830015,0.000750879207779955,0.008059199385232252,0.0069785339410602795,0.0012676170326525904,0.00037257626228789134,0.0009354808378754465,0.0002847519226473891,0.0017820840882064148,0.0003382238505560846,-0.000332136194777144,0.00021591625078648435,0.0005144670555538245,0.00029196978082713477,0.0008466032503309684,0.0003429734981937305,0.0009578661677583034,0.00026501815339651023,0.0010021772944855956,0.00029611810438423834,0.0015199005033489366,0.000437060271643283,0.0016537337816550312,0.0004301714296358105 +135,Cont,0.0033339469707598752,0.03580274224308757,0.0118545522669572,0.011123750603458516,0.009062777370969404,0.03688769636866422,0.011592491752688528,0.025763945765205708,0.002966688199474743,0.0010849541255766536,0.0014130844846350246,0.010038796477881862,0.009357616584282778,0.0004994460099361664,0.0002265554076274132,0.00045692085940953755,0.00017112072310128553,0.0012062893195933233,0.00026657443382405556,-4.2525150526628865e-05,0.00017998329578532328,0.0007068433096571569,0.00029009442665159775,0.0007493684601837858,0.00030489719813724944,0.0004561428415367663,0.00016566477129619455,0.0005085035680871819,0.00015596254791569661,0.000839117923885735,0.00019841675871810313,0.0011148014647649473,0.0002471045127165828 +136,Cont,0.005973920736040497,0.06534100832665919,0.012028724840273734,0.03910696456727301,0.01198144454523547,0.070203069180876,0.012785287733712767,0.031096104613602994,0.003558527557499222,0.00486206085421681,0.00145122663498585,0.0342449037130562,0.011291937734282598,0.0014394072771858335,0.00017572572157731553,0.000903615906835209,0.00018904994385758015,0.0024224463448788034,0.0002953810699414852,-0.0005357913703506245,0.00022556978462957584,0.0009830390676929702,0.0003006888025584136,0.0015188304380435945,0.00038931896568095755,0.0009206784039038629,0.00019174393027456696,0.0010388562610617936,0.00017076783982616366,0.002220629703329391,0.0002609494867682606,0.002334840882237299,0.0002917681291199096 +137,Cont,0.004448283587723881,0.033930116812954034,0.012951464190815526,0.004917599665321792,0.014265803428425858,0.034048348667186604,0.013737869261358886,0.029130749001864808,0.002135010876220767,0.00011823185423256443,0.0011455742811055753,0.004799367811089228,0.0134023406507052,0.0008410514730588181,0.0002515700605479436,0.0005413156577693367,0.00015111680371284882,0.00122950265465529,0.0003958631957862321,-0.00029973581528948136,0.00015239083874154111,0.00038845118159647196,0.00033230427931605255,0.0006881869968859533,0.00035849547542078137,0.0005634312434851463,0.00016380231454842398,0.0005526685248073093,0.00016460087515239336,0.0011193513168507474,0.00030584987816681495,0.0011815380749732984,0.00037484150127636986 +138,Cont,0.003887920224647181,0.0547810107017785,0.01689476691743443,0.030074861165612865,0.016933800842423043,0.05734958359275801,0.017596016189251273,0.027274722427145147,0.0013701600810232559,0.002568572890979515,0.0020946234634252343,0.02750628827463335,0.01620918725385027,0.0005296247982560897,0.00031183441482260865,0.0004218377653744554,0.0002880193476676639,0.0012026407541207318,0.00048449073593636325,-0.00010778703288163438,0.00017470598065375445,0.000673015955864642,0.0003893846317790955,0.0007808029887462764,0.0005101286170954679,0.0004066703048273723,0.00028744447780461107,0.000438177379307092,0.0002985859483188332,0.0009341451251752897,0.0003976395465567584,0.0010618912739020381,0.0003557233346207619 +139,Cont,-0.00021206455426974583,0.05045420389740758,0.020856458593442557,0.022221998514135134,0.016456058176788847,0.05129374511298792,0.01951251775856598,0.02907174659885279,0.004035191633755,0.0008395412155803416,0.0019673712381991994,0.021382457298554793,0.017739223723994883,0.0007596318810163316,0.00025464107378297474,0.0005166961440820961,0.00022424966715576313,0.0012905405710270212,0.0003746936958494632,-0.00024293573693423554,0.00015277932097450673,0.0005309086900106896,0.0003366173624162752,0.0007738444269449251,0.000444331668362719,0.0006160627498101423,0.00016600069332533372,0.000705453493029129,0.000176457553222843,0.0010136693273715691,0.0003287072629834934,0.0011384538927393217,0.0003745169707535903 +140,Cont,0.005023237051229995,0.03360319795963078,0.006755980642366256,0.023789457960180883,0.00931320901680157,0.03852576933210496,0.008032010500702314,0.014736311371924082,0.0020132768785538395,0.004922571372474182,0.0015300988090714619,0.0188668865877067,0.007968418665988618,0.001297884868736654,0.0003412440448874516,0.0012899865261221332,0.0004184668896775287,0.0021942722346415034,0.0006256197041798572,-7.898342614520714e-06,0.00022164272318301494,0.0008963873659048494,0.0002935670042096095,0.00090428570851937,0.00038926635502365634,0.0013273029803566594,0.00040597538808302133,0.0013352553050354431,0.00040706257327363334,0.001806363448620396,0.0004861761856326168,0.0019850619131473123,0.0005061047867129258 +141,Cont,0.006102823722477438,0.03532636207375217,0.01337790375838082,0.022454119707927035,0.014867474523903343,0.04237550745973484,0.014495088414232872,0.019921387751807806,0.005641180840564608,0.007049145385982669,0.0016505803182100829,0.015404974321944365,0.013374629662824565,0.0008406286293406451,0.00024021863692640221,0.0005725349605150809,0.00020263482815354486,0.0018966264903204299,0.0005241262594025582,-0.00026809366882556417,0.00015252879236553029,0.0010559978609797848,0.00035276966308831067,0.001324091529805349,0.0004549411407215043,0.0005788904404920858,0.00020039622064303312,0.0006909053222546868,0.0002607447966060658,0.001650602299678372,0.0004306819681345032,0.0017874767631425258,0.0004951037045666652 +142,Cont,0.00605460348168675,0.04691443544830609,0.011648286256646594,0.031068127065684847,0.013249224226800315,0.053297377615123584,0.012642708938608917,0.02222925054943874,0.002293257581152689,0.0063829421668174955,0.0012724232579374565,0.02468518489886735,0.012276435323561123,0.0012002557559994908,0.00035897207692254184,0.0007624972863908175,0.00025104114608663316,0.0025770527165239975,0.00044630573209023243,-0.00043775846960867335,0.00014958116079635556,0.0013767969605245067,0.0001989170430022975,0.0018145554301331802,0.00029760503879636526,0.0007884971629074534,0.00023883717818768237,0.0009366004268008376,0.0002646271805911037,0.0020116437983673796,0.00036600127860998905,0.0023007672155411106,0.000307627729953551 +143,Cont,0.0051304890191069125,0.02643094086016875,0.017838909509787865,0.007155402085120444,0.016286217467504978,0.028848544555997835,0.018036716666851128,0.02169314247087739,0.004363616090231555,0.002417603695829085,0.0015666387179551192,0.004737798389291359,0.0158032409719851,0.00022241519784595986,0.000145968116457825,0.00010982219781032753,0.00012849068320312638,0.0004879679274815141,0.0004995154111366846,-0.00011259300003563233,5.2383544581356054e-05,0.0002655527296355542,0.00038409202588880455,0.0003781457296711865,0.0004146428952851032,0.00010802825594611321,0.00013340694898898977,8.826368390635331e-05,0.00019054687598429204,0.00028778684482764214,0.00026145287334938583,0.00027086316998969906,0.000455850614115882 +144,Cont,0.005913231036405563,0.05249145039236329,0.02095714957798614,0.03559978910830408,0.021116404750738012,0.05681439721216419,0.0214097592157473,0.02121460810386011,0.0035917413060195776,0.004322946819800899,0.0015006408936314509,0.03127684228850318,0.02051532954474818,0.00037310850840179823,0.00013105559354331707,0.00014019469312418487,0.00010871565982331275,0.0020651524397749645,0.00045168350314910233,-0.00023291381527761333,0.00013924390663195698,0.0016920439313731662,0.0004594214013670725,0.0019249577466507795,0.00045703035135102806,0.00016494424558524123,0.00010274449242132844,0.00044923284781721583,0.00017015038685352745,0.0016823604032310425,0.0003313287335291239,0.0017667461979812503,0.00047705180966129356 +145,Cont,0.0054896332461982535,0.06092666484576348,0.01743532451344542,0.040258397601572196,0.019019284919065856,0.06454747870109698,0.01863171893388532,0.02428908109952479,0.0023216528651028513,0.0036208138553335046,0.0013764644785881116,0.03663758374623869,0.017854371418653814,0.0004380896420154823,0.0002252014499200936,4.718590707699644e-05,3.268168986986683e-05,0.0015735492281919062,0.0004609168610309826,-0.00039090373493848584,0.00023397497389772423,0.001135459586176424,0.0003622286326587287,0.0015263633211149096,0.00046070293928952827,8.869054433431333e-05,4.521855838722091e-05,0.0005284838528198055,0.000156106892381567,0.00154026702251,0.00043254195505922484,0.0015131392828341638,0.0004659588886879792 +146,Cont,0.002759413317149068,0.0388096662468169,0.01057113635752719,0.015597292312365063,0.009810963100020421,0.04061004215960433,0.010861043057331224,0.02501274984723927,0.002862989577381874,0.001800375912787433,0.0010097312563583,0.01379691639957763,0.00941303905567387,0.0006044409654746951,0.00019813256023408412,0.00025496954125776573,0.00012304178314645286,0.0011186140375682775,0.00045204541595808643,-0.00034947142421692945,0.00019545177149693776,0.0005141730720935822,0.00039926980517859524,0.0008636444963105117,0.00046429639797950016,0.0003155219882325255,0.0001317615401847965,0.0005535055998606264,0.00012444780647067743,0.0012304088356900555,0.0002831084915204381,0.0011085837155737853,0.0003511487246363165 +147,Cont,0.006054586087887975,0.03418106262346417,0.00851595587448875,0.016116941710531553,0.010105686998037303,0.0379290363315143,0.008908678506891907,0.02181209462098275,0.0037943077825683836,0.003747973708050134,0.0014241475119887072,0.012368968002481417,0.009376108138234108,0.00025845991870445675,0.00013635779722713016,7.496893603835542e-05,6.709338789873889e-05,0.001322187127837804,0.00042217299517272055,-0.00018349098266610132,8.313122554916196e-05,0.0010637272091333471,0.0003289328015144454,0.0012472181917994485,0.0003966787493748361,0.0001220477558728561,4.72621984435144e-05,0.00030529263571268397,0.00010705987602597814,0.0010982342425758906,0.000361018604761565,0.0010870931336588007,0.0003734035134668771 +148,Cont,0.005936867150588976,0.04623377848522607,0.009677034773683802,0.02231667263652266,0.009318295956895978,0.049675741099895344,0.009551156488309632,0.02735906846337268,0.004400908847817993,0.0034419626146692693,0.0012558269600319247,0.01887471002185339,0.008903796356692832,0.00041903121089634785,0.00013784051564587384,0.0001789627709516184,8.501978230585274e-05,0.0016360643183371605,0.0003937082846107061,-0.00024006843994472948,0.0001292849538943367,0.0012170331074408125,0.00032497344408323486,0.001457101547385542,0.00042217383508606716,0.00023164941037572272,9.946671118972026e-05,0.0004327448983151738,0.00011837634026555257,0.001457943069425638,0.00025982649826651133,0.0014528182606028616,0.00031757391179421086 +149,Default,0.006088701453760788,0.03233955614757054,0.012994689164604317,0.02007467771233682,0.016006000556054143,0.037091966142142586,0.014211421904093307,0.017017288429805766,0.004493645945657498,0.004752409994572049,0.0014021959808805144,0.01532226771776477,0.01490533111818277,0.0013793975993984463,0.00027849465354102014,0.0010821508006237045,0.000175781052239114,0.002409541432277518,0.000504654601054604,-0.0002972467987747418,0.00017389422732300958,0.0010301438328790713,0.0003595496794718378,0.0013273906316538131,0.00045810960428642835,0.0011498740999321688,0.00019928838948411084,0.0013370072529395038,0.00026795999270911317,0.0020613390393385165,0.0003128138535593861,0.0023543448139999867,0.0004283324721938338 +150,Default,0.006025220237459412,0.05789174264212884,0.01629253079290145,0.04260240456493085,0.018656385001724087,0.06257256035363738,0.01636629173667618,0.019970155788706534,0.00497022253364394,0.004680817711508545,0.0008324392715047856,0.037921586853422305,0.018763538588188175,0.0013538191422727275,0.0003011123638158811,0.0011444781371726664,0.00024842293066418936,0.00255912201802484,0.00038139476447520077,-0.00020934100510006104,0.00018071868195258112,0.0012053028757521122,0.0002631795759197747,0.0014146438808521733,0.00035730929168384406,0.0011990196319442425,0.00026736137728049914,0.0014020577189651328,0.00027188296063965304,0.0020483245042488773,0.0003495453723523475,0.0023852003649187602,0.0004061575776050275 +151,Default,0.003669783800580672,0.05258974381406598,0.025480968357988226,0.03635583130405675,0.022483417087498108,0.05791431749839508,0.025267704461168296,0.021558486194338332,0.004461554596207648,0.005324573684329104,0.0007462906393881164,0.031031257619727647,0.022612799552217327,0.0006363925119133417,0.00039482848543302105,0.0004049710809756801,0.00023600687136083784,0.0016146251983760295,0.0007549296490960956,-0.00023142143093766166,0.0001615391404127132,0.0009782326864626878,0.00040100271206488093,0.0012096541174003495,0.0005347226959683657,0.0004620255309632615,0.00024831384119181163,0.0006007201947002105,0.000317760703930433,0.0013011233051586578,0.0004924895348259486,0.0014530110210192238,0.0006640801431494451 +152,Default,0.005985473186418404,0.03588214472887767,0.006470014954141637,0.014211780579410504,0.008814603657402383,0.039089197505720465,0.006099954311223453,0.02487741692630996,0.005464078501742981,0.003207052776842789,0.0013820228513964554,0.011004727802567716,0.008604841956154172,0.0012357340598179612,0.00023454193816266195,0.0010194885063803173,8.838051094875224e-05,0.0022939758588799153,0.0004946613170599082,-0.00021624555343764397,0.00021534482231741028,0.001058241799061954,0.00030083903595938473,0.001274487352499598,0.0004381559379608019,0.0009928330006209406,9.802805554534102e-05,0.0011725498779795672,0.0002320272245783673,0.0018975219579154823,0.00045296540780735234,0.002083803641675419,0.0005487600133971995 +153,Default,0.002453341771361871,0.06084458555809811,0.014655532178357224,0.03780726357371626,0.015057948429101648,0.06506133483533623,0.015175024208403982,0.02725407126161996,0.002270941549822924,0.004216749277238118,0.0014999615107740545,0.03359051429647815,0.01445020565063664,0.0007464167976142466,0.00024398377522454054,0.0003685712637602201,0.00019924776780240322,0.0020494201475428353,0.000634137016247677,-0.00037784553385402655,0.00011501916169173193,0.0013030033499285888,0.000534131119553386,0.0016808488837826152,0.0005731183738985935,0.0005888029864297595,0.00014006931397364373,0.0007435594752793096,0.00014044006657832188,0.0015337271943923092,0.0004459709069418277,0.0017618690293958572,0.0006082420723215984 +154,Default,0.006322816017301001,0.04166118766066864,0.008696662986068696,0.036341684915838404,0.012142865073015765,0.047909273087065586,0.008897738985791052,0.011567588171227184,0.007906827433402248,0.006248085426396943,0.000633541237757792,0.030093599489441458,0.01188823531469514,0.0009162388215612438,0.00036398620084150235,0.0006274823343029423,0.00023431772717548145,0.002958111470575164,0.0006694738652583127,-0.0002887564872583015,0.00014289043853290195,0.0020418726490139204,0.00048593101325439356,0.002330629136272222,0.000538553739924861,0.0008641326290608875,0.0002690064029856285,0.0012601721011711088,0.0004883952270221662,0.0019781539826902337,0.0006650676161908926,0.0025066528791451103,0.0007250485675799111 +155,Default,0.006308550437037547,0.053967174831344764,0.01520244693052205,0.05167942260891405,0.018692675096309987,0.06155065443544756,0.015484566822664532,0.009871231826533511,0.0047556158607382736,0.0075834796041027944,0.0006104410336411238,0.044095943004811254,0.01850330699174897,0.0011062495566610097,0.0003732145892095703,0.0008414389556739233,0.00028781355677178535,0.003495083776079144,0.00047137229501663234,-0.0002648106009870865,0.00010640726414937841,0.0023888342194181345,0.00033710234350597544,0.002653644820405221,0.0003316334080305376,0.0010636239081614374,0.0002818824142971853,0.00140370335393607,0.00040090466520330243,0.00270868886035982,0.0006158543170013982,0.0031390681698048708,0.0006334751033038364 +156,Default,0.006227382708162179,0.04153383822577883,0.005520663016722318,0.0309118912809933,0.008409600785499065,0.04753123053487085,0.006225238059895761,0.01661933925387755,0.003905415754391424,0.00599739230909202,0.0016870071202262978,0.02491449897190128,0.008165099988846142,0.0008730941589340623,0.00024206939324120536,0.000502347044126128,0.0001509850820729448,0.0027806609279488414,0.0004524139459254841,-0.0003707471148079344,9.966691111227355e-05,0.001907566769014779,0.0003146074577223553,0.0022783138838227135,0.00037528897179441506,0.000632506634367025,0.00014698092710955997,0.0009051034089217813,0.0002711654421151383,0.0022283293810530626,0.00037468521935766846,0.002577946361168948,0.0004736218204352716 +157,Default,0.005988033409462963,0.041701311486538106,0.01135878135677806,0.025731854425404176,0.010915104836022553,0.047489422561167796,0.011415896522223263,0.021757568135763617,0.002698694399756849,0.005788111074629687,0.00118179195192151,0.01994374335077449,0.010850033574256552,0.000837112383268579,0.00024787641525465706,0.0004940223354569451,0.00017494284098321187,0.002286670113842204,0.0005808138554735884,-0.0003430900478116339,0.00014072199320428583,0.0014495577305736252,0.00038969954199192305,0.001792647778385259,0.0005025912005155483,0.00048102979307087514,0.0001684107484541485,0.000720427051390482,0.0001980477026756752,0.001725522427582793,0.00041168541078208783,0.0019080513066226158,0.00047652069943240774 +158,Default,0.005880494247810086,0.019830631792901364,0.0033389227237623272,-0.002914774910663587,0.006993754838479102,0.022355086599250472,0.005027853591581647,0.02526986150991406,0.004448384713311215,0.002524454806349108,0.0021632189006096283,-0.005439229717012694,0.004955064859671491,0.0005197872440670936,0.00016159466845032695,0.00019143566077159946,0.0001499987646508066,0.0015551296181357754,0.00039894410347692845,-0.0003283515832954942,7.735012661038184e-05,0.0010353423740686817,0.0003291693023098202,0.001363693957364176,0.00038323612873414245,0.00022476998481251175,0.00013516047517549552,0.0004191794973607443,0.00016145491970071248,0.0014252714093324847,0.00033717685972519914,0.001306941839900877,0.0003443302082820543 +159,Default,0.006193084286808428,0.059191582721534554,0.00988317320184651,0.043641897859054944,0.012106630884680905,0.06613480788581869,0.010302992875239137,0.022492910026763745,0.003226732585554282,0.006943225164284139,0.0017587547486381937,0.036698672694770805,0.011581701728141498,0.0008341941763729599,0.00019577269895675804,0.0005048181808140039,0.0001450367461304783,0.0028513802443956406,0.00035802669786192797,-0.00032937599555895594,0.00011156618803073269,0.0020171860680226806,0.0003301517221119876,0.0023465620635816364,0.000403793469028536,0.0005646338057344602,0.00017718897179732412,0.0008482998935829267,0.00018735121783534155,0.0025477875605838473,0.00027920280072273013,0.0026173273980618196,0.00035724252391587804 +160,Default,0.0043382243107541905,0.031874413292679746,0.015689652695207192,0.013781633085533462,0.013401371211099838,0.033859363710085154,0.015520605267103318,0.020077730624551694,0.002745639155444941,0.0019849504174054068,0.0013002964945164812,0.011796682668128056,0.013485493701084237,0.0008585981578045799,0.00024423499771237666,0.0005025688133716733,0.00018193351026634248,0.0013449930283788714,0.0001445898329977589,-0.00035602934443290657,0.0001129672838038358,0.00048639487057429155,0.00015076233400677567,0.0008424242150071981,0.00016748282751200932,0.0005579797570212763,0.00017460440256829887,0.0006348171808416403,0.00023241222106428727,0.0012275216827749124,0.0002329953930905486,0.0012079044210135282,0.00020342959320755166 +161,Default,0.005942529958055935,0.018997144862624403,0.006457699942575564,0.011190460961855098,0.009859767913259017,0.02371127437434526,0.006156452356742261,0.012520813412490162,0.004586328242953862,0.004714129511720855,0.002156046479098164,0.0064763314501342425,0.009414138716476962,0.000706459602605869,0.00019639909958514397,0.0003410426220422869,8.243663932780564e-05,0.0017978643898030056,0.00035149107937550676,-0.00036541698056358207,0.00012212869530507417,0.0010914047871971367,0.0003175091593656885,0.0014568217677607188,0.00031159680048408866,0.0006722757623848663,0.00018160783827911377,0.0008057600059229397,0.0003326153517311574,0.001379920289654102,0.0004813912150633505,0.0014874189061544918,0.0004263192631319716 +162,Default,0.006412276995728564,0.05790000018896968,0.009910438692885703,0.050816974655571355,0.015131859355090163,0.06565550355879464,0.010347428839200866,0.014838528903223281,0.006378638287165712,0.007755503369824957,0.002148631077871755,0.0430614712857464,0.014002151168071712,0.0014770979169575372,0.00033066974809684333,0.0007748726828967989,0.00023710167914250399,0.003300527839704981,0.0006745874445018984,-0.0007022252340607382,0.00015278230529421454,0.0018234299227474437,0.00038249373606322954,0.002525655156808182,0.0005220770217932005,0.0008896343938294748,0.00021219405135933749,0.001207756424094586,0.00029816159021779566,0.002657116717182717,0.00042644107568172484,0.003096515138416844,0.0006226815735411605 +163,Default,0.006379131947092842,0.044104170523366945,0.015030484194595472,0.03333640220752114,0.018783231839226425,0.05154048803460878,0.017210191889034294,0.018204085827087636,0.0036921334679574174,0.00743631751124183,0.0025381493645058916,0.025900084696279312,0.016810068283954278,0.0010718497055204113,0.0003461378997515734,0.0007205085681621926,0.0002025232468555627,0.0026484375317902265,0.0006879476054064568,-0.0003513411373582187,0.0001486366981668217,0.0015765878262698151,0.0004001592948332505,0.001927928963628034,0.0005214242899726815,0.000951181614826968,0.0002605784749248493,0.0010634861167858167,0.00038562177876175224,0.002271452723593792,0.0007107570163852254,0.0024402623076609673,0.000711053263809107 +164,Default,0.006297017968121614,0.05004935821732679,0.01368590529130241,0.0349845747377304,0.01632162284182127,0.05742469959164394,0.014691689167814525,0.022440124853913536,0.004590108481026405,0.0073753413743171455,0.0022981222183226023,0.027609233363413255,0.014921259734381319,0.0011183365248215837,0.00024220632732552236,0.0006595507403083234,0.0001414835879588398,0.0025267068826244853,0.000550406645612292,-0.00045878578451326036,0.00017578725703693208,0.0014083703578029016,0.00034499616438863695,0.001867156142316162,0.0004762155554600489,0.0006939389521516404,0.00012508924616674074,0.0008663328935110571,0.000247448149054442,0.0023081706360767117,0.00047140189134428965,0.0023028269113499976,0.00048553103927527215 +165,Default,0.006533138956348834,0.02956800762275973,0.012289194850490143,0.013027650910994826,0.01613937100323359,0.032480003987710206,0.012993574034229925,0.01945235307671538,0.004189950390518385,0.0029119963649504753,0.0019257553098959769,0.01011565454604435,0.015104332499791153,0.0006591242787643114,0.00026522506445153516,0.0004407398578806676,0.00019981467759602801,0.0018740654274244316,0.0007217091997326746,-0.00021838442088364384,0.0001038739401538511,0.0012149411486601202,0.0006049794949197251,0.0014333255695437642,0.0006371340546966827,0.0005915878157046084,0.0001819212276597372,0.0007188965902362954,0.0002923165357603484,0.0014728398544928023,0.00045586085657776595,0.0017158195613922623,0.000556112683857896 +166,Default,0.006116880337483744,0.04839755267814585,0.012017972993736546,0.027032078482074985,0.014326217814386694,0.054688320626996245,0.01284165776311496,0.02765624214492126,0.00360298307478103,0.006290767948850395,0.002008493249026941,0.02074131053322459,0.013103939937098963,0.0006628547048021626,0.0001707211535467172,0.00032496057965503145,9.991499754647808e-05,0.0018013025615715161,0.00041890056421296296,-0.00033789412514713125,9.556177403104431e-05,0.0011384478567693535,0.00031262191120440947,0.0014763419819164847,0.0003860244764372061,0.00033991703932922945,7.651653226570422e-05,0.0004581388260252783,0.00019817636452258987,0.0014049387007098791,0.0003569230799731171,0.0014550004270670325,0.00036117936760289647 +167,Default,0.0018528150668164003,0.0027967125690275376,0.008917632962100382,-0.018409620969642826,0.007139268828165185,0.004477777863096955,0.008628233144503776,0.02288739883273978,0.0021745767664204385,0.001681065294069417,0.0007422673632922447,-0.020090686263712243,0.007320758867230246,0.00048617980468468325,0.00028172647281468014,0.0002533016854543879,0.0001514143613354734,0.0006271785577594225,0.00036454266332842136,-0.00023287811923029534,0.00014027010659340515,0.00014099875307473919,0.00032213420188968023,0.0003738768723050345,0.0003123487437077778,0.00026703665481278007,0.00014523335565687186,0.00027951782249304726,0.00018618145404967896,0.0004181380558696546,0.00025278939568903905,0.0004918217143774939,0.00032833797630529306 +168,Default,0.004726690564101104,0.006613565511986397,0.007782633102696098,-0.016062102899970076,0.007270680194431571,0.006302416051576975,0.007379982650581954,0.022364518951547053,0.003723537524012724,-0.00031114946040942113,0.0017006722713309172,-0.015750953439560657,0.006937510807948553,0.00041893103247769847,9.331902971849326e-05,0.00040576654529944634,9.725899628686709e-05,0.0008130911022889542,0.0005781215338533081,-1.3164487178252138e-05,7.781803639655797e-05,0.00039416006981125574,0.0005606806535090483,0.0004073245569895079,0.000513688849393047,0.0003903528469709983,0.00010287728097185986,0.0005337018603821964,0.00018726975325161264,0.0007816423403072426,0.00038587484711425453,0.0008330001076384486,0.00045996700141463754 +169,Default,0.006108118709185252,0.01898610724418035,0.008515847096910839,-0.0028032518255697745,0.009639018577643703,0.020607554057207024,0.009529361929605119,0.023410805882776796,0.003227586609762613,0.0016214468130266724,0.0015656497504311583,-0.004424698638596447,0.008269728671830184,0.0015844951556081232,0.0003577855529229868,0.0013029046170402125,0.0003751548137474021,0.0021477173400054504,0.0005170954135596186,-0.0002815905385679107,0.0001665710743370321,0.0005632221843973273,0.00034184221358376344,0.000844812722965238,0.0004510521388567335,0.00127825829465118,0.00036401418346436747,0.0013858667430455718,0.0004521779243588236,0.002005279898050727,0.0006064696098801381,0.002046755436304992,0.0005585162226748776 +170,Default,0.004304361827347726,0.03912882511405802,0.012408454612509438,0.028904104009409504,0.01583029796974386,0.043402314116121984,0.014118456313704359,0.014498210106712484,0.003243970373448057,0.004273489002063968,0.0021714373280773513,0.024630615007345535,0.014159798537073054,0.00029740161815321463,7.855731028588062e-05,0.00040092275177039394,9.736742957459278e-05,0.00102686372646148,0.00045179716533130473,0.00010352113361717929,9.384220848777671e-05,0.0007294621083082653,0.0004326590581895003,0.000625940974691086,0.0004166739267455697,0.0005829807131155995,0.00014480160345608744,0.0006810263320056631,0.00019208667447289586,0.0008443731151291489,0.0003065077052697209,0.001017860952811933,0.00035707185267106297 +171,Default,0.005435273702613462,0.023331130642579946,0.007509360459783698,-0.00037419014412281014,0.006584511670238757,0.02368061370642942,0.007408965051396772,0.024054803850552232,0.0019288264935978217,0.00034948306384947615,0.000422780565896735,-0.0007236732079722863,0.006630820850083485,0.0006885758688313758,0.0001950911222181955,0.0005138101873906509,0.00010720492091809035,0.0010709433191204542,0.00048095419842197857,-0.000174765681440725,0.00014964995441030192,0.00038236745028907837,0.0004750390860140972,0.0005571331317298034,0.0004982876314102951,0.000523823749903607,0.00010296071281614766,0.00052040617318867,0.00012268141232242273,0.0009441705219254803,0.0003177442531108673,0.0010962050255477252,0.000472259397204935 +172,Default,0.0023833590726210353,0.027790114688772728,0.009653597861391947,-0.000649840183044903,0.008582526182327696,0.026092521152196936,0.009458888916214226,0.026742361335241837,0.0027907157895246493,-0.001697593536575792,0.0013513542885714254,0.0010477533535308893,0.008522208098251218,0.0002303781000596361,0.000166831695063575,0.00023868168464122875,0.0001469653365380343,0.0009283899868353318,0.000403871990769506,8.303584581592638e-06,9.247447967833856e-05,0.0006980118867756957,0.0002799247859247421,0.0006897083021941031,0.00033269008633193614,0.00030660022503257165,0.0001080772218748244,0.0004322005729088918,0.0002541289195952969,0.0006628107629652602,0.00033822854573026067,0.0008843984220124445,0.0003934231874329919 +173,Default,0.0028097595900616504,0.05774276277997668,0.019186907851018474,0.03045305833916394,0.01814785684893939,0.05690029001002521,0.019404275458981792,0.02644723167086127,0.0043613115504234825,-0.0008424727699514634,0.0017711050573248452,0.031295531109115406,0.017609219247128136,0.0007131984677258396,0.0002963281268049977,0.0005952550782577948,0.0002068670616809576,0.0013657625998261037,0.0006451711007170129,-0.00011794338946804483,0.00012836274150512851,0.000652564132100264,0.0004099042527357347,0.0007705075215683089,0.0005202434226055787,0.0006110509187188696,0.00020657236525191124,0.000759392399151504,0.0002626854535687873,0.0010955440712171916,0.00046727115339947835,0.0012968263089535137,0.000597554535339542 +174,Default,0.0032060628706294626,0.03908719291503959,0.013042416913027394,0.011016789941295957,0.012786131730431579,0.03798123986036726,0.013628228500285802,0.0269644499190713,0.0036359325857709458,-0.0011059530546723372,0.0008718368132205547,0.012122742995968295,0.012054226267106453,0.0004151693310546989,0.00013141972969977036,0.00023857799892090803,9.165760349846394e-05,0.0010338985644592568,0.0005133979233950098,-0.00017659133213379085,0.00011800398936084243,0.000618729233404558,0.0004407928300006967,0.0007953205655383489,0.0005197444216386534,0.00027576423813651106,0.0001115467072751681,0.0003403362486348982,0.00016249012436451302,0.0007215589353236629,0.00037589723171288037,0.0008644460594176451,0.0004449171043735785 +175,Default,0.004712111821064167,0.016735724497953575,0.008962613651803073,0.004378495796810511,0.011643807798984298,0.021098861078541975,0.00936662782034436,0.016720365281731465,0.002994260828121735,0.0043631365805884,0.0012140896433329282,1.5359216222110562e-05,0.011036932090219874,0.0002414139117522529,0.00010994416107512947,0.00020136755222417425,8.851700038957807e-05,0.00114125139809651,0.0004018687285328115,-4.004635952807867e-05,0.00010408193453296721,0.0008998374863442571,0.00037703013943169713,0.0009398838458723358,0.0003146084763729293,0.0003413148019242973,0.00016643730874510855,0.0003998481779405205,0.00023957088173078475,0.0007706233940859119,0.0003842135732882278,0.0010162598073534923,0.0003522918105051009 +176,Default,0.0059642165239320545,0.025235909095138752,0.010823324754338668,0.008927668551591661,0.006986770513400092,0.028528675884422407,0.010373863990615035,0.019601007332830746,0.0051953538437206565,0.0032927667892836522,0.0020967287468405846,0.005634901762308009,0.006969554303702134,0.0008430080953172991,0.0003654049714190612,0.0006578732602658954,0.00021538426734993684,0.002071430678634201,0.00037998400679192947,-0.00018513483505140372,0.00017077460640664091,0.0012284225833169016,0.0004054655763548453,0.0014135574183683052,0.000360101493724202,0.0007617767477078319,0.00019960975406500912,0.0008153754767839638,0.00018432591380942705,0.001448567438045645,0.000272887421767334,0.0018370937963942513,0.00024576311786214905 +177,Default,0.006128757823193012,0.056300190997052815,0.016319708361188203,0.03728758259110691,0.016001302328194644,0.06231933835085257,0.017187572489724745,0.025031755759745655,0.004455207298106328,0.0060191473537997585,0.0016857442302530552,0.03126843523730716,0.0148840745632665,0.0010991257078213136,0.00043384964127722277,0.000804347704817876,0.000299860309147158,0.002568109020148901,0.0006277699898889817,-0.0002947780030034375,0.00015450179683749933,0.0014689833123275875,0.0005374554139062722,0.001763761315331025,0.0005937855991193819,0.0008111763080590695,0.0002757325034553755,0.0010178371520689123,0.0002753147769407796,0.002339342070770467,0.0004886773688604247,0.0024751683024331283,0.0005210226942789269 +178,Default,0.005862356701739995,0.016845281006203326,0.007489570778293808,0.0016208428246679673,0.009861262308644696,0.019508297548530763,0.008345505021272839,0.017887454723862793,0.0041752476456961415,0.0026630165423274345,0.0017086810559118917,-0.001042173717659467,0.008906206213436277,0.001146300414345558,0.00042547102842705077,0.0008835873486360945,0.00026565700710452794,0.0016353139820201035,0.0005940456900925199,-0.0002627130657094634,0.00021499545960453268,0.0004890135676745456,0.00031144308126750895,0.000751726633384009,0.00037097519755952506,0.0009033169668089203,0.00027615599769853266,0.0009892694881210584,0.0003282025530069151,0.001336667062175434,0.0004485477791045056,0.001553798512786342,0.0005651993419740497 +179,Default,0.005812969091928109,0.01926758605719685,0.0116249296294181,-0.006398346778939157,0.007067647546217882,0.021475310955314186,0.01096213620272072,0.027873657734253342,0.006074163822523162,0.002207724898117336,0.0017929725555507262,-0.008606071677056492,0.00739015847807753,0.0007196212609350994,0.00031716558303678243,0.000492159379686452,0.0001828810806502938,0.001103316909408858,0.00018719985846084154,-0.0002274618812486473,0.0001509289476922449,0.0003836956484737586,0.0002262905182871144,0.0006111575297224059,0.00010672707744219755,0.0004583843525075793,0.0001745332668958318,0.0005347187715692536,0.00016206580087004305,0.0008652217869914658,0.00016606268354293308,0.0009855048408099255,0.0001066106671816256 +180,Default,0.004771036133559216,0.019208734167405095,0.007147212075117046,-0.009755867167524145,0.005961022166528117,0.018848856152356985,0.006709911604197567,0.02860472331988113,0.002718682502887328,-0.00035987801504810957,0.00066368846873092,-0.009395989152476036,0.006392946472276055,0.00030331198323672035,0.00010142203824747098,0.00013932211210196944,4.210445351239219e-05,0.0007420863215447992,0.0001364513100986824,-0.00016398987113475094,6.732283172618615e-05,0.0004387743383080789,0.00014986724740762884,0.0006027642094428298,0.0001353668891392991,0.00014936825940286002,4.815601232922099e-05,0.00025731522026621877,9.628795955401984e-05,0.000430360101208227,0.0001428799664141272,0.0005391240540876697,0.00015312698972655292 +181,Default,0.0056156224620553755,0.03296324232745351,0.012048108608960703,0.013641659880977142,0.014149114136832966,0.034667501041293014,0.012890335366455728,0.02102584116031587,0.002706969270881892,0.0017042587138395016,0.0009143379827563807,0.01193740116713764,0.013324087034264409,0.001257585612930301,0.0003350475573323147,0.0010094243050149166,0.00024909891832801113,0.001839655442837329,0.0005235260284535737,-0.0002481613079153844,0.00019407827680839726,0.0005820698299070281,0.0002480907503292284,0.0008302311378224125,0.00036049399651135166,0.0010081451244634554,0.00024266212945780013,0.0010449784449017897,0.00029674075361203983,0.0015351820279922324,0.0004022107435267534,0.0017154146013892424,0.0005392622074685538 +182,Default,0.0030670344904501316,0.01741023620802402,0.0098037958520579,0.0026718561893652737,0.0108206075187365,0.01970169511955695,0.01033506023361692,0.017029838930191676,0.0031360167848712606,0.0022914589115329287,0.0010851533250227049,0.000380397277832345,0.010051844931212098,0.0005971037846902449,0.00024304637286838446,0.0004464031933604895,0.00018755094447132494,0.0009487555614660304,0.000614744854265135,-0.00015070059132975543,0.00010782360548190379,0.00035165177677578543,0.00040319158043900785,0.0005023523681055408,0.0004832954379872424,0.0004606590973159186,0.00021288213378685872,0.000544344551843734,0.0002595468814474209,0.0007813374288094588,0.00039318576712139266,0.000761692957638771,0.0005858341813031676 +183,Default,0.005093400755229677,0.004473064049502895,0.006706058385738257,-0.013399582050857384,0.00796938296829791,0.006346803790513089,0.006675314846136008,0.01974638584137047,0.00441758076252777,0.001873739741010194,0.0013292024715827445,-0.015273321791867578,0.007557904766151228,7.550473680111303e-05,3.4243787227984945e-05,8.713505028417057e-05,3.939840851256338e-05,0.0006478597277799869,0.00022038718792822997,1.1630313483057542e-05,6.417009440163316e-05,0.0005723549909788739,0.0002375890127723084,0.0005607246774958164,0.0002132015889229305,0.00019545877480913186,5.150384972525705e-05,0.00022853350753839762,9.014272820782753e-05,0.00038094863631634726,0.00015007262609715338,0.0004938002484105919,0.00019821195866562936 +184,Default,0.0003213686383457976,0.0534292291129258,0.02163039372083819,0.034638256545481846,0.024471829584140632,0.056161973023792375,0.021899695602619264,0.02152371647831053,0.008506014040594116,0.002732743910866575,0.0024427528307000954,0.031905512634615274,0.02343044030159639,7.063376652105546e-05,4.855356584369446e-05,0.00012821626019532406,5.3661875878502146e-05,0.00103974149152104,0.0003839480344460565,5.75824936742686e-05,4.780917891154608e-05,0.0009691077249999846,0.000357755629397966,0.000911525231325716,0.0003323172171837116,0.0002034531358047431,4.624462848056436e-05,0.00022471886297659172,8.78553394008897e-05,0.0007051799608716713,0.00023209185666054626,0.0009580531157456163,0.00027097474743153805 +185,Default,0.004855969533395814,0.006298919330091324,0.010429520086739348,-0.009835708999663772,0.00910129784492576,0.008961784077643031,0.009930482139525977,0.018797493077306805,0.0024676204007430765,0.0026628647475517076,0.001525108853135296,-0.01249857374721548,0.009271824109643952,0.0001636951873016601,0.0001518285126254455,0.00017461512578709204,0.00015987767282040865,0.0003140890861980328,0.0004101059735778276,1.0919938485431935e-05,4.444600206549641e-05,0.00015039389889637267,0.00039209555502886805,0.00013947396041094073,0.00040523723490273346,0.00017590334075174853,0.00016463670816433716,0.00014952568795891796,0.00019108335273740858,0.00019230286628717507,0.00023337644284414686,0.00022353270082942078,0.0003172562557452341 +186,Default,0.003756673735315797,0.0153256884475113,0.0071698304114244426,-0.009226557710094707,0.006510714699563684,0.015283464086528208,0.0070468120730269364,0.024510021796622917,0.0014218479075941647,-4.222436098308968e-05,0.0015182395291993456,-0.009184333349111617,0.0063952985131888644,0.00021931610299248395,9.973226496741506e-05,0.00017435544430981497,8.451572557538994e-05,0.0007130519534942703,0.0003093328714925282,-4.4960658682668965e-05,8.017953237336889e-05,0.0004937358505017863,0.00025116790479709034,0.0005386965091844553,0.0003107587531906829,0.00027424571394425447,9.674729085155569e-05,0.0002855357208553011,0.00010727258247822204,0.0005117620234663889,0.00023150783126537602,0.0006147692912890524,0.00027562030442285153 +187,Default,0.0021326775741254615,0.012560654459468768,0.0038212712955056584,-0.01208790906606505,0.0063420840916275575,0.01291552051051179,0.0044297904903385895,0.025003429576576842,0.002465957895399602,0.0003548660510430235,0.0008365781355370551,-0.012442775117108073,0.00568825605905961,0.00030081886847384,0.00014338717351371457,0.00016361262948956236,6.175542606875814e-05,0.00043481570702379456,0.0003379858294229576,-0.00013720623898427764,0.00012029057534062374,0.0001339968385499546,0.0002882355912280961,0.0002712030775342322,0.00033367752180354574,0.00016477021451442032,5.152587490413852e-05,0.0001063674697855177,6.0441268952705396e-05,0.0004214668409165068,0.00018020731141374764,0.00042173856779279537,0.00019611911845441446 +188,Default,-0.004354453258190034,0.07032736727909772,0.01149699211119512,0.037754274494921414,0.013685800308927501,0.07127879317410017,0.011790218290683014,0.03352451867917876,0.005875018946810165,0.0009514258950024557,0.0030013203310614166,0.03680284859991896,0.012293235921121656,0.0004035289937621256,0.0001865256014094087,0.0001604607512776024,0.0001495909260700997,0.0006133882646217614,0.0004669059112765693,-0.0002430682424845232,0.0001422981854706729,0.00020985927085963584,0.00033674565595761744,0.00045292751334415906,0.0003606567297325908,0.00017700764355201847,0.00013957744203412978,0.0003090281063612421,0.000204682721748433,0.0007531230478878825,0.00042189086072822216,0.0004911493315135962,0.00044098705589777854 +189,Default,0.003703423205345668,0.03286023237346216,0.009695331981772427,0.006730025446871735,0.007333652143262668,0.03238746452825645,0.008284246961140702,0.025657439081384716,0.00624629289446737,-0.0004727678452057127,0.002637168955805291,0.007202793292077447,0.006941731360664035,0.0002296033932809083,0.00010770206322893788,0.00011023252284190211,6.035185908767171e-05,0.0012044963361393713,0.0004918511831559251,-0.00011937087043900618,9.183216426694447e-05,0.000974892942858463,0.00048759935401686256,0.0010942638132974691,0.000461929329736981,0.00013706888875502087,9.175204814269718e-05,0.00032247613417160095,0.00023171510818386328,0.0007136856761573273,0.0002914666409133294,0.0009512013557849252,0.0003634837099240146 +190,Default,0.0052767313878572955,0.034547091275818856,0.007112093895526567,0.01663205922276818,0.007294337949570614,0.036683660172942535,0.0069105652227582645,0.02005160095017435,0.004085686266324183,0.0021365688971236806,0.0017471921864906155,0.0144954903256445,0.0066421838101918375,0.0004331515682406417,0.00018815206941448108,0.00026595310920760615,0.0001718335835257032,0.0021046067238013498,0.000522438829876301,-0.00016719845903303553,0.00011233080179477819,0.0016714551555607083,0.0004392275309568988,0.0018386536145937437,0.0005087100613410554,0.000312714537221459,0.000164056931112626,0.0005850183136169917,0.00022292352565912303,0.0011922635005671145,0.00036683636570690426,0.0015429861174625526,0.0004139786654108017 +191,Default,0.004074466305575645,0.0546060247395995,0.00929480510234799,0.034346094687039884,0.01461581297363391,0.05739705942389206,0.011149540939969619,0.023050964736852177,0.005135059958330251,0.002791034684292559,0.0030604973368418917,0.031555060002747326,0.012122291907248579,0.000422877948315481,0.00017857137137044862,0.0003031031808473639,0.000134934588862286,0.0017256504669265426,0.0006335284034917844,-0.0001197747674681171,0.0001400032233706643,0.0013027725186110616,0.0005700993450123656,0.0014225472860791787,0.0005854837982015093,0.00030776538313146415,0.00014133217126868517,0.0005603963027852599,0.0002500033974536511,0.0012559369986705037,0.0004696499441098791,0.0014468414520067753,0.0005293446055297736 +192,Default,-9.326576492228288e-18,-0.012344804756469596,0.0035127877148976713,-0.02622292001083366,0.0035962519912695755,-0.009460342502540287,0.003711299914984073,0.016762577508293373,0.0019475706280353779,0.00288446225392931,0.0010444269012908052,-0.02910738226476297,0.003919097690394074,4.517146909714942e-05,4.297900293754748e-05,1.349079161094835e-05,5.2749329228625515e-05,0.0002270557369268511,7.814073550317327e-05,-3.168067748620107e-05,5.193468574740026e-05,0.0001818842678297017,4.4101159483380404e-05,0.00021356494531590275,8.67684728020537e-05,1.0061460970733904e-05,5.524200767175214e-05,3.0778070716941388e-06,9.96145436968322e-05,0.00013420324402624306,0.0001256029081251935,0.00023054798832367052,0.00010957281683530821 +193,Default,-0.010694438436094507,0.09777678054712172,0.025226185564493186,0.06592422333447497,0.019561625935951447,0.09796060512149676,0.024614717140561727,0.0320363817870218,0.005326683633385166,0.00018382457437504662,0.0026266215522378913,0.06574039876009992,0.020067299158468728,0.00015747005489636924,6.730005738097002e-05,5.120428020790602e-05,5.02666376621624e-05,0.00046040511908338464,0.0003541287213895754,-0.00010626577468846321,0.00010790631397539255,0.00030293506418701546,0.00033466178730648464,0.00040920083887547866,0.00037142372280286244,7.935772537253083e-05,6.418616400832065e-05,9.270399190881573e-05,6.491118126935704e-05,0.0003787830362302902,0.0002447423890856848,0.00021865141820680555,0.0002914907347308851 +194,Default,-0.006992222138119048,0.11102064226879596,0.027078008782658904,0.07191653642032247,0.024420595141873804,0.11358033884519014,0.029001238990780394,0.04166380242486767,0.005018117916361479,0.002559696576394188,0.0030511637416631844,0.06935683984392829,0.022505094897018643,0.0001963156826367607,0.00010747197511659916,0.0001244724765989247,6.194385125760443e-05,0.0006987408793365235,0.00041567548780175283,-7.1843206037836e-05,0.00012889280097735286,0.0005024251966997628,0.0004318156385536624,0.0005742684027375989,0.00044680039886583594,0.00010662153553389064,6.498774195985433e-05,0.00015685984647153539,5.9714729419693176e-05,0.00029147383792860193,0.0001562403607102743,0.0003356123426121016,0.0003367242593774331 +195,Default,0.0029784937046033254,0.016256915824551067,0.005208204758074984,-0.0031095018523116915,0.004431384415936932,0.016426497681126896,0.004245470635777358,0.019535999533438587,0.0015998994361407029,0.0001695818565758289,0.0012393036809662972,-0.00327908370888752,0.005378257138828633,0.00025987962080227246,0.0001526041270416288,0.000141583182705185,0.0001287236442637294,0.0005324791606464929,0.00027392745386745266,-0.00011829643809708745,2.65023622349739e-05,0.0002725995398442205,0.00023743525148075718,0.00039089597794130795,0.00023827408829204738,0.00023863795580336689,0.00010634859430700501,0.00032133698900280725,0.00015385682195237995,0.0003957704377469673,0.0001879364421062266,0.00036716273630093,0.00017343374451557077 +196,Default,0.0028360426903200836,0.044344553219034744,0.005602512036881806,0.026293840559886483,0.008028048564445002,0.04624521498359933,0.00487203485990251,0.019951374423712843,0.005736785619808497,0.0019006617645645819,0.002901262141268347,0.0243931787953219,0.0067568373838740045,0.00031727422495124723,0.00017141443469459789,0.00023705551122608082,0.00015828522097029204,0.0011312775682878363,0.000488859941103539,-8.021871372516642e-05,3.515134364943978e-05,0.000814003343336589,0.0004065056378573317,0.0008942220570617553,0.00043843852907311245,0.000388311841597111,0.00018583348128887848,0.0005455681873695495,0.00024667582003696587,0.000731551507856687,0.00031785807833049787,0.0009833392886896774,0.00043569244255617937 +197,Default,0.005118392088832541,0.04126362891548976,0.007786874789585162,0.01472462223546942,0.005680247912385672,0.04106314936778175,0.008072536343625343,0.026338527132312328,0.0028012444668423014,-0.00020047954770801012,0.0008363195958422952,0.01492510178317743,0.005498234202175954,0.0008047027936488593,0.0001249151491031587,0.00048799978764926257,8.910342217763014e-05,0.0014672831625028638,0.0003795987167289133,-0.00031670300599959675,7.478001216222954e-05,0.0006625803688540044,0.0003409831264466589,0.0009792833748536011,0.0003904703488116614,0.000538092730715678,6.457324442908043e-05,0.000658202169327371,0.00011821790521792167,0.0011457878128773302,0.00022798716882735867,0.0012484691409974324,0.00029706441936266383 +198,Default,-0.0005192891819260321,0.06681476935222337,0.04039586685019701,0.03508903651749069,0.038078860649716155,0.06737334418151678,0.04222592242449962,0.03228430766402608,0.004901138523832621,0.0005585748292934011,0.0024147636382043434,0.03453046168819729,0.036210066887869215,0.00044227696794871816,0.00019684248666819372,0.00027173963276714284,0.00011428288810093502,0.0008320827627636529,0.0004370356728601044,-0.00017053733518157532,0.0001189435369085369,0.0003898057948149347,0.0002844427980343715,0.00056034312999651,0.00036521502167655503,0.0003748415907621094,0.00014894273487776235,0.0004890441560035264,0.00016126189902378237,0.000788221264492317,0.00026892208784304203,0.0008192747544663482,0.0003425167799188274 +199,Default,-0.0028368510392744396,0.07477289236886549,0.020646568458148273,0.047492715653993954,0.016904171346967964,0.07779210477010785,0.02086792314027255,0.030299389116113896,0.006013742557335527,0.003019212401242366,0.001772303713930961,0.04447350325275159,0.016575331245350267,0.0004639945219931496,0.00026881193259019705,0.00038052448163250485,0.00020032586472414475,0.001917356772614487,0.00047818868441995625,-8.347004036064476e-05,0.00014137091386342573,0.0014533622506213372,0.00039029355682839936,0.0015368322909819821,0.00031606846456832014,0.0004680011864344191,0.00020736153472289707,0.0007317331763142976,0.0002788532855985839,0.0012952591969448424,0.00042523625311679804,0.0017474135272800729,0.000560113878984626 +200,Default,-0.00305071770731016,0.12869727303389258,0.018728981182513104,0.08339537259821621,0.01472575664367853,0.12757442975790448,0.017823828585056812,0.04417905715968826,0.00825481262302925,-0.0011228432759881057,0.0019627502928162045,0.08451821587420431,0.014775198502053877,0.0004067581739350734,0.00018221666019753988,0.00020410360739941957,0.00013322529360082066,0.0015299976564282724,0.0002865882408704703,-0.00020265456653565384,6.221184554089757e-05,0.001123239482493199,0.00014987349606467525,0.0013258940490288528,0.00016382983913650718,0.000304353223233722,0.0001218029066855099,0.000510259732598084,0.00013402739299768975,0.0010574079239802137,0.0002785387710840584,0.0012757067481840023,0.00031843969213661777 +201,Vis,-0.01750095315577613,0.07866404202931646,0.018578399954783578,0.04476637119074929,0.022177643966404766,0.08323424914085083,0.020210407767299772,0.03846787795010154,0.003182689536643454,0.004570207111534374,0.00259028363518567,0.04019616407921491,0.020537721078012758,0.0002666158025703247,0.000104948276424219,0.00023052559581044908,0.00017020636295609002,0.0007323809785917846,0.0003823829146547062,-3.609020675987562e-05,0.00019310790305751956,0.0004657651760214598,0.0004121089052065887,0.0005018553827813354,0.00024282906214624726,0.000292218613290629,0.00017366209353304887,0.0003782392938021628,0.00012383225774388615,0.0007795125633400124,0.00018891331426638738,0.0008093163255752156,0.0002719367211716957 +202,Vis,-0.01824029290064957,0.0726445719106757,0.025446193969727974,0.040670784776335345,0.02608142715305364,0.07710385108521103,0.02712292450936741,0.03643306630887568,0.002935786501535123,0.004459279174535325,0.0020171887573284114,0.03621150560180002,0.024497006552457366,0.0003038153433034152,0.00015693001058280897,5.803984578616195e-05,3.517146743038445e-05,0.0003729399109489107,9.866090308227704e-05,-0.00024577549751725325,0.0001267866366837369,6.912456764549547e-05,0.0001679771046851604,0.0003149000651627487,9.879109452375152e-05,0.00025557766075374745,0.00011346063959665674,0.0003448182636831554,9.802442115383512e-05,0.0005266691898618391,0.00011529232616689485,0.0005069214705287095,0.00012007307520083423 +203,Vis,-0.01926649136176625,0.08784818746828996,0.019554694812160822,0.029882073569726143,0.01434495916759954,0.09226020180658442,0.02167641906486296,0.06237812823685829,0.008426804520998765,0.004412014338294479,0.002670297179968297,0.025470059231431662,0.012277883082712732,0.00024006438691706044,0.00011633491300615129,7.810836104944485e-05,3.931325380948832e-05,0.000430953903865916,0.00019784331868256722,-0.0001619560258676156,0.00012068057003548967,0.0001908895169488556,0.00023703112843410706,0.0003528455428164712,0.00018168840100782032,7.029134943432602e-05,3.6589260670773444e-05,0.0001554480152418547,3.358740826982637e-05,0.0003634936529315791,8.664907200128142e-05,0.0005607392793222532,0.0001494702836656498 +204,Vis,-0.020400988966313562,0.06105416028223816,0.013542949604699825,0.015769929648930935,0.008393743497989763,0.05951560387635506,0.012935917119591814,0.043745674227424126,0.009029729220719044,-0.0015385564058830957,0.00157987901090358,0.017308486054814033,0.008311330228281563,0.0003513423819222483,0.00014826164581335213,0.00011051582588654796,4.767207593846827e-05,0.00042527226811113207,7.759703761937323e-05,-0.00024082655603570037,0.00010395407979234947,7.392988618888374e-05,0.00015792449065101763,0.0003147564422245841,8.005900177060641e-05,0.00013466663946370971,5.45077991889072e-05,0.00021618271896715058,9.506565792687589e-05,0.00048618219834331013,0.00010077751640278546,0.0006234095215960078,7.469605148016458e-05 +205,Vis,-0.018409881427777684,0.11676769974570929,0.01563503662220722,0.08536761297729682,0.01798538900407548,0.11871798770055944,0.01662556714632394,0.03335037472326261,0.0032431922782865806,0.0019502879548501495,0.002741598539669214,0.08341732502244667,0.017019369505192315,0.00040224389393312966,0.00016564399489196012,0.00017891754253833713,9.625766730846173e-05,0.0005996732240826752,0.0002461951779058575,-0.0002233263513947925,9.856174261052524e-05,0.00019742933014954556,0.00018745610211715077,0.0004207556815443381,0.00021324864572079365,0.0004045309566769628,0.00015322927047249453,0.0005334383726710579,0.00019405674940062,0.0008143740097932284,0.00024020178539879274,0.0008864807065635638,0.00023753171789412067 +206,Vis,-0.02131367505209781,0.05446930447524012,0.013944011013136807,0.02955221041350011,0.014341423374084958,0.06273001160385447,0.016467425393114164,0.033177801190354364,0.00295068706503341,0.008260707128614353,0.0036545765941381446,0.02129150328488576,0.01214824919942732,0.00019718315844161616,9.948740906676294e-05,0.0001368819749125283,9.13900777373512e-05,0.0001803510298262978,0.00020513730017795819,-6.0301183529087866e-05,4.495087225677927e-05,-1.6832128615318354e-05,0.00015188420646122526,4.346905491376951e-05,0.00014444558946459827,0.00018756202477447913,0.00011326357129786209,0.000242089368965126,0.0001622254022553971,0.0003055691969780394,0.00012202624886224055,0.00038043194942929406,0.00020300346283845403 +207,Vis,-0.020257125310765175,0.08899962771674104,0.015590455646343414,0.04293928075686162,0.012039708226110437,0.09010534266142897,0.015358021985747922,0.04716606190456736,0.006015393358089441,0.001105714944687941,0.0015459912859963492,0.04183356581217368,0.012577528110998038,0.0005640535183527584,0.00025436778702591853,0.00023845971254283783,0.00011246401577357895,0.0006911650796618485,0.0003109661490607424,-0.0003255938058099206,0.00015679989395752013,0.00012711156130909007,0.00019883111970328408,0.00045270536711901067,0.0002352045184428503,0.0002730464320288339,0.00013052833485822503,0.0003406264029230499,0.00015344615286801995,0.0007912080705148705,0.00029782104583484507,0.0009429696627018203,0.0003009111123327108 +208,Vis,-0.01854967197202156,0.07124658729355335,0.006657507905868172,0.03738791287908978,0.011643931962912833,0.07797708516557404,0.008053287025522082,0.04058917228648427,0.003982685978973636,0.006730497872020691,0.0031738844337597743,0.03065741500706909,0.009807614764956736,0.00026544144643732005,0.00012088605427208315,0.00010246139227483297,4.299184989522977e-05,0.0004325909402886019,7.987585826758267e-05,-0.00016298005416248706,9.354125668007191e-05,0.00016714949385128187,9.308014482230277e-05,0.00033012954801376894,8.314852093622582e-05,0.00017549114236705687,7.980225229082517e-05,0.0002160337294620618,0.00010600760812158459,0.0005054132977210468,0.00011531898615681219,0.000613777543269145,0.00011931139312999912 +209,Vis,-0.020817558721653126,0.06670943119987571,0.016136299037052652,0.02074527041952612,0.014690426329735932,0.06524685919754594,0.015929469977601345,0.04450158877801982,0.0027868689835900376,-0.0014625720023297762,0.0025165888492925457,0.022207842421855896,0.014919350316458585,0.00024488300140086406,0.00010002909119544182,0.0001609468368751088,8.33421279028593e-05,0.0005888897808851379,0.00018997638704231593,-8.393616452575525e-05,4.8571766689721306e-05,0.00034400677948427384,0.0001573565163513455,0.00042794294401002906,0.0001553011311013212,0.0002838138646017452,9.720722552465665e-05,0.00037406442979186493,0.00014125137542917395,0.0007079500708765174,0.00019267919895013527,0.0007407711364114444,0.00021635663064423105 +210,Vis,-0.01621546797581621,0.11501363780716078,0.019430362088679622,0.057160176103955185,0.01203167127979412,0.11547218887139518,0.01768168306178968,0.058312012767440004,0.006246091984995688,0.0004585510642344026,0.001986272857307635,0.05670162503972078,0.013854375974444506,0.00033322165897358146,0.00010546806465620902,0.00013936893593753387,5.360373190904967e-05,0.000620591398972814,0.00024628997752514396,-0.00019385272303604762,0.00015130419246234963,0.00028736973999923256,0.00022744045787728487,0.00048122246303528016,0.00023846921291008927,0.00012900730219445045,5.946606197542872e-05,0.00039212738523768386,0.00017939931049968766,0.0007990572627059711,0.0002582610982627453,0.0007396400544048109,0.00023882252169783968 +211,Vis,-0.017661213396259794,0.11463624020853862,0.012937742013031567,0.13734569724450846,0.01845705603975991,0.1771285752349222,0.01793796393038223,0.03978287799041373,0.01071095354600998,0.062492335026383586,0.007874565516028578,0.07485336221812489,0.010902990320197465,0.00035592224692386764,0.0002489890678920856,0.00014048664830581536,0.00013056149409834843,0.0005219851062371328,0.00044569814783228554,-0.00021543559861805228,0.00012048009049168996,0.00016606285931326515,0.0002405625243335568,0.0003814984579313174,0.000326534550084372,0.00037833990499342996,0.00016069058438583956,0.00036716940107959226,0.00017510595748928377,0.0005589084851383541,0.00039008283272729677,0.0006399903073694979,0.00041117082478153466 +212,Vis,-0.01763501931844531,0.1032519356909662,0.013018927616053912,0.048170926827731095,0.00914420110993723,0.11417217506546425,0.013303703879349663,0.06600124823773315,0.012480626135551655,0.010920239374498042,0.0027404152829126147,0.03725068745323305,0.010518073881761066,0.00044427417755921184,0.00020384241918431462,0.0001612754483428569,6.922509793906464e-05,0.00044651032262594815,0.0001167912583805307,-0.00028299872921635496,0.00015981458142489243,2.2361450667363057e-06,0.0001630274384598655,0.0002852348742830912,7.164530187264087e-05,0.00015862797170902444,9.751689979020932e-05,0.00031193471662294137,0.0001388098317080739,0.0005844454863965121,0.00019776819734189182,0.0005900350850711166,0.00015834591954140429 +213,Vis,-0.016083078725878077,0.12643907776593163,0.02064417995309174,0.06631477478372913,0.013544465110742879,0.12941384596470445,0.020169477989898228,0.06309907118097532,0.008575154975745531,0.002974768198772826,0.0016515400086678214,0.06334000658495631,0.01371278538333275,0.00024034418150455927,8.567253189567172e-05,0.00015535663178103398,0.00011475271268040068,0.0005310928733558651,0.00036038467837948025,-8.498754972352529e-05,9.345717762017926e-05,0.0002907486918513058,0.00029968191641079755,0.0003757362415748311,0.0002636112196140655,0.0001370611954748746,0.00011674897944785739,0.00022605101006505367,9.243840772776722e-05,0.00039320124076465125,0.00020897344824338292,0.00029355756447762004,0.0003040677855068745 +214,Vis,-0.00851855168154201,0.08642977389672561,0.02048502510417525,0.04280628566620901,0.017323160945603506,0.08662834383392684,0.021028056509763,0.04382205816771782,0.004958861020629225,0.00019856993720122063,0.001726968840602635,0.04260771572900779,0.016596463093650808,0.00014686043205629494,7.977026136129745e-05,0.00010850566559124086,7.91179162655934e-05,0.0005852888793520528,0.00029810131801177864,-3.835476646505409e-05,8.252442907471127e-05,0.0004384284472957578,0.0002561382425237153,0.0004767832137608119,0.00024997417433686296,0.00011943942190053569,0.00010326903238239786,0.00016774217136918956,0.00010781411465462891,0.00029143290054769457,0.00016197134982997156,0.00023733511910810633,0.0001799829714886048 +215,Vis,-0.016587621571470843,0.07653262747950909,0.015238288087757111,0.05589418863928317,0.0197892674500392,0.10702539293277553,0.018162140771142317,0.05113120429349236,0.006596600062017299,0.030492765453266447,0.007181584807534445,0.025401423186016726,0.015236539839070787,0.00010744554600201628,8.768153800371733e-05,5.000146624329904e-05,3.774926924079783e-05,0.0003106857646878014,0.00020895760309395223,-5.744407975871724e-05,5.345678195258932e-05,0.00020324021868578512,0.00017456130629584087,0.00026068429844450236,0.00020012892714338167,1.67091911730477e-05,3.9281332655509386e-05,0.00014746286040416833,7.477286327492474e-05,0.0003747545999806423,0.00014892625039259898,0.0004766116359139705,0.00020735319027570865 +216,Vis,0.0033200607290234294,0.019445614046944226,0.013044384094647445,-0.004235012211712674,0.008774246484811676,0.029144403303432175,0.012070424678948238,0.03337941551514485,0.003956358101201291,0.00969878925648795,0.002459176831913402,-0.013933801468200623,0.009629663407704329,0.0004036575590663949,0.0002361078553711772,0.00020464315839436865,0.00013550407202036018,0.0006955645627425122,0.000472813540528561,-0.00019901440067202625,0.00014969078791479896,0.00029190700367611735,0.00041116327658393857,0.0004909214043481436,0.0003805952819589975,0.00019893339141110466,0.00011786171424568784,0.00029733910101239493,0.0001676827755809566,0.0005612507091046881,0.00027536463751529154,0.0006969023898083293,0.00043644405133476356 +217,Vis,0.003581963556704651,0.01261719932204799,0.013007757728203395,-0.01808028896792291,0.005833101327138087,0.013350288047193803,0.012310947531238306,0.031430577015116715,0.006813978642398639,0.0007330887251458141,0.001984186458493731,-0.018813377693068723,0.006505281644499178,0.0001588157050759653,0.0001163074406085322,0.00010532200430031224,6.241911319571287e-05,0.0005311655731161435,0.00045428042145234936,-5.349370077565307e-05,8.509156083360859e-05,0.0003723498680401782,0.0003954830186338735,0.0004258435688158313,0.0003949354585610438,9.320197553444042e-05,6.548769874468084e-05,0.0001905249384906771,8.573339915640174e-05,0.0004078416798360074,0.00028530266727147514,0.00031862208392903214,0.0003123299213099854 +218,Vis,0.0003248299079434862,0.050621382404563396,0.006666761591040475,0.0220164611818227,0.01342482472906451,0.06675520824591555,0.011320556633409718,0.044738747064092844,0.006207352859102582,0.016133825841352145,0.008451086753831659,0.005882635340470554,0.005548103345149395,0.0002471626668734128,0.00026196203423583045,0.00016139009646665148,0.00010892988281281446,0.0006192214790071038,0.00029919775703997575,-8.577257040676134e-05,0.00016376284676206137,0.00037205881213369095,0.00031702579388225434,0.0004578313825404523,0.0002522929980151933,0.00016519018036351696,0.00011152371044780219,0.00028849704667637254,0.00010246441132148692,0.0005385429992168511,0.00021523908666752734,0.0007617430987024498,0.0002594002610531375 +219,Vis,0.0037486358130757826,0.02280582433398819,0.011578796221106547,-0.013256203088197726,0.005991788929841735,0.022392982015356843,0.01059583447419541,0.03564918510355457,0.005866382065977303,-0.00041284231863134566,0.001171607484037134,-0.012843360769566381,0.006873887758299698,0.0002381992380244613,0.00019712397291653534,0.00021930196700321592,0.00010288890749041403,0.0004699866793681284,0.00029199411888435327,-1.889727102124539e-05,0.0001542301855685338,0.00023178744134366713,0.0002595479111687372,0.00025068471236491254,0.0001959820934361683,0.0002440272757026518,0.0001051701957026964,0.00034459148866601287,0.0001352286582210139,0.0006245959221236497,0.0002306295647139842,0.0006348960259773051,0.00026864507777916974 +220,Vis,0.004595133181792532,0.026488732935987525,0.012895483977109653,-0.007447715458282178,0.009790213722835938,0.02534433979007613,0.012873491227275314,0.03279205524835831,0.003565566318745641,-0.0011443931459113933,0.0011317270467148077,-0.006303322312370785,0.009781119807370706,0.00044878917819690667,0.00031010677184268876,0.00029362875174219203,0.0001764716988073943,0.0009825582579239488,0.0006334809813482094,-0.0001551604264547146,0.00014071050848658408,0.0005337690797270423,0.000416456757912065,0.0006889295061817569,0.0004778014367861299,0.00030005070632004304,0.00016339253315605592,0.00038775641232908776,0.00020036085874645135,0.000815155568900372,0.0004645414472185515,0.0008639220918876366,0.0005652953234120033 +221,Vis,0.003800530612882598,0.04293874666991375,0.015879689230042914,0.01471984334816132,0.010027172300087492,0.054520775066867165,0.016043742618860938,0.03980093171870584,0.0067883949867924955,0.011582028396953414,0.004168479060827742,0.0031378149512079068,0.010908735328901874,0.00038199773628317947,0.00030516194998041245,0.00022954496162075344,0.00014894065930417172,0.000853588915458281,0.00042109094271490586,-0.00015245277466242603,0.00016206025799650703,0.0004715911791751015,0.00026787538032287323,0.0006240439538375275,0.0003026792859968892,0.00023505263395990906,0.00012701973133884698,0.00031205711481061547,0.00017579470208584755,0.0006030397020324374,0.00039150508142687213,0.0006710742529397962,0.00034966839550790635 +222,Vis,0.0038394104750381444,0.052773963473116914,0.024818682009075294,0.007607898479463748,0.012545801306645293,0.05122708236800235,0.02440949525959816,0.0436191838885386,0.01682770944996315,-0.0015468811051145615,0.0006763940194551343,0.00915477958457831,0.012931132719386099,0.0005317249037478655,0.00023188419798976628,0.0002661914304231905,7.983696103261927e-05,0.001036110850262273,0.0006212700108211887,-0.000265533473324675,0.00016922353809772494,0.0005043859465144074,0.00047691638223289895,0.0007699194198390824,0.0005436440336763593,0.0002557411963558298,7.116531881974479e-05,0.0005775752920541555,0.00018999958755025026,0.0010794951646840635,0.0004843159014913329,0.0010493475953071486,0.0006434476608049494 +223,Vis,-0.008831367144566223,0.08674094759816427,0.035517051728230366,0.040729114746048144,0.0194759406755795,0.09736993186450811,0.0370332269733403,0.05664081711845996,0.019585272663390964,0.010628984266343844,0.0036114802791667126,0.0301001304797043,0.017319315258772332,0.0004510789490769218,0.00022213839911243628,0.00016370464080817104,0.00010939685664676402,0.0005769892531642285,0.0004583644751447483,-0.00028737430826875077,0.0001398134836436882,0.00012591030408730662,0.0003301340351221835,0.0004132846123560574,0.00035385404795527025,0.00018136362239153935,0.00010803098484934378,0.0003410268488937884,0.00016280799766149807,0.0006984442873766428,0.00037743831702053126,0.000625028230164526,0.0005000323545209208 +224,Vis,-0.011803960519734471,0.11321517853888188,0.02754864043198245,0.08858372424237575,0.027358004062256032,0.12054072642217165,0.029583763554341776,0.03195700217979589,0.0034040257440778295,0.0073255478832897625,0.002060851243065823,0.08125817635908598,0.025342165601318398,0.0003443521583033515,0.00022184756891101815,0.0003615589399088348,8.795903409610847e-05,0.0009238937710652539,0.0002647781271749868,1.7206781605483278e-05,0.00015549048187913256,0.0005795416127619025,0.0003531878713623436,0.0005623348311564191,0.0002526263394577999,0.0003919421129242373,0.00010553029789636438,0.0004130351627922968,0.0001342679898927102,0.0009346788540674389,0.00019282924562409487,0.001014511590641276,0.00019154152921922773 +225,Vis,0.005934389328745651,0.02100103609526278,0.011898697895308875,-0.0008479635631783334,0.010408003448623842,0.02480627056914577,0.012642260839214896,0.025654234132324105,0.003526194159160892,0.0038052344738829904,0.001958580709437736,-0.0046531980370613235,0.009311136507903744,0.0007219227922221849,0.00021942630831482378,0.0006204704202145139,0.00023321404582480064,0.0010500464308161428,0.0006040393448908455,-0.00010145237200767098,9.738037159410307e-05,0.00032812363859395787,0.00046075710223911903,0.0004295760106016289,0.000531894636118559,0.0006465634796133157,0.00024776045828139225,0.0006502619917983177,0.0002614794458475759,0.0010214792739242195,0.00040885868924890183,0.00092083953415798,0.0005017744298560248 +226,Vis,0.005459904099029386,0.021484987422598634,0.016619976458424734,-0.010311144084397327,0.011186192260078304,0.021395796880601205,0.01630214246988197,0.03170694096499853,0.0061409881014163606,-8.919054199743037e-05,0.0018972509474179569,-0.010221953542399898,0.011161178451127577,0.0003178943986739347,0.00010568201164179776,0.00015896608638004127,0.0001158301665682224,0.0005757884816631753,0.00036367462518481296,-0.00015892831229389338,8.582809189294203e-05,0.00025789408298924064,0.00029612974683729953,0.00041682239528313404,0.0003136584306217094,0.00021661588448591563,0.00015034631189648733,0.00027061857730292793,0.00013862669243934307,0.0005607769945934482,0.00025335735716534613,0.0004107563861545094,0.0003021967150729069 +227,Vis,-0.0021230102664165926,0.05177568665395207,0.025899513117924808,0.0335794274337309,0.02382166156085648,0.05754851148706504,0.026966255786711687,0.023969084053334134,0.004579720273937768,0.005772824833112966,0.001426700348809755,0.027806602600617937,0.022676576471461273,0.000730874702784634,0.0003614695077178863,0.0006329788156421046,0.0003145040377585667,0.0009756346719369313,0.00048622232895921086,-9.78958871425295e-05,0.00015565210517498563,0.00024475996915229725,0.00028140262193597287,0.00034265585629482674,0.00029967879000164884,0.0006336886193267777,0.0003191378407696556,0.0006958803544197644,0.0003416759446371267,0.0010043661050108455,0.00037653742629281835,0.0009646652254107435,0.0003576941272585844 +228,Vis,0.002797686307561569,0.007925323216445523,0.008056079242093485,-0.015139587920536402,0.004369811905702086,0.009532076918178967,0.008276881512771546,0.024671664838715367,0.004540698533792943,0.0016067537017334433,0.0008929666204056761,-0.016746341622269845,0.004051299823913654,0.0006074223072319196,0.00020412424283338475,0.00041663154606246254,0.0001091106001646533,0.0010556001454103514,0.00036697226152473456,-0.00019079076116945703,0.00018009367923874198,0.00044817783817843184,0.0002248895108638939,0.0006389685993478889,0.00028659874335965063,0.0005892896399018355,0.00020067065492915427,0.0007197337564049056,0.00022577672180349565,0.001051567777346718,0.00038422220106613437,0.0009212723928087696,0.00041046142091395407 +229,Vis,0.006164222892925329,0.014127295478399748,0.008369847294273378,-0.0005131645762665782,0.010599880842912371,0.01981112674532053,0.00920311651279061,0.020324291321587105,0.004332567711340253,0.00568383126692078,0.002691953633971662,-0.006196995843187359,0.008776076301958525,0.0010215674489694182,0.0003264677650122991,0.0006295273414551605,0.0003156409609256703,0.001779606689897606,0.0006821299615955576,-0.00039204010751425766,0.00022484458126311525,0.0007580392409281877,0.0003677032033626516,0.0011500793484424455,0.0005373058730713045,0.0006287046143122144,0.0003247540206224466,0.0007271916354542052,0.0003522036231329387,0.0013448004836888795,0.00047479851340286586,0.0015237683726080143,0.0006083403782376609 +230,Vis,0.005979830619070326,0.02263023228578631,0.008235682167810466,0.009152547207878215,0.01023017932505896,0.027492914166671833,0.008685270361519915,0.018340366958793618,0.0032073442138698853,0.004862681880885522,0.0013936817280411464,0.004289865326992692,0.009421135505013898,0.001270166768102854,0.00034905619802465905,0.0008827997390692844,0.0002814978820871537,0.002112089235136461,0.0007301018656279787,-0.00038736702903356955,0.00022255306092194515,0.0008419224670336067,0.0004425673550224111,0.0012292894960671762,0.000575994006900451,0.0008926274329162931,0.00030571761691594167,0.0009282538879275438,0.0003423166017101589,0.0016011782281253328,0.0005129403929697082,0.0017390370613232342,0.0005888602974664748 +231,SomMot,0.0017331340529284838,0.018720900314833665,0.010544443424810718,-0.0009874677553227684,0.0060409617737810185,0.02137237997198078,0.009722044009556322,0.02235984772730355,0.006880610253598454,0.0026514796571471154,0.0016329491857876204,-0.003638947412469884,0.005962049872916763,0.0007775815067322834,0.0003394268931920698,0.0005410036392085038,0.00029328739300553023,0.0011091539877499557,0.0005523301681887748,-0.0002365778675237795,0.00016546825913609468,0.00033157248101767234,0.00025413445813394386,0.0005681503485414519,0.0002968375281259075,0.0005263366722719764,0.0002893973943834034,0.0006474735816258459,0.0003373407335866437,0.0010338175760286061,0.00047651815652704246,0.0009378982742042075,0.0005070904284139482 +232,SomMot,-0.011453067071764682,0.07213557109322868,0.017584364634729444,0.029443452107143765,0.010986166447332581,0.07303235924829568,0.01718020823250474,0.04358890714115191,0.00883614360624785,0.0008967881550669965,0.0009806969052753589,0.028546663952076768,0.01108101089171089,0.0004459055930057465,0.00021044573077942994,0.000284593569219882,0.00019027789224291788,0.0007356812026257708,0.00032763091895375714,-0.00016131202378586452,7.556397650662096e-05,0.00028977560962002437,0.0001576437589823605,0.00045108763340588886,0.0001901265531798851,0.00029893576204234054,0.0001840001934699793,0.000602706055634794,0.0002572207420159361,0.0008872809974579176,0.0004153298784795868,0.000799972889305578,0.00038405486605427115 +233,SomMot,0.0062450437637387,0.0342667462358109,0.011236138148541547,0.020257682826756173,0.015272544828552946,0.0413877190612695,0.012653211785002278,0.021130036234513327,0.004285966364281504,0.007120972825458605,0.002364394873968907,0.013136710001297569,0.013479983867510257,0.001104438987627132,0.00030282444365650627,0.0007485565465606747,0.0003244320435554808,0.0023733978192160164,0.0008541802884614883,-0.0003558824410664574,0.00023169908751180393,0.0012689588315888845,0.0005858759238397606,0.0016248412726553418,0.0007298179680480782,0.0007729423254843493,0.0003341175795178626,0.000852696725069113,0.0003642913707888189,0.0016170006099693658,0.0004920736718206872,0.0020018701907121407,0.0006974872884344618 +234,SomMot,0.006043774808358796,0.03086083085897038,0.007123819415018607,0.019986436427717757,0.0054746025006382,0.037529216806240176,0.007391746347637601,0.017542780378522416,0.0043571885587498135,0.0066683859472697945,0.0013787961038196322,0.013318050480447962,0.004591297979907717,0.0020390221558574282,0.00015681442189012005,0.001518296159261956,0.00020429305678244878,0.0031562440890205547,0.00042848835052241554,-0.0005207259965954725,0.00016759284397339504,0.001117221933163126,0.0004488634792890332,0.0016379479297585985,0.00036992616789722745,0.0015444598599363203,0.0002336489542728911,0.0016321322963634532,0.0002667123472099206,0.0024878646130904957,0.0001909096214033205,0.0029292344557570347,0.00044717718067516487 +235,SomMot,-0.009381059551994272,0.07227044466161107,0.018795002630475,0.026448020337792855,0.013655605741527296,0.07068511253225292,0.01770924914975204,0.04423709219446006,0.005511993468449889,-0.0015853321293581636,0.002050435771299395,0.028033352467151017,0.014471734704867083,0.0005374233939507755,0.00020965099998750377,0.00044616290540075985,0.00020136942073157503,0.0012126261120826154,0.00042351309376700277,-9.126048855001567e-05,0.00015550241097406908,0.0006752027181318399,0.0002568516093488159,0.0007664632066818555,0.00029655968464096063,0.0007284711848014825,0.00021899408402670768,0.0009546332089310106,0.0002626327824129529,0.0013580667993333684,0.0004481151692859725,0.00123597038874248,0.0003823221763227843 +236,SomMot,0.005659126908263239,0.011331876005553987,0.005421337958252254,-0.004636773675993311,0.00575712978930227,0.012783065815838279,0.0063214792922315225,0.01741983949183159,0.004163510007624121,0.0014511898102842924,0.001807685172959754,-0.006087963486277603,0.004053160671516719,0.0012851123574960654,0.00020293231866327894,0.0008426248201038655,0.00020459416516937853,0.0022247894293432767,0.00029861631644087684,-0.00044248753739219995,0.00013758486761417425,0.0009396770718472114,0.0003400467439121141,0.0013821646092394113,0.00027690926824224476,0.000864112172844278,0.0002457560227719453,0.000895393069703343,0.0003057958854676002,0.0016144561258216727,0.0003579118340140809,0.0018375631440278538,0.0003879399926306273 +237,SomMot,0.006091721717125456,0.05603569444296599,0.017231084459426862,0.033619761228400866,0.018488315812858813,0.060397278103662,0.018820848166857064,0.026777516875261132,0.003902078879685848,0.004361583660696011,0.0024961370553931855,0.02925817756770486,0.01660962412206549,0.0014077193358226659,0.00031072814753546466,0.001085767254865555,0.00021774824292629448,0.0023721403001927934,0.0006738578261810008,-0.00032195208095711083,0.00019984299208279907,0.0009644209643701274,0.00043341480191800354,0.0012863730453272382,0.0005114041422129695,0.0010946320269444865,0.00021848551298688567,0.0011858662075189708,0.0002863906662827587,0.0018743039488511083,0.0005128925732451695,0.002070203549636651,0.0007347433725397262 +238,SomMot,0.006476903650486584,0.05277713152461487,0.015745965602323792,0.026296463307578333,0.0164588422999123,0.05916729411563999,0.01659300096321253,0.032870830808061656,0.003312867861845871,0.006390162591025117,0.0008744356315073769,0.019906300716553214,0.01563115668845316,0.0009321429394013814,0.00033932937878149784,0.0007466012594716353,0.00033277451687974,0.001724382206452213,0.0006673374092486894,-0.00018554167992974603,6.032770269549179e-05,0.0007922392670508316,0.00040911738973798306,0.0009777809469805776,0.00045265765083096315,0.0007966570245581339,0.0003246639082638705,0.0009074664832703583,0.00033474214877586805,0.0013542063322053988,0.0005565599285173227,0.001538142745601867,0.0007240064783163362 +239,SomMot,0.005584912087098375,0.025239313605663137,0.010493946846150489,0.00645174484339126,0.01108378903975552,0.028074207821806786,0.010891684260686428,0.021622462978415524,0.0021179418643177635,0.0028348942161436465,0.0009543663035757296,0.003616850627247614,0.010526244504299068,0.000919459343235518,0.0003006440511954882,0.0006651059956228166,0.0002665959802774274,0.0013639966675680348,0.0005335977234956652,-0.00025435334761270134,0.00014949972479150574,0.0004445373243325168,0.000298635136099757,0.0006988906719452182,0.00029325262990724776,0.000657476861518691,0.00025285621468794416,0.000777740890130052,0.00036278423924707127,0.0012194593867647318,0.0004909828218527432,0.001230874725675446,0.0005816441158263872 +240,SomMot,-0.008126275033662717,0.09359003810104365,0.018288580220679265,0.049708342456800156,0.014490601570024018,0.09084383371238922,0.01843013134272659,0.04113549125558906,0.004360980549373788,-0.0027462043886544276,0.0016772358249230333,0.052454546845454586,0.014261069378901555,0.0006403770433175415,0.00016678138499737118,0.0004120093201850139,0.00018350448055042204,0.0018901764162377876,0.00034507506272150347,-0.00022836772313252762,0.00013992407886064955,0.0012497993729202461,0.00024720217288360703,0.0014781670960527737,0.00025869085951058966,0.000990159510267974,0.0002728679603003305,0.001258680636224896,0.0002751326442358284,0.0016229221268766025,0.0003385921695781536,0.0016817634124839831,0.0003582555665017568 +241,SomMot,0.00613894686257484,0.040845090749648774,0.008317399311142048,0.02934018203734956,0.0109355921038954,0.0478784277399714,0.010604943039734383,0.018538245702621838,0.0026620900134764424,0.007033336990322625,0.0025812569619311702,0.022306845047026937,0.008411240997751744,0.002246077272766822,0.00026557558480119883,0.0015239708596785696,0.0002219769822201909,0.003344220080494864,0.00037338749045703114,-0.0007221064130882527,0.00024141254502208,0.0010981428077280419,0.00039562590096153816,0.0018202492208162946,0.0003532539117587394,0.0015617732411684405,0.00022462539749344126,0.0016051119189238073,0.0002824303054012419,0.0025506848692050887,0.00028965288263006213,0.003058224373307117,0.00034541025890890163 +242,SomMot,0.005932649204470619,0.023024590340191487,0.007701964142010401,0.007611188787226353,0.01140167696169985,0.027148846829270747,0.00971626430768081,0.01953765804204439,0.0038673372706551747,0.004124256489079259,0.0022940699125923135,0.003486932298147094,0.009155461124935139,0.0015357934173027665,0.000382518740175696,0.0011851275543101059,0.00027367461037748294,0.002881080708621697,0.0006217288720241572,-0.0003506658629926607,0.00022404462715415474,0.0013452872913189307,0.000609601718821622,0.0016959531543115913,0.0005016316554866147,0.0012769498148172298,0.0003197526601373266,0.0013562080278064713,0.0003872508900153965,0.0022160447688579056,0.0004535610491122337,0.0026313666195526995,0.0006219652202743122 +243,SomMot,0.006246660274138402,0.06072530651022283,0.011882274897844486,0.040888895943607985,0.008946015497261688,0.06812865752549895,0.011917681452184364,0.027239761581890964,0.0034695785504795613,0.007403351015276116,0.0016596766396081123,0.03348554492833187,0.008694430957089027,0.001741376845290654,0.00011639150787166839,0.0012108750412827217,0.00022294635651577102,0.0027238222749247144,0.0003013904690033421,-0.0005305018040079323,0.00017232291861342505,0.00098244542963406,0.0002490531749859065,0.0015129472336419924,0.00036834599211490733,0.0012959020217504947,0.00021783014901240137,0.001435667108440164,0.00021536212742790742,0.0021254686359101216,0.0002545021344240142,0.002428969332207531,0.00028843263277364753 +244,SomMot,0.005943308280108157,0.018936602225589128,0.007927974738948799,-0.003902330420313449,0.01179696804736078,0.021597302538071704,0.008832293486417864,0.025499632958385154,0.00479478567606047,0.002660700312482578,0.0027869602771557578,-0.006563030732796027,0.010105613684856596,0.0008184577989052589,0.0002513461344302753,0.0006447401843492573,0.00022535160542964098,0.001149169476462597,0.00044360905990275824,-0.00017371761455600154,0.00013757760608402222,0.0003307116775573382,0.00021946281640157476,0.0005044292921133397,0.00030886987908976206,0.0006977614456405324,0.0002206200725978841,0.0007709711084922466,0.00022461467613242112,0.0010215589487738708,0.00029305311166281776,0.001143337068642758,0.0003758474789205747 +245,SomMot,0.005946847799514569,0.02163739567398406,0.011278935740487998,0.0035748200557972785,0.011207612465283907,0.02626003708134992,0.011783264143018852,0.02268521702555264,0.0061728582627321804,0.0046226414073658574,0.002948136216196153,-0.0010478213515685785,0.009308816748677774,0.0008697315644585757,0.00032065219647888193,0.0007276643579175346,0.0002571011383792999,0.0012571742293483012,0.0004900920434449267,-0.0001420672065410411,0.00012756393811527407,0.0003874426648897256,0.00022735357968485618,0.0005295098714307667,0.0003231727424163761,0.0007304541470114278,0.00025100223418794124,0.0007683852493201249,0.00027969707001030645,0.0009862377875514028,0.0003695229850431982,0.001179981170074118,0.0004650311216165907 +246,SomMot,0.005957673973451059,0.013647110241640715,0.009825589239364788,-0.01117693158455053,0.009451628833293771,0.015783498743863776,0.010093376136685471,0.02696043032841431,0.0069572456549839845,0.0021363885022230634,0.0017572405693675854,-0.013313320086773595,0.00812360325764846,0.0004420546869932762,0.00018115053294599356,0.00040632196128309594,0.00017309974630977422,0.0009401501200718033,0.0004974903311417904,-3.5732725710180266e-05,4.9746110775606415e-05,0.000498095433078527,0.00034557106788394003,0.0005338281587887073,0.0003681717700296095,0.0003974907228802671,0.0001698287831158316,0.0003935632517830134,0.000219173466272113,0.0005791319359331082,0.0003246473364192632,0.0007134601016012488,0.0005533769523844716 +247,SomMot,0.0056160498862044645,0.05208800743502475,0.02353214218282398,0.03224206449354723,0.024714979235809988,0.05506393504834348,0.02441314775719971,0.02282187055479625,0.0033934387132542746,0.0029759276133187297,0.0026118538181883794,0.0292661368802285,0.02350414794236267,0.0005845414468498511,0.00015083972895174922,0.0006081158749937643,0.00016458304272649822,0.001099863939036516,0.00041516207232266127,2.3574428143913194e-05,0.00011327693021316372,0.000515322492186665,0.00027899303801631135,0.0004917480640427519,0.0003219910329642762,0.000661202046386844,0.00016888400258404453,0.0007103844013655713,0.00015364539981444953,0.0010174340751397891,0.00031268775613590153,0.0009727592248491623,0.00036960665688871944 +248,SomMot,0.005976137418523816,0.02992812076875666,0.014207468891097754,0.007450942348991818,0.013100350490473993,0.03322364540068166,0.01457098168358451,0.025772703051689837,0.0047333760821923875,0.003295524631924995,0.0013958184026778358,0.004155417717066822,0.012324753859070094,0.0009839111593381799,0.000272399726693915,0.0007638864582258931,0.00022442818829880953,0.0013762360291962538,0.0004785970893657305,-0.00022002470111228689,0.00012925466532447277,0.0003923248698580739,0.00024023422389218545,0.0006123495709703608,0.0002666263806725314,0.0007873659922100317,0.00022440249907820388,0.0008225348862944904,0.00027815047065692534,0.0011036373436724256,0.0003844172054642316,0.0011882388433840153,0.000541589006396726 +249,SomMot,0.005849156036134519,0.022726556023100763,0.005693220669308538,-0.0003694114154471517,0.00796558597362078,0.0258009941386667,0.0075531650815738646,0.026170405554113853,0.0029635349926789467,0.0030744381155659362,0.002345735568461004,-0.003443849531013088,0.0057946139181342575,0.000766171403526017,0.0002770202272606994,0.0006322442501001779,0.00022752894469865785,0.0013703397767422798,0.000446504518157023,-0.00013392715342583906,7.701120629879963e-05,0.0006041683732162628,0.00024629784065109705,0.0007380955266421019,0.0003084419289046282,0.0006201898830251684,0.00021913482368978782,0.0007224625257408413,0.00023487484142774162,0.0010184165545173319,0.00031905634133296083,0.0010889255352559246,0.000354233547482979 +250,SomMot,0.006143011110271487,0.054477673041703964,0.012471639391240283,0.03399716954521015,0.010969670435406474,0.060275980096178405,0.012131125756725232,0.026278810550968257,0.005195025834914689,0.005798307054474439,0.002892790060751289,0.02819886249073571,0.010171211565910703,0.0010934400230559805,0.0002079711710938694,0.0008959619353508641,0.00020373881699829824,0.0015406191445237027,0.00033148980016771656,-0.00019747808770511632,9.050802633345185e-05,0.0004471791214677223,0.00021639116420333455,0.0006446572091728386,0.00026729840380953276,0.0009999854935538234,0.00022748379034026462,0.0010792360639957587,0.00022473575058733013,0.001380507302276701,0.0003631779686063702,0.0014653036260637853,0.0003518968798437938 +251,SomMot,0.004315279438703733,0.012438290634499683,0.005046013648514439,-0.013397039382696896,0.0057954334398697335,0.014419099324316332,0.004997714549526656,0.027816138707013226,0.0039579954840668185,0.001980808689816649,0.0012338218014713738,-0.015377848072513545,0.005363897733589366,0.0006252155349854238,0.0003554349177117571,0.0005681138703764077,0.00030213289150189643,0.001118991227498256,0.0005973951340868252,-5.710166460901611e-05,0.00013254293595723961,0.0004937756925128322,0.0002542445658030813,0.0005508773571218483,0.0003265638359694667,0.0005769908011954205,0.0003077640349154791,0.0007418258376741482,0.00036263556210946535,0.001119028453586335,0.0005022028676232354,0.0010529873246800658,0.0005954992416912146 +252,SomMot,0.0056539544145359,0.044709739097804534,0.010780606511494555,0.012209059219502216,0.005503480673501267,0.045612072727372686,0.008656594574532633,0.03340301350787047,0.006465571898710268,0.0009023336295681528,0.0032569920335064587,0.011306725589934064,0.005638067915419193,0.0003893403681764163,0.0001742884208081534,0.00035081550330819946,0.00016290787524129603,0.000634732478615252,0.0003160545080315128,-3.8524864868216824e-05,9.017340346515489e-05,0.0002453921104388357,0.00017150674088890536,0.0002839169753070525,0.00018868293245968197,0.00037221692699356267,0.00015231983532982665,0.0003739521336460161,0.00016932119390103073,0.0006541172265578821,0.00024177766617237818,0.0006029860994705594,0.00025086545548376335 +253,SomMot,0.005513647482216678,0.03846469429629518,0.01639815894697275,0.008187532023932631,0.011599404746107328,0.04102742668105035,0.01563516912401198,0.032839894657117716,0.006919389367072915,0.002562732384755173,0.002849101913981515,0.005624799639177458,0.011322978189356854,0.00034722701129394904,0.00019249847452714903,0.0002215786773610562,0.00014890378298098783,0.0009365897003942525,0.00035962826907557223,-0.00012564833393289288,8.34976940131892e-05,0.0005893626891003035,0.00019382819442865544,0.0007150110230331963,0.0002241786348461788,0.00026124130237248355,0.00014633113292880537,0.0003505998530617616,0.00023841124796155852,0.0006922270478671111,0.000401333937473752,0.0007580099620101421,0.00039790974807371663 +254,SomMot,-0.006412594773633993,0.04216815681642942,0.016066684303237332,0.015409339938380095,0.018730490596561556,0.04546914741645667,0.01779467697260643,0.030059807478076572,0.0027339020107391824,0.0033009906000272425,0.002374998263744013,0.012108349338352854,0.01683414938775758,0.0001350928717751554,9.590848840527083e-05,0.00016217662134900834,7.296212903321056e-05,0.0003565746030424144,0.0002171918363459265,2.7083749573852957e-05,5.873487685505735e-05,0.000221481731267259,0.00014803794856728178,0.00019439798169340605,0.00019511182376274284,0.0001841990305695207,6.419035972371294e-05,0.0002966124680527926,3.635845692405962e-05,0.0006407784864608024,0.00017118313847818057,0.00046778830932727724,0.00014021959050273584 +255,SomMot,0.005060586224522307,0.05011696846867324,0.01108839210433925,0.017893648458830146,0.011344407787289772,0.04979991242652933,0.010802331044279958,0.031906263967699175,0.0054929813450170974,-0.000317056042143915,0.0023389818033304924,0.018210704500974062,0.010492145303051183,0.0003823622078454214,0.00016370469079376806,0.0004320695105589856,0.00013521958660148362,0.0006138971934706916,0.0002925433773966151,4.970730271356416e-05,4.5615222963504426e-05,0.00023153498562527018,0.00021054819150368348,0.00018182768291170605,0.00019683243884467038,0.00045113900008746376,0.0001133733940857155,0.0004217863209746486,0.00015136007303580677,0.0006060592479926186,0.00027944427317511377,0.0004930779146475883,0.00025869836993852553 +256,SomMot,-0.009061835854942506,0.07678907073099366,0.007117344502088485,0.046791113916245373,0.011789487755766236,0.07867567047182851,0.007823560264456585,0.03188455655558313,0.0051551513205555545,0.0018865997408348489,0.0016194753036661077,0.044904514175410526,0.010714892359854586,0.00029918233447399076,0.00016148175496764428,0.00043317819836616864,5.476089221506686e-05,0.0006816504713708759,0.0002126569102455303,0.00013399586389217788,0.00012847547560462311,0.00038246813689688517,0.00020485958194801538,0.0002484722730047073,0.00018994843714230844,0.0004569068886649319,5.817323534495272e-05,0.000481678999398949,9.478432577153791e-05,0.0008351999597225879,0.00020911986681428,0.0008783664808855284,0.0001641304663736307 +257,SomMot,0.006040467404671738,0.03250071130371148,0.017789930418320533,0.014414634544722272,0.01257429853584156,0.037215324393177276,0.017380265002601845,0.022800689848455003,0.005588531351351778,0.004714613089465791,0.0016648622646906264,0.00970002145525648,0.012792842600103596,0.0012750040004050112,0.00028249496048742196,0.001103643351675454,0.00022664180973671691,0.0018007592199821509,0.0005430178209786761,-0.00017136064872955715,0.00010639644161825015,0.0005257552195771398,0.00038452200227899247,0.0006971158683066969,0.00045882366640128314,0.0011153097254155808,0.00023479299172430277,0.0010839469803618496,0.0002656162118726854,0.0015231617545613974,0.00046083471617846975,0.0017192090101706193,0.0005557809856622352 +258,SomMot,0.00605757896813751,0.03596546049941143,0.017027448797503047,0.007547235161415355,0.010375646379393,0.03655203098114908,0.01637715475005731,0.02900479581973372,0.007789704191657608,0.0005865704817376472,0.002832652856949017,0.006960664679677708,0.010213656811969458,0.000900290675518578,0.00021008530917663592,0.0007985388382828029,0.00018440637023165569,0.0013313084480614634,0.0004412700990007131,-0.00010175183723577508,7.601999153910968e-05,0.0004310177725428854,0.0005158568095763439,0.0005327696097786605,0.0005027633778790099,0.0007943582484190914,0.00018716631908759714,0.0007603496645471441,0.00018106259893841412,0.0011710098115963242,0.00036003540517768435,0.00129289673627917,0.00034723459806859744 +259,SomMot,-0.01698417049267767,0.04473986419750069,0.011054351388257324,0.020871719276177546,0.01196855772291316,0.04914527249381728,0.012261191459873227,0.028273553217639736,0.003598921007727255,0.004405408296316593,0.0021124365294959316,0.016466310979860954,0.010408253670664433,0.0002753766873681007,0.00016051926985117182,0.00015388788788504027,8.064091874622785e-05,0.0006718451068869813,0.0001543444065851334,-0.00012148879948306046,0.0001375933216335796,0.00039646841951888054,0.00021105909272972872,0.000517957219001941,0.00011716581489396487,0.0002085818704065101,7.117012502498299e-05,0.0002809751428693996,6.968036344472544e-05,0.0006992549480623556,0.00016373269994253827,0.0007370979815506162,0.00016029056548345582 +260,SomMot,-0.01590170301611993,0.06363660034672511,0.01132761556086463,0.041477064646961416,0.01357266115111515,0.06889207959191827,0.011823468496507063,0.02741501494495686,0.002681828040074126,0.005255479245193162,0.002533339338262269,0.03622158540176825,0.012924302127921342,0.0005012335655752764,0.0003108527647769067,0.00023691285580684784,0.00011440942430978142,0.0009234409805502608,0.00010449861828669777,-0.00026432070976842856,0.00021024968448776803,0.00042220741497498435,0.0003185265607744776,0.0006865281247434129,0.000121360214141673,0.0002508497780477015,0.00011875814531856036,0.0003972055275423436,0.000166365641369651,0.0009339780161504718,0.00016048868209324823,0.0010615589369572965,9.952829223834377e-05 +261,SomMot,-0.015361226552009926,0.14091682557752988,0.016958748766130478,0.10468255499338552,0.020547428313740568,0.14728711096379027,0.018365571302315756,0.04260455597040476,0.0069994774815244805,0.006370285386260411,0.0019884730461208547,0.09831226960712511,0.019335171183354927,0.0003220305720144978,0.00017542116301827055,0.0001353371962397265,8.459451032318936e-05,0.0008911091149337525,0.0002101645646343485,-0.0001866933757747713,0.00012968552582280532,0.0005690785429192547,0.0003001612222161486,0.0007557719186940259,0.00021622726852359574,0.00016396247092722582,0.0001136867463744911,0.00024215597974830416,0.00012623434034448407,0.0009323485663696341,0.00015228922679040206,0.0012276841961714967,0.0002554991455959105 +262,SomMot,-0.014718608838416195,0.18157194694346712,0.013012998608784639,0.10124162275113546,0.01055485597522404,0.1796381003095637,0.013113279409850919,0.07839647755842824,0.010169036920088343,-0.0019338466339034132,0.00193907835709584,0.10317546938503888,0.009218591619896972,0.0004658049324226088,0.0001514146898228776,9.095422056879521e-05,6.005602717705344e-05,0.0006364711476804175,0.00018685200353037973,-0.00037485071185381356,0.0001069860349353589,0.00017066621525780868,0.0002322029219837012,0.0005455169271116223,0.0002029026899612702,0.0001074898352437792,6.255946662873196e-05,0.0005053457720878729,0.00014206985155943534,0.0007983766116026025,0.00023503213290635173,0.0008400373677471152,0.00022010116541251645 +263,SomMot,-0.004000473453318969,0.16820092052337327,0.025823613585786255,0.13795573525715749,0.01766176749953824,0.17229572314835329,0.025120687943057628,0.034339987891195786,0.00803365114882547,0.004094802624980032,0.0010942331239676276,0.13386093263217747,0.018398198705780487,0.00022626618550860566,8.713809985463993e-05,0.00033449686758943995,5.199179312959041e-05,0.0009621637222472001,0.0001968740581821827,0.0001082306820808343,9.432170483960674e-05,0.0007358975367385944,0.00022977396418572623,0.0006276668546577602,0.00015370125980589098,0.0005608339888265145,8.485435460717805e-05,0.0007428216576607305,0.00010437121952622613,0.0011265140187018742,0.00010285864849384721,0.0011339501558476517,0.00017176193768070173 +264,SomMot,-0.015517473950386645,0.10142283543361796,0.008776273366367129,0.06116000246085858,0.013160313758996827,0.10468891910297395,0.009287548898752978,0.043528916642115376,0.005297268417660289,0.0032660836693559903,0.0024062383957028266,0.05789391879150259,0.011833829168271935,0.0002865360451165033,0.00013109238372818106,0.00019503138436545165,0.00010635338284187848,0.0006556339102322672,0.00019625334410897725,-9.150466075105168e-05,0.00016140378555252032,0.00036909786511576395,0.00026627762486195426,0.0004606025258668156,0.00013070981164127075,0.00021077242981499823,0.00010961093768400667,0.00031246177926680385,0.00012609648686650034,0.0005988556278295531,0.0001919847847992501,0.0007470508091116601,0.00015273391941220284 +265,SomMot,-0.014821241609770577,0.13422005525493352,0.024348797022132534,0.08704017772885878,0.0261678396591855,0.14116456824593732,0.0249428308945296,0.054124390517078534,0.0058853450016813445,0.0069445129910037815,0.001784272029911199,0.08009566473785498,0.02532715588546783,0.0003657334686784974,0.0001499727628869906,0.00011565065707055399,3.861723628709141e-05,0.0005367206565403571,0.000315193160224691,-0.00025008281160794344,0.00012390155898353962,0.00017098718786185963,0.0003894327700516627,0.0004210699994698031,0.00030511750024756536,0.00010616215519807515,3.897284694480551e-05,0.0003572135088885764,0.00010970535092103531,0.0008583800198983749,0.00026110631949475426,0.0008053636126818198,0.00033954689782878715 +266,SomMot,-0.013471516277199206,0.11199685837689159,0.004531421735123077,0.0870456444379348,0.009036900219888394,0.11772357816788896,0.0056882560863257825,0.030677933729954154,0.0060469555343454755,0.00572671979099737,0.001329157959016664,0.08131892464693743,0.008215819894314086,0.0003937336390260171,0.00021861266405029836,0.00042540394655010694,0.00010101502610375344,0.0015139332516294513,0.00034286118667009054,3.167030752408984e-05,0.0002433351488267608,0.0011201996126034342,0.0005534930856216515,0.0010885293050793444,0.00037572539671643193,0.0004916694112212516,9.740775974178604e-05,0.0005800111144896203,8.741204440692589e-05,0.0014183085946716466,0.00031659495068595396,0.001679833226231242,0.00034101073246845675 +267,SomMot,-0.01242803211166684,0.12482039131507665,0.027993494730141046,0.06541861168942734,0.013648524347220869,0.1239813982527667,0.02682922719848602,0.058562786563339374,0.01333394963064969,-0.0008389930623099451,0.0013853609034338683,0.06625760475173728,0.014843806602763111,0.00045347323527820114,8.537372187325626e-05,7.271447005179344e-05,7.106867306032254e-05,0.0009519214772009566,0.00029835472143738625,-0.0003807587652264077,8.39187857930171e-05,0.0004984482419227553,0.00022386416372438374,0.0008792070071491631,0.00025091330331577616,0.0001357301342600925,9.974435106834388e-05,0.0006217178687680347,0.0001658329715642177,0.0011020862619198768,0.00028144535607542214,0.001098312654117173,0.00041604796719245857 +268,SomMot,-0.01224505057017045,0.09834840109815404,0.019576168476468887,0.074911086582928,0.0192917193135166,0.1038515605222122,0.020668826932847717,0.028940473939284207,0.003224092491733758,0.0055031594240581684,0.0013393089959367224,0.06940792715886983,0.01813908576748796,0.0003518859207694236,0.00022098565296555398,0.00038835502460001783,9.434258468386053e-05,0.001285508559734927,0.00020871767472801202,3.646910383059421e-05,0.00014307299842547535,0.0009336226389655034,0.0004040406342044894,0.0008971535351349092,0.00027423991024475377,0.0004352862856891626,0.00011560290742179638,0.0005011910100147565,0.0001175990622392072,0.0011906553821474208,0.00024287486632087148,0.0014105550733048977,0.00025268409388995753 +269,SomMot,-0.013656264724309627,0.1514522608092747,0.01111814680874631,0.10642447830121293,0.007872534609994217,0.15185936641589332,0.010601877720804884,0.04543488811468037,0.0033164743904453642,0.0004071056066186074,0.0008640318769521861,0.10601737269459433,0.008335937818076563,0.00032140068805937007,0.00017241155188121805,0.000102946285016281,8.551137391927528e-05,0.0008763935560764935,0.00010372068722200034,-0.00021845440304308906,0.00022231778145107183,0.0005549928680171235,0.00019107212362750518,0.0007734472710602125,6.219247693503171e-05,0.00031725889953935214,0.00010674627547201938,0.0005535527152456865,9.063048959094783e-05,0.0010205627539713103,0.00020754855013835848,0.0010848353723893033,0.00013227607274653586 +270,SomMot,-0.013647330922651638,0.12153753884710247,0.015000843794064992,0.08200759076986311,0.012627300658078367,0.12762781344575178,0.014331638045706255,0.04562022267588868,0.011155506841652665,0.006090274598649303,0.0018518133448821937,0.0759173161712138,0.012008887254130634,0.00038844937020072746,0.00026593305728499564,0.0003080116525836063,0.00022256587691540076,0.0013033677430959844,0.0004492117131728964,-8.043771761712115e-05,7.705820510937509e-05,0.000914918372895257,0.0004644471588117642,0.0009953560905123782,0.00041907287566002576,0.00039176035812398257,0.00021417839011488311,0.0006287794806185021,0.00027113208930317883,0.0011713726924181822,0.0004152575335610703,0.0013181161291208944,0.0004771321079625254 +271,DorsAttn,-0.013716991669232266,0.13568898140197475,0.020302009482630105,0.08698541323203801,0.011469580181386451,0.13870496468825153,0.018565703498375382,0.05171955145621352,0.009041510358907762,0.003015983286276791,0.0019403425400710177,0.08396942994576122,0.012943673717287912,0.00036916697394286937,0.00010404292377106418,4.0288821368328344e-05,6.613030180677073e-05,0.0007473990706778455,0.00030728346516945877,-0.000328878152574541,4.857930150044095e-05,0.00037823209673497614,0.00038530006094586656,0.0007071102493095172,0.0003464512843296226,0.00022006731563544156,9.562924885095878e-05,0.0004534739120006126,0.00015773083436059258,0.0009243324691775578,0.0001640065051545674,0.0009408250366672366,0.00021967910558475095 +272,DorsAttn,-0.011833871204147316,0.16850795460549822,0.010151897783982552,0.12077010888473841,0.007450306049601783,0.16615255381709126,0.008276249921158966,0.04538244493235286,0.005562369708948758,-0.0023554007884069696,0.002403847094057283,0.12312550967314537,0.008129188668548469,0.0005521935374370734,0.00020523513032195235,0.00013919968156517193,9.760718988873714e-05,0.001411999040494738,0.00014481433842178804,-0.0004129938558719015,0.0001363827821090801,0.0008598055030576646,0.0002253556998509945,0.001272799358929566,0.0001373446533603124,0.0006613471524570924,0.0001448513354249829,0.0008958349511752229,0.0001738782327444316,0.0014325205447919486,0.00011129227491178782,0.0015512576784694643,0.000120098479055649 +273,DorsAttn,-0.01287486707783443,0.06871980989024781,0.017326454489750218,0.041697424306837136,0.016085703940330983,0.07148532080140513,0.017077958778244147,0.02978789649456799,0.0019153515158125145,0.0027655109111573094,0.0007190927207638291,0.03893191339567983,0.016330646849307233,0.0004788845936480879,0.000337273535373498,0.00040590193714353797,0.0003034243813157356,0.0016679262656364101,0.0003968251815978694,-7.298265650454994e-05,6.174705582130707e-05,0.0011890416719883222,0.00037972289159165243,0.0012620243284928723,0.00036482051290583783,0.0004922424627227917,0.0002773340578506458,0.0005952804776232279,0.00028827398739156095,0.0013841010907460704,0.00036943315815869123,0.0016392528684489038,0.0004574600262868665 +274,DorsAttn,-0.012078859213870963,0.1509772815155504,0.011196617170259195,0.13221418262382878,0.01674891602522884,0.1590608782121644,0.012243769861879266,0.026846695588335634,0.004893073072139721,0.008083596696614025,0.001251439720089589,0.12413058592721475,0.015613979126394603,0.0003917253559523992,0.00018252408052928866,0.0004625397627358918,0.00013468121553184651,0.0024436863772172358,0.0008334532586642739,7.08144067834926e-05,9.319371766891572e-05,0.0020519610212648364,0.0007081903897775555,0.001981146614481344,0.0007100544490171945,0.0004618695868031875,0.00013082112800226454,0.00046417861093575043,0.00012215001682230368,0.0023780014638307367,0.0005359238959868867,0.0027229169535263774,0.0007909551382534223 +275,DorsAttn,-0.012320325129543083,0.13448443487540904,0.02223838581022316,0.11599031910640953,0.02306174841188476,0.14076270592581117,0.022281481734644875,0.024772386819401637,0.004630199013125345,0.006278271050402129,0.001109451483689559,0.1097120480560074,0.02280751259725272,0.00028639278787336855,0.00017754798302244777,0.0004543137057277269,0.00015887929889350956,0.0017193754759745826,0.00015305934254174463,0.00016792091785435836,0.00012816558134462998,0.0014329826881012142,0.00027720115388449063,0.001265061770246856,0.0001832172597220078,0.0006062367271989722,0.0002083984297794124,0.0006686337669424391,0.0002109935256286883,0.0015826224483843853,0.00017122685667399478,0.0019171668772318463,0.00014636629250449931 +276,DorsAttn,-0.012313552799767128,0.12772083393446568,0.023792940114023036,0.1003944645665115,0.02271780065464714,0.13372732338456386,0.024623933699721195,0.03333285881805237,0.003765804579370277,0.006006489450098185,0.0010146350364431131,0.09438797511641331,0.021896995694985537,0.00041287062691928165,0.0002864007835810777,0.0005174770966565268,0.00017729732506736865,0.0014911837940275064,0.00026158992433366224,0.00010460646973724508,0.00015043459900805715,0.0010783131671082246,0.00027375645616416156,0.0009737066973709796,0.00027810712118095415,0.0006126906964342371,0.00018133747239897373,0.0006716474594609557,0.00019473287591237936,0.001371096953381712,0.00015860545371566308,0.0016960444986978019,0.0001662944201502977 +277,DorsAttn,-0.012316815746320302,0.14707890229296075,0.024473570579313216,0.11689919007391154,0.024837374471055794,0.15163001004244653,0.02524116037054624,0.03473081996853498,0.0037643154286887315,0.0045511077494857725,0.0014533991847907775,0.11234808232442577,0.023952426965146396,0.00033141856865421816,0.00022688969737761136,0.0004740737015169083,0.00012173678161354647,0.001299689888669109,0.00024032535704661488,0.00014265513286269016,0.00017420888286847955,0.0009682713200148907,0.00026325228779343655,0.0008256161871522006,0.00023508733686389903,0.0004930594162500413,0.00012848724674942123,0.000536458819923924,0.00016754009760173972,0.0014458313502716535,0.0002351483480280942,0.0014858267649854762,0.00020628822906486248 +278,DorsAttn,-0.012569394161565842,0.12504482143223722,0.014972386424811725,0.08288876309885826,0.012474479783615475,0.12812662431900196,0.014266410511130236,0.045237861220143685,0.0047625464207754495,0.0030818028867647175,0.0013507792558891348,0.07980696021209355,0.012855949079904146,0.0003702690392433761,0.00012393453750727992,0.00028769525101275396,4.0251124732950346e-05,0.0012702015281681688,0.00019786703280205578,-8.257378823062211e-05,9.288003592814051e-05,0.0008999324889247928,0.00018393467667137276,0.000982506277155415,0.00018442527463054156,0.00035401602623585937,3.457656313824945e-05,0.0004870748864760577,9.182727489712187e-05,0.0010457240951177171,0.00020078882458516808,0.0013544862459088148,0.00015546504565633204 +279,DorsAttn,-0.008269794149059014,0.13791074999361916,0.020432388416090082,0.08193272827407112,0.014388913899482646,0.1325141572678769,0.019007501053256694,0.0505814289938058,0.00707925732268561,-0.0053965927257422445,0.0030068445478636558,0.08732932099981336,0.015009333420794474,0.00043567089054228345,0.0001857235758564196,0.00013152575214769868,7.566830904343377e-05,0.0008130702111810662,8.959100855519962e-05,-0.00030414513839458477,0.00016449721724838537,0.00037739932063878267,0.00016136626088404554,0.0006815444590333675,0.00013926938914856106,0.0002828492439485686,8.90149964885191e-05,0.0005280629923861913,0.00015640943889775325,0.0009335047928368034,0.00014781605231973952,0.0008667508701308613,0.0001286498812521546 +280,DorsAttn,-0.012533999036085467,0.14195535962082007,0.018993668452663183,0.0869520130425887,0.015547066578928605,0.14087898853336137,0.018750151424800236,0.053926975490772654,0.005974246963984567,-0.0010763710874587052,0.0012919614667719394,0.0880283841300474,0.015494123591629671,0.00046038698642292264,0.00016715464754875011,0.0001625385469979701,0.00011791496965541957,0.0011099082495848345,0.00013311962204774994,-0.00029784843942495256,0.00015559928222564175,0.0006495212631619119,8.304443943178687e-05,0.0009473697025868643,0.00017754609582155533,0.0004048465301136117,8.353371881123157e-05,0.0007233656711425063,0.00010662252588874571,0.0011249189210565502,0.00024777663330107115,0.0011649060839730163,0.00018235163168347793 +281,DorsAttn,-0.009313207413766905,0.11553210826822898,0.028380671945175576,0.07866743967131513,0.02506212238286408,0.11566019620266361,0.027918741195343016,0.03699275653134848,0.0068696489327903475,0.00012808793443463973,0.0013480258804684027,0.0785393517368805,0.025323611462704444,0.0004178540791601737,0.00011986752171654336,0.00027319334558759676,0.00011556083016493926,0.0012891305430808408,0.00022871715823917082,-0.0001446607335725769,0.00011735182911440325,0.0008712764639206671,0.0001544766143042523,0.0010159371974932442,0.00026650916334206633,0.0006447371853815831,0.00012157359784089041,0.000841732088912428,0.0001296867425441964,0.0011756342432224897,0.00027389471654150886,0.0012613293932389525,0.0002907979108564132 +282,DorsAttn,-0.013488007023065518,0.06970063589648519,0.020940816543493643,0.024451835655447774,0.015319264038169774,0.07047442889615987,0.021281965666160897,0.0460225932407121,0.008817739332516008,0.0007737929996746828,0.001274979222613582,0.023678042655773092,0.014762388267779059,0.00048109110223186756,0.0002881163934413137,0.00030979546001441705,0.00022321471771401662,0.0010392063351855497,0.0005045473853324201,-0.00017129564221745052,0.00014099591379236265,0.000558115232953682,0.0003407858131813601,0.0007294108751711326,0.00032394786408635964,0.00034031355589136947,0.0002693058856088879,0.0006060172869396752,0.00035868397546467366,0.0011537591800976355,0.00044036932943962914,0.0012662258017372085,0.00046246709829099144 +283,DorsAttn,-0.012423970379888905,0.1463651948146829,0.029515244437154146,0.09582252881708228,0.020912389980660563,0.1439079956812549,0.027179390892904713,0.04808546686417261,0.006917542474973351,-0.002457199133428012,0.002495771426771707,0.09827972795051029,0.023190624851046737,0.0005149483056954285,0.0002702134481582612,0.0001532372464569054,0.00010960491768218769,0.0016445811284180323,0.00013733051237050276,-0.00036171105923852307,0.00016852324288435164,0.0011296328227226038,0.0002892798440835651,0.001491343881961127,0.00018020319606664413,0.0007091860440284314,7.615009092673253e-05,0.001008135625162887,0.00012775248520216395,0.0015026962330946247,0.00023597842052974248,0.001684022276043895,0.00013069486311416547 +284,DorsAttn,-0.010419931750061747,0.14341327498574136,0.011717224389199145,0.08529203208474323,0.014116081945268897,0.13914219298499014,0.011816645585095936,0.0538501609002469,0.005731306857550062,-0.004271082000751214,0.0017620256279485208,0.08956311408549444,0.013715328849506039,0.00047568569012537145,0.00016926056170223815,0.00024372231505798148,0.000137153310888032,0.0013457366043420516,0.00013102286289272974,-0.00023196337506738995,7.101140296072005e-05,0.0008700509142166801,0.00010189268802464892,0.0011020142892840701,7.121943437318492e-05,0.0007160951011166317,0.00015915441195098805,0.000980840253138049,0.0001624842929327661,0.0011966248218653775,0.000142502525647346,0.0012571736170087,0.00024190149422055027 +285,DorsAttn,-0.009793843634580919,0.08708732846061443,0.018264452597001997,0.051998192791238095,0.01920762464908524,0.08883186432286425,0.01978634405293656,0.03683367153162616,0.0018690004744097342,0.0017445358622498297,0.001815935448595185,0.05025365692898827,0.017676593019091313,0.0005670901833180197,0.0002413904356996466,0.0003223692321337568,0.00010176568358653299,0.0014056021313694433,0.000357273583296316,-0.00024472095118426295,0.00015216207553865482,0.0008385119480514236,0.0002738142134945542,0.0010832328992356865,0.0003002826757490307,0.00033465771085534614,0.00010657758099087118,0.000677708443897651,0.00018298253278745962,0.0013109124074950351,0.00020029331927600748,0.0014176263095721175,0.00023160497130289567 +286,DorsAttn,-0.011018942063677548,0.08964862481353361,0.024135071070471283,0.07032284863742241,0.02518468656548382,0.09570574014971042,0.024819188418284028,0.02538289151228801,0.004180040610011894,0.00605711533617681,0.001688744113605934,0.0642657333012456,0.024350247905114645,0.0002435222296577777,0.00011672233992236429,0.00027274485405595075,8.913819875922475e-05,0.0019362144080071087,0.0002871448443810813,2.9222624398173024e-05,0.00010244092605307318,0.001692692178349331,0.0002492239256038645,0.0016634695539511578,0.0003361584660047271,0.00027112626626006885,9.550412818386853e-05,0.00030887071793823663,8.372899879444176e-05,0.0016644398268634176,0.0001422559303862315,0.0019597737802859337,0.00019713213206191577 +287,DorsAttn,-0.012115187927384283,0.09863909728723645,0.013869634804302592,0.08426507112639628,0.012735088199666263,0.10402923894577776,0.014623425681636656,0.019764167819381485,0.003452352320501725,0.005390141658541303,0.0010631377592656298,0.07887492946785497,0.011895609048345981,0.0002558358519708204,7.718639488165686e-05,0.0003106314624527817,6.441652611058775e-05,0.0019510303023855923,0.0006350966999351072,5.4795610481961356e-05,9.295703340677909e-05,0.001695194450414772,0.0006079207121787026,0.0016403988399328107,0.000635819945632493,0.0005654422812279014,0.00011679079033607805,0.0005749943599163033,0.00015736208164078108,0.002000515568040262,0.0005079927536380167,0.0021182929528038353,0.0005516894514892203 +288,DorsAttn,-0.009040809929994374,0.0629494531554968,0.021980891094827038,0.024008238849906972,0.01569282815139855,0.06358681108912201,0.02134633588268993,0.039578572239215036,0.006023372011570891,0.0006373579336252045,0.0009895095241875527,0.023370880916281766,0.016365631700496017,0.0005228391836318291,0.00012215998444504322,0.0002841033289485928,8.088280225119014e-05,0.0011927608201390161,0.00041915012386906135,-0.00023873585468323633,0.0001236868977297763,0.000669921636507187,0.00044347828345768443,0.0009086574911904233,0.0003506177928819381,0.0002790937451973674,8.188207720314898e-05,0.0005163428673511605,0.0001664955967329085,0.001091674356221195,0.00030270958480006066,0.001314041271779831,0.0004413293070254376 +289,DorsAttn,0.0030880219940842488,0.005160444533110953,0.008162527461974788,-0.015084049502666952,0.010972206697541259,0.008429070020683715,0.009160809645001442,0.023513119523350667,0.0029223336163253784,0.003268625487572763,0.0022341724320353302,-0.018352674990239716,0.009574938629398861,0.00011730475482805148,2.8551515697316605e-05,4.095759195987814e-05,3.504533005436865e-05,0.0004489519504344397,0.00020718438720716993,-7.634716286817334e-05,4.519853651831944e-05,0.0003316471956063882,0.00021808867372218214,0.00040799435847456157,0.00023994496077765052,6.910108841198248e-05,5.128263488995212e-05,0.00012628751824850237,4.9177107444041566e-05,0.0005122278958413995,0.00015771859866006965,0.000411114214925945,0.00021666774926924217 +290,DorsAttn,0.0014928690139403124,0.013946076055740941,0.006158205750700233,-0.0025395006454807857,0.0044707639939140726,0.018073519670004458,0.004765184933604522,0.02061302031548524,0.0038030663284765154,0.004127443614263515,0.00213130696266879,-0.006666944259744301,0.004434544401714663,0.0003272199426239242,0.0001322617673442878,0.00017568950186312992,7.951528536103024e-05,0.0005880438670930133,0.0002502929758231395,-0.00015153044076079424,0.0001239197938753151,0.0002608239244690891,0.00020647297177180888,0.0004123543652298833,0.0002307148315277911,0.0001546378786369651,8.6443670831087e-05,0.00017303682534639542,8.110221509901192e-05,0.000604448103203592,0.00018658924406728767,0.0005524621058177415,0.00021399731290787784 +291,DorsAttn,-0.0018752581678318848,0.011486586011744593,0.005153003622624256,-0.009119336524222432,0.010237917007365682,0.01515834167254313,0.006324162423399117,0.024277678196765563,0.0052460742589564595,0.003671755660798537,0.0022271312304913463,-0.01279109218502097,0.008437240826942399,0.00023330606640235008,0.00011162447212493026,8.524964056535466e-05,5.9631128941504316e-05,0.0004479836830447503,0.0001341144788596513,-0.00014805642583699542,0.00011668334839692724,0.00021467761664240026,0.00011254262816360587,0.0003627340424793957,0.00014456452374071404,0.00010413398883450942,8.19019385225261e-05,0.0001230480695306291,8.25526387134223e-05,0.0006113736033928286,0.00014031680922742872,0.0004320916586498358,7.717893214644293e-05 +292,DorsAttn,-0.0038830859620366228,0.07542949629423049,0.02534411564432508,0.054157905007279836,0.02816216584774674,0.08066047944307471,0.02578749782515239,0.026502574435794866,0.005603055080683699,0.005230983148844226,0.0026085249046338974,0.04892692185843561,0.0272385186492533,0.0003588668140927842,0.0001224594671643779,0.0003641093147122243,8.292931821921067e-05,0.001167004751833689,0.00017105885896073707,5.242500619440094e-06,0.00011402625659043971,0.0008081379377409048,0.00024722890651401376,0.0008028954371214648,0.00014912735101777294,0.00037610187190777465,7.604206663340997e-05,0.0003950430749242617,0.00011368001123735787,0.0011975412452682522,0.0002933860706378335,0.001099702243137779,0.0003291570975194183 +293,DorsAttn,0.004884684280392972,0.029201104108571973,0.013351162467285346,-0.004428536892571833,0.009810687408763915,0.0301161661081492,0.012154497620539835,0.03454470300072103,0.005909810302212281,0.0009150619995772269,0.00212747306754832,-0.005343598892149059,0.010165447882176385,0.00028038450141472105,9.38122868679534e-05,0.00015000536330078695,0.00012711704536437528,0.0006971189987885484,0.0002446667366990939,-0.0001303791381139341,7.180836899323163e-05,0.0004167344973738274,0.00017913741731038387,0.0005471136354877615,0.0002108076402025974,0.00014013556529464123,0.00013569615840158006,0.00018598171320323155,0.00018364780690092184,0.0005902899454102162,0.00029313715986826366,0.0005140784603074433,0.0003301379040973911 +294,SalVentAttn,-0.00026926016877461425,0.011820385469450722,0.005376183267414617,-0.01191403587358315,0.0044970014269217875,0.01461265633155866,0.004475840189077867,0.02652669220514181,0.00450523774342131,0.0027922708621079375,0.0020277258303464996,-0.014706306735691088,0.003533602326651989,0.000449708192642273,0.00011137883438463267,0.00022180309423835975,4.671064389172597e-05,0.0007999247645616103,0.00036466045257049795,-0.00022790509840391325,0.0001050156102823645,0.0003502165719193373,0.000272213060504206,0.0005781216703232506,0.00033253880102715634,0.0003236092102846255,8.901369796516713e-05,0.0003625871691406601,8.878538504435103e-05,0.000633384780366919,0.00019285368822527618,0.0007780582829091997,0.000251876718545926 +295,SalVentAttn,-0.009290267412336376,0.054760365707202774,0.014614609597116714,0.0344040419124189,0.01358569939959923,0.0583617174135457,0.01396950990996021,0.023957675501126798,0.0029704216184124168,0.0036013517063429256,0.0010544102242538629,0.030802690206075976,0.01406703370766539,0.00020143397140994778,0.00010089556139205592,0.00027098351183956203,0.00010916653175316595,0.0013082643632734703,0.0002489751179039351,6.954954042961425e-05,6.169781872957452e-05,0.0011068303918635226,0.0003054062547076144,0.0010372808514339082,0.00034268436024747107,0.00042707661643708316,0.00014489310243230498,0.0004970050938301496,0.00013497453269119026,0.0010330161229598512,0.00012384708395361932,0.0014344514586318135,0.00022516236655659115 +296,SalVentAttn,-0.0018388650190362657,0.012425979550480238,0.0042233825514601964,-0.013610921910917928,0.005478202078215444,0.0132908919486471,0.004134488086826991,0.026901813859565027,0.006294112750483272,0.0008649123981668616,0.001590670711427896,-0.014475834309084789,0.005188699576613116,0.00048505056499410505,0.00018420009913673875,0.00028247174110944683,0.00016768654779024527,0.001125083746497646,0.000257472661327967,-0.0002025788238846582,0.00010874918110634838,0.000640033181503541,0.00013086862100164246,0.0008426120053881992,0.00022562652754023633,0.0005293078279583474,0.0002596035956696234,0.0007157471064956234,0.0002967349229898851,0.0010798934534413274,0.00034631367843344625,0.001023925582158447,0.0003795413303198665 +297,SalVentAttn,-0.0035388832556644827,0.03701272335037089,0.0075008802294113455,-0.001322084438569271,0.0025931582947207378,0.037618612122127956,0.006145616502461291,0.03894069656069723,0.00752922897806035,0.0006058887717570683,0.0015595213751859,-0.0019279732103263392,0.003127541066377433,0.0005590453218093039,0.00025280237911188614,0.00030179110186627777,0.0001722916962934448,0.0010267130846485673,0.0003787905728729135,-0.0002572542199430261,0.00017682186444382985,0.0004676677628392634,0.00015370504799610887,0.0007249219827822895,0.00026428042603605803,0.00041242959795080304,0.00019754624860741744,0.0006580563245654591,0.00026088194568789006,0.0010736877509239795,0.0003342518760871065,0.0009403447474501281,0.00039700391477955164 +298,SalVentAttn,-0.007461700811413165,0.057823761955891076,0.014899751165698642,0.018351900443751033,0.013582311892845525,0.05701587073345486,0.01500267681724108,0.03866397028970383,0.0021111810919213886,-0.0008078912224362078,0.0016131941926996296,0.019159791666187243,0.013440976370131604,0.0004004014235045927,0.00014508565545546406,0.00017983966867280988,8.567450867173161e-05,0.000767417131059478,0.00010647604795374207,-0.00022056175483178286,0.00010340664440337611,0.00036701570755488523,0.00017896242208758058,0.0005875774623866681,0.00016073499916779166,0.00041718451455274863,9.597517470677386e-05,0.000631479674485158,0.00011783091452258962,0.0009776376226143357,0.00014232154926877103,0.0008646793328740632,8.52592652975563e-05 +299,SalVentAttn,-0.0014553655731434623,0.010191413415468253,0.004789765172208796,-0.011611550453849605,0.00575140878357268,0.011736751290617953,0.004269753132907677,0.02334830174446756,0.003325439448332332,0.0015453378751496994,0.0018318397190215825,-0.013156888328999305,0.005373616007922751,0.00016741512401527992,0.00011520065194085755,0.00013440069220826967,9.804255857441894e-05,0.0008926258925220365,0.0003909201481851838,-3.3014431807010246e-05,0.00010391100966072937,0.0007252107685067566,0.0002960576535303096,0.0007582252003137668,0.0003084915449277595,0.00016125615978581642,0.00013306972333991909,0.00019887835061029868,0.00015233951662161398,0.0004579083222913116,0.00012971566502394607,0.0007147975062050671,0.00017687343043605968 +300,SalVentAttn,-0.00916158148969606,0.19540523179006825,0.0360548884045941,0.10959568913690951,0.02348545602461218,0.1909827082860292,0.03373140658539856,0.08138701914911968,0.013350675110974744,-0.004422523504039067,0.0024777112462806084,0.11401821264094858,0.025525626689839036,0.0005138055330514479,7.373207030485241e-05,0.00023393465394860868,7.561839012654638e-05,0.0008834188873472426,0.00013118284609259413,-0.00027987087910283923,0.00010011351829825958,0.00036961335429579466,0.00018897526244934782,0.000649484233398634,0.00011328353581899464,0.00046402562269767247,0.00013013157408813341,0.0009223848206997065,0.00021790060219125155,0.0011009813721356565,0.00014082685769931206,0.0009522015045303478,0.0001241576511253544 +301,SalVentAttn,-0.005104307971858796,0.05567696412884269,0.009480892026532328,0.014261860213716605,0.0033718152460299263,0.05327783100911101,0.007765751553584186,0.03901597079539441,0.004949892657880085,-0.002399133119731678,0.0020416665694485765,0.016660993333448282,0.004815353238291791,0.0005767050328623569,0.0002960587516579171,0.0003154302578985302,0.000237857588850625,0.0011859662113643088,0.000362379363548649,-0.00026127477496382665,0.00016605059369927979,0.000609261178501952,0.00014997491913174802,0.0008705359534657786,0.0002725887561647024,0.0005292090144726868,0.0002389527708129147,0.0008435581306609485,0.00020112974427459286,0.001241074696313893,0.0003877028647373723,0.0010262506890433621,0.00038398006566156393 +302,SalVentAttn,-0.0007141961028546472,0.03169244375392381,0.011271741083566447,-0.0024072650825992968,0.008462888279830282,0.030553374462061234,0.010627403421918908,0.03296063954466053,0.002601951541469055,-0.0011390692918625822,0.00148529868921256,-0.0012681957907367148,0.009033435536121723,0.0005377626503880961,0.0002658742271327151,0.0003313003178574414,0.0001762747417750761,0.0012380491476533084,0.0001464274124976651,-0.0002064623325306547,0.00014657422111159405,0.0007002864972652123,0.0001640303297185607,0.000906748829795867,5.6033217691419e-05,0.0004671587070115502,0.0002326837419178508,0.0007695926169071443,0.00025349697352211397,0.0010444270531222433,0.00034241815959215404,0.0011718696709005715,0.0003170375787030557 +303,SalVentAttn,-0.006510867775578555,0.0439407911608378,0.0222627299734142,0.013694563607357036,0.023517937559254534,0.04487178483974628,0.024071574137638784,0.03117722123238924,0.0048727864890457835,0.0009309936789084761,0.002108145026687397,0.01276356992844856,0.021522135136005607,0.00046890254316320765,0.0001307146378098973,0.00035711712599333366,0.00011023097470555155,0.0016182909372088662,0.00030297620886631047,-0.000111785417169874,0.00014034112291089787,0.0011493883940456584,0.0002963915314817288,0.0012611738112155324,0.00020763673137414758,0.0005639696826748475,0.0002036540238058804,0.000878381472764822,0.00024192825835875407,0.0010211882559494566,0.00020514707375836696,0.001493382369714702,0.00033168328669753343 +304,SalVentAttn,-0.007463924059885401,0.04235426329901846,0.013660899078982663,0.025731566198285382,0.014178832978570758,0.046959182592915226,0.015274067020015172,0.021227616394629844,0.002905279069838249,0.00460491929389677,0.001832257870402924,0.02112664690438861,0.012504401615152805,0.0003935163390073271,7.583523631188634e-05,0.00017254093165612882,6.604774404640065e-05,0.001628444661966788,0.0007156641653301987,-0.00022097540735119826,0.00012458834204081927,0.001234928322959461,0.0006989129457932544,0.0014559037303106593,0.0006871392743078662,0.0004098776980897112,0.00012795838274015506,0.0005770951151681025,0.00017535855242501635,0.0010938111593819188,0.00035462065006997093,0.0015343365725623893,0.0006377931735194419 +305,SalVentAttn,-0.009425695376220986,0.04168965034183001,0.009651654020303746,0.027576444295975812,0.01054801502969515,0.04652116109465385,0.009405892113938438,0.01894471679867804,0.002305395933934519,0.004831510752823842,0.0014050419475850299,0.02274493354315197,0.010781428413558454,0.00026672428283123215,6.90618699057528e-05,0.0004222512809827883,8.604130509029196e-05,0.0015681505587058942,0.0003538948412330047,0.00015552699815155613,0.0001002851024937312,0.001301426275874662,0.0003678586937196019,0.001145899277723106,0.00031540520958938013,0.0005536687681999108,0.0001443843547169858,0.0005501396456862873,0.00016228596220722714,0.001679383226700204,0.0003521914331055285,0.0017789932165790834,0.0003104751088608302 +306,SalVentAttn,0.0047570192563072865,0.05229183521150662,0.009625472396376988,0.02699312265423597,0.013611363604615153,0.05494604724665701,0.011414504009227921,0.027952924592421047,0.0032469791082593083,0.002654212035150394,0.0019497992599848385,0.024338910619085573,0.011721834847711046,0.0004347748058793455,0.00018626297459846318,0.00035849552571731724,0.00013161757008701972,0.0017956688030885237,0.0003423782037900966,-7.627928016202823e-05,0.0001545249400754707,0.0013608939972091783,0.0003534015353342825,0.0014371732773712064,0.00038315561056962024,0.00048420092765246727,0.00012097123286625126,0.0006522277807035293,0.00018809494491816027,0.0012552479881728028,0.00035258681146597715,0.0014327871377708633,0.00030486948231884587 +307,SalVentAttn,0.00580787393772469,0.028639929986689495,0.0076779761679983,0.004284086505733265,0.008701243941458643,0.034513430228746825,0.008380499183652655,0.030229343723013558,0.0024477888783092667,0.0058735002420573276,0.0014653639044651188,-0.0015894137363240634,0.007828810335129202,0.0006784894543273579,0.0001928324403578922,0.00044285408419253436,0.00011649263415719455,0.0017291772490984902,0.00017603747899218205,-0.0002356353701348235,8.725634181390163e-05,0.0010506877947711324,0.00021795297302145946,0.0012863231649059559,0.00016989700029761996,0.0004551379856729598,0.00010443518718831412,0.0006213081970982915,9.185027065770668e-05,0.0012470608715501764,0.00023711899579765161,0.0014694426109436165,0.00021332201561499655 +308,SalVentAttn,0.00321674361540997,0.01389672980604999,0.005769952180146549,-0.014623741822289048,0.0055357412941193385,0.015551022759735699,0.005947937744620939,0.030174764582024748,0.0039037082907720532,0.0016542929536857097,0.001624429601094097,-0.01627803477597476,0.004377928823609562,0.0002832819764519323,0.00014555886928621352,0.0001746647900453757,0.00010422435670882313,0.001207082096701373,0.00032566226278227896,-0.00010861718640655659,0.00013983897496249457,0.0009238001202494406,0.00024012321204430564,0.0010324173066559971,0.00030117588385138,0.00024601419278629243,0.00012117745097067986,0.0004334671725590766,0.00016408859509074752,0.0009797834764837532,0.000338199902550269,0.0010946461081159154,0.0003030841130197905 +309,SalVentAttn,0.0036189559633646863,0.002174191385555613,0.003484799028037241,-0.016968677579967072,0.00664004527867532,0.0029292547790216615,0.0037740282471458277,0.019897932358988735,0.004553176785911602,0.0007550633934660488,0.0007897725598634378,-0.01772374097343312,0.006290621455392963,0.0003722100340416201,0.00014177348422155097,0.00031886837678876125,0.00023618139674054875,0.0003909207149568772,0.00023333048767243593,-5.3341657252858885e-05,0.00014762640996053637,1.8710680915257073e-05,0.00016438198150180302,7.205233816811595e-05,0.00016591361249244086,0.0003038392376194965,0.00024024714978834033,0.00028253083287659296,0.00023155571789187237,0.00038271657352062505,0.0002540136822285758,0.00031454259302481357,0.00019896273580635864 +310,SalVentAttn,0.0018942972508952031,0.011272424056500373,0.0037514247901208496,-0.01058349667372267,0.004668071804371988,0.012464106085163929,0.003832082142154762,0.0230476027588866,0.0040627901143045556,0.0011916820286635543,0.0006455098363506562,-0.011775178702386225,0.004526831397643252,0.0008864369580633858,0.0003887356216130326,0.0007698074587786597,0.0003629952632250292,0.0010254117573661903,0.0003610325157452003,-0.0001166294992847261,0.0002021843121724246,0.00013897479930280454,0.00022059957389641943,0.00025560429858753066,6.583577721266964e-05,0.0007989474259148422,0.0003453030331811798,0.0008028570040032213,0.00034391116029171737,0.0009287288497585422,0.00033354544056386233,0.0009854141319763255,0.0003038580234243115 +311,SalVentAttn,0.0058785133410654165,0.04244029991898777,0.014848649131945417,0.016336620782581933,0.015791021179779076,0.04730508556878872,0.015931978036692846,0.030968464786206785,0.004143279878454653,0.004864785649800951,0.0023621521211682865,0.011471835132780984,0.014237761240846957,0.0004832194674299295,0.00016054004597647556,0.00020564763398043251,0.000111300558146975,0.0014510321644896074,0.00038446052576589836,-0.000277571833449497,6.574519127137533e-05,0.0009678126970596779,0.0004040601671511363,0.0012453845305091748,0.0004164428980846924,0.0002065102038304012,0.00010610202237682031,0.0003268805042990097,0.00022362393206581342,0.0012376571679307835,0.00037409907632055033,0.0012203011507621931,0.0003859819404114783 +312,SalVentAttn,0.004967484118260624,0.01772659544595978,0.012868629850327482,-0.007484292356834477,0.010647106775904054,0.020443298657831833,0.012453796003624123,0.027927591014666308,0.005602414095541481,0.002716703211872051,0.0019313261516400934,-0.010200995568706527,0.010333136573522559,0.0003477041220157906,7.354439780651712e-05,0.0001894842918184647,8.046454562494088e-05,0.0008334943363998981,0.00022313453562352418,-0.0001582198301973259,8.304411732352432e-05,0.0004857902143841075,0.00015982947618748298,0.0006440100445814334,0.0001717415638715874,0.00018236852084494438,8.613548420040579e-05,0.00031889903405126765,0.00014035887243832873,0.0007482311481685766,0.00021166085169567562,0.0007114674507183505,0.00022813931711513326 +313,SalVentAttn,0.006681381774409074,-0.0019465440752737706,0.004561705759975782,-0.027689163099677217,0.005485130055567298,-0.0004789494307364084,0.005342968594925468,0.02721021366894081,0.002259530324381479,0.0014675946445373623,0.0015032709043776159,-0.029156757744214577,0.004381588182638252,0.00039783281850043207,0.0001180924044211459,0.000246734258756498,0.00010724123239786274,0.0005878362931380332,0.0003330249582484,-0.00015109855974393405,0.00016623732946308755,0.00019000347463760114,0.00023518925828179343,0.0003411020343815352,0.00033627980590747285,0.00029665429663341405,0.00012193949338244616,0.0002799010832374993,0.00012482659374274922,0.0004911716933902576,0.00018643477568630544,0.0005918381380376258,0.00026472563806180543 +314,SalVentAttn,0.0058665534724077345,0.020933271386164076,0.01463588131910887,0.0030230612262030165,0.015443715136068422,0.025142796968743573,0.014997849578551605,0.02211973574254056,0.0016023362240586115,0.004209525582579499,0.0024247957538903017,-0.001186464356376482,0.014914129118854097,0.0004734084707315622,0.00011918026841504645,0.0003416005075698392,0.00023005665405355008,0.0009884959830474883,0.0004274294056756294,-0.00013180796316172305,0.00018136481445606167,0.000515087512315926,0.0003571169470740197,0.000646895475477649,0.00025807072653970936,0.0003940701686330206,0.00022286167520776994,0.00037946139249707135,0.00022255787892097972,0.0007574982677700737,0.00022510609447532045,0.0008921277087406531,0.00030756307291156194 +315,SalVentAttn,0.0071506116635651545,-0.002618639853991889,0.0034228530132392153,-0.023546229215868308,0.0025784471949706826,-0.0015207046547509595,0.0018315210186612718,0.022025524561117348,0.003583065812534407,0.0010979351992409293,0.002049763256339024,-0.02464416441510924,0.0019741444610845696,0.0006892887187893493,0.00028833383455932116,0.00029122303602422404,0.00012842694419153836,0.0007669702305358239,0.00036787118878191786,-0.0003980656827651252,0.0002586925508897043,7.768151174647464e-05,0.0001794297706499976,0.00047574719451159986,0.00028278286037048794,0.0002881832675605267,0.00013073682783875998,0.00035052213778521415,0.00014675667566543016,0.0007425220654041276,0.0002331702451306775,0.0009898112830267537,0.0002558579655757443 +316,SalVentAttn,0.005604980833180816,0.00932003065504421,0.007784067450803863,-0.006955042346566765,0.01183215229325164,0.01417322454194898,0.010300215439589575,0.021128266888515747,0.0025975460996984197,0.004853193886904772,0.0027235336621893504,-0.011808236233471537,0.009380967881786138,0.0006596090216253847,0.0001997315147505558,0.0004241810969201065,0.000251317072835681,0.0013482181772592305,0.0005286357477344317,-0.0002354279247052782,0.00010840372070596917,0.0006886091556338458,0.0003450346880810606,0.000924037080339124,0.0003284560438736092,0.0005132365813012463,0.00024227293075898925,0.0005325862640829238,0.0002573205217844469,0.0010256123984774934,0.0004031368325107951,0.0012133144655120498,0.0004674736833162634 +317,SalVentAttn,0.0064422290826006935,0.003057003476887599,0.004066867401395061,-0.007850403827143259,0.011648712745037532,0.007143776189216022,0.006709060305825032,0.014994180016359281,0.005104615175210462,0.0040867727123284235,0.002699569599687214,-0.011937176539471683,0.009078508152201284,0.0007899060507726263,0.00024243874509414923,0.0004983585048381478,0.00018367616610713892,0.0009737227784664792,0.000502307241554034,-0.0002915475459344785,0.00014622711551773591,0.00018381672769385293,0.00044416921296549193,0.00047536427362833146,0.0003649018686707041,0.000514822120881031,0.00018722968154511306,0.0005924533507092544,0.00020577796926307887,0.0008206887967600274,0.00037198954192840203,0.0008553472788989325,0.0004616752478580731 +318,SalVentAttn,0.006451531661157611,0.011782582475745396,0.011448967553831887,-0.010333136647860819,0.011717335405688607,0.01294136195580935,0.012074600297730097,0.023274498603670167,0.0013106191347848385,0.0011587794800639538,0.0027657590817174297,-0.011491916127924773,0.010920368476276124,0.00046740857335414443,0.00018319398292738917,0.00030741529550164514,0.0001608495228978126,0.0011217992137759092,0.00036465306807725195,-0.0001599932778524993,7.271710121382332e-05,0.0006543906404217648,0.0002946356466693182,0.000814383918274264,0.00024866290873820385,0.0004274434415563855,0.0001795359936703659,0.0004319877051640164,0.0001831319789377279,0.0009775760106601528,0.00037438039107708305,0.0011945959806620055,0.0004257652519578879 +319,Limbic,-0.012150632491106327,-0.001794828735933085,0.002923598965392877,-0.02593637202328449,0.00575660838126514,0.0003971637387157445,0.003220446619708547,0.02633353576200024,0.0029113911575354774,0.0021919924746488296,0.0016359102024505457,-0.028128364497933322,0.005087852432322315,0.000209204868407209,0.0001550753318710996,0.0002269899712723289,0.00021722132466920192,0.0005381882095315315,0.0003361714758836565,1.778510286511992e-05,7.187499206644474e-05,0.0003289833411243226,0.00020072405778871538,0.0003111982382592027,0.00014564200214287057,0.0002510872811152254,0.00023217594655598975,0.0002364653494022706,0.0002551113119092447,0.00025126704349589526,0.00029197768184777953,0.000311151071441107,0.00034516995307874227 +320,Limbic,-0.002074112882273393,-0.011318578225939402,0.006372793954363783,-0.03304666593373353,0.006471994643081231,-0.009774307973388584,0.005493221252977543,0.023272357960344946,0.0034965217578206667,0.0015442702525508168,0.001925633734711138,-0.03459093618628435,0.0068696889558428394,0.00038143877139895643,0.00021671838253877506,0.00014342875650970034,0.00010089786453396764,0.0007454478081704074,0.000299251125860097,-0.0002380100148892561,0.00014946190559928446,0.000364009036771451,0.000107476489982931,0.0006020190516607071,0.00023845460167604983,0.00018877862454731443,9.346014177366154e-05,0.00026978866921485435,0.00015604460417897796,0.0005211113741447005,0.00026951878814790935,0.0006020407043987097,0.00028771763773696344 +321,Limbic,0.000382591261576901,0.003266694969642736,0.003979273430204066,-0.01627486100099924,0.005078217156513855,0.0048265892849375545,0.003259287209750409,0.021101450285936796,0.003337064038516196,0.0015598943152948185,0.0009078949663128878,-0.01783475531629406,0.005604152407289519,0.0003213644123489567,0.00021082453878071934,0.00011570652637353796,9.638083677255204e-05,0.0005454211972441003,0.00013420036375193925,-0.00020565788597541878,0.00018087442815176765,0.00022405678489514357,0.00010254565906676007,0.0004297146708705624,9.662168261863158e-05,0.00015480066044522013,9.488232398023136e-05,0.00014589209025572814,7.670044873340872e-05,0.00021344022610001457,0.0001319935330289535,0.00031035622857817914,0.00017113556395141703 +322,Limbic,-0.014562783271443787,0.014732370372321068,0.008176387092484368,-0.006013297212902424,0.011127110189571073,0.01851930383464475,0.009004740403071523,0.024532601047547176,0.0032021396338099443,0.003786933462323683,0.0020289904014022474,-0.009800230675226108,0.01030518316525647,0.0003071248230139156,0.0002749658927268155,0.00010004768007818577,0.00010357061017284708,0.0006033916247981663,0.0001056370151524837,-0.00020707714293572989,0.00017297884516239795,0.0002962668017842507,0.0003495265860503777,0.0005033439447199806,0.00018650678055199762,0.00011598352073545204,0.00010827174126263975,0.0001619019963936097,0.0001304147004376922,0.0007426217797237289,0.0001530447483118197,0.00071354517219675,0.00015377528908256573 +323,Limbic,-0.0009732496295553698,-0.004616794020414883,0.00208963190631207,-0.02532384522823472,0.002227802656066934,-0.002060501972630191,0.0023557668063602785,0.02326334325560453,0.0020598132974812104,0.002556292047784692,0.001505887661672957,-0.02788013727601941,0.003062433174939717,0.0003939117086802613,0.00019666904783059618,0.0002208265567901435,0.00015214035807045275,0.000802257635921122,0.00018398113236779506,-0.00017308515189011774,0.00017957169177043925,0.0004083459272408607,0.00029988860937284087,0.0005814310791309784,0.00026201385949257007,0.000269576682461925,0.00015075837550902207,0.00029557090887306626,0.0001623931983567903,0.00043405915999934487,0.00015947278681210103,0.0005802523153121575,0.00019561435224432425 +324,Limbic,-0.008054473834760005,0.00692939649699007,0.005482818581206443,-0.0056857039868350116,0.004817027350411798,0.011750509029838475,0.0052545111318999275,0.017436213016673485,0.00544063086575984,0.004821112532848404,0.001995971139881851,-0.010506816519683415,0.004386372496953556,0.0006206613317635279,0.00035438688671546244,0.00035252623727417555,0.0001924871159621045,0.0005285822761671888,0.00038428244163532727,-0.00026813509448935234,0.0001707539966602377,-9.207905559633911e-05,0.00014161043656393365,0.00017605603889301325,0.00021018426670068934,0.00036565444563483316,0.00018570636124393518,0.0005349883895823693,0.00021393978641072822,0.0007516691774771989,0.00026416752559188424,0.000759060857001792,0.0003021414606033632 +325,Limbic,0.0012095715273751106,0.06077792240419684,0.0167335555861211,0.03594043705403664,0.017905902950448423,0.06545316124703238,0.019317864415943818,0.02951272419299573,0.0028916002245588557,0.004675238842835538,0.00296407323060497,0.031265198211201106,0.015181365010721237,0.0007950114272210485,0.00034259568003047405,0.0005287212718789958,0.00021589774428031083,0.0011571630406635336,0.0004918405260987095,-0.00026629015534205267,0.00016723028785870764,0.00036215161344248513,0.0002629778542423259,0.0006284417687845379,0.0003521345559104512,0.0005489962984954966,0.00021019050039711615,0.0007077709907081564,0.00021065388402282943,0.0010228404166235717,0.0004291567435458863,0.0011307817442679723,0.0004017286526313791 +326,Limbic,-0.009551765784133592,0.08466794060435945,0.015022126295005463,0.06968637660403806,0.016323595725708975,0.09095900518479376,0.016275226386241685,0.021272628580755692,0.0017062410272596358,0.006291064580434313,0.001390519786015551,0.06339531202360375,0.015026170678935344,0.0004784833559638102,0.0002483895459006206,0.00048378321206092866,0.00013118503815579677,0.0012168247203168336,0.00037771588240082947,5.299856097118471e-06,0.00013843403351687647,0.0007383413643530234,0.0003735243170104732,0.000733041508255905,0.0003301683872552865,0.0006479563900067209,0.00016830923024649408,0.0006161876088974338,0.0001837000887796652,0.001171140168179452,0.0002898723443160407,0.0013511211262373867,0.00035765513645092653 +327,Limbic,-0.0008307046059215313,0.07106523597115366,0.024967416285871173,0.04185221097386107,0.02708568603120346,0.0723980596134598,0.027282559567048316,0.03054584863959873,0.0037880294138567757,0.0013328236423061357,0.0028334714546769894,0.04051938733155493,0.024624749610165152,0.00042990436052079415,0.0002584155077989855,0.00040893516209785654,0.0002825430438312014,0.001017123220873617,0.0004082908984765468,-2.0969198422937652e-05,6.353437251750003e-05,0.0005872188603528228,0.00036373703627614663,0.0006081880587757605,0.0004225595189564653,0.0004813672179047934,0.0002629187628398009,0.0005518000296092174,0.0002891901674003592,0.0008787699319706688,0.0002993084574526833,0.000990056882022028,0.00031035160562059306 +328,Limbic,-0.011153907554251805,0.0881609985574936,0.02042674334630455,0.06152026164636033,0.021041857069361108,0.09171789856431431,0.02181836561292211,0.030197636917953984,0.0017310862767698572,0.003556900006820718,0.001625949970758235,0.057963361639539614,0.019712432834457987,0.00033421342888064756,0.0002454486532050848,0.0004870771161225473,0.0001701297148820748,0.0012678773270249576,0.00029018854990368843,0.0001528636872418998,9.153254840514385e-05,0.0009336638981443102,0.00040391878962246346,0.0007808002109024103,0.00037632747390653313,0.000591542383761956,0.00019430347455402523,0.0006718203584591854,0.00017119489441039538,0.0010997424518920163,0.00016593471000138908,0.0013924115089474,0.00021072139297413997 +329,Limbic,-0.008167645503826494,0.10548701266111307,0.028849535211771474,0.06358593982441899,0.025816786990675335,0.10440376000131743,0.028469344853014122,0.04081782017689846,0.005140923665383567,-0.0010832526597956305,0.0015300124125684654,0.06466919248421461,0.02598930123672437,0.0007308231330247494,0.00017556109851740002,0.00034524198758139056,0.0001309247262359775,0.0014772886514395455,0.0004165869155297654,-0.0003855811454433589,0.00018633140320407115,0.0007464655184147961,0.0003461566925290549,0.001132046663858155,0.00038728262114209536,0.00077117964991682,0.0001894251717280013,0.000985799910122731,0.00026503123127820085,0.0013567214317969257,0.00033593380139139943,0.0015055938827136738,0.0004181020446048444 +330,Limbic,-0.008549315129397132,0.03672632978830905,0.013701346918643404,0.016199001619764574,0.01702788395698049,0.037805153331261485,0.014022577001278942,0.021606151711496914,0.003927049564245291,0.001078823542952434,0.0015387439060061423,0.015120178076812141,0.01651042515929945,0.00025988119057236415,0.00023591910326231587,0.00030585867540677825,0.00013990520349822888,0.001046812562461108,0.0003661371135521214,4.597748483441411e-05,0.00010895701668597622,0.0007869313718887438,0.0002992270239571892,0.0007409538870543298,0.0003100032520645813,0.0003804875268938579,0.00013264385977121204,0.0003644757847076407,0.0001468075362844903,0.0009742712132926768,0.0004254940943119742,0.0012081793338674096,0.0003798197001643824 +331,Limbic,-0.0034595112535269375,0.03132447704072612,0.006742297146355066,0.012054348488389377,0.0037293536721645253,0.034681412026443016,0.005995963999112628,0.02262706353805364,0.004494682869622979,0.003356934985716897,0.0012620557881090008,0.00869741350267248,0.0040093098307969555,0.00028714954686370753,0.00012743037518953064,0.00022029969397925343,9.508360244763667e-05,0.0011879542669057442,0.00037011973955349686,-6.684985288445411e-05,8.877813948379634e-05,0.0009008047200420366,0.0003502668842287995,0.0009676545729264907,0.0003065106838152569,0.00025221653621019244,0.00010760265888936026,0.0002560408793370383,9.47886035870211e-05,0.0009672007931287308,0.00030000330227830565,0.001175210646745284,0.00039068036275036357 +332,Cont,0.0020733164177598458,0.02400324597509331,0.013473167903116805,0.0029455999436504452,0.01750167583602104,0.02490383551212314,0.014861306912344606,0.021958235568472696,0.005183372019921443,0.0009005895370298278,0.0020514130849567974,0.0020450104066206177,0.01578473543709229,0.00018947979762959922,0.00014669199235180306,0.00024625876306043625,0.00011931885908279913,0.0005610337760236339,0.0003472002363500033,5.6778965430837045e-05,0.00012666059962744515,0.0003715539783940347,0.0002988103276738719,0.0003147750129631977,0.0002695966113304791,0.00027689714651217833,0.00011007747169374339,0.0003105423524636386,0.00014972240090361098,0.0005582460903042818,0.00015807942323265377,0.0006372599056110983,0.0002594741957381408 +333,Cont,-0.013315436279344823,0.08102670551169522,0.02396100571988069,0.06238350122547824,0.02312218142050682,0.08723202471427957,0.023708150844743734,0.024848523488801334,0.0051041541441457115,0.006205319202584358,0.002140499321116864,0.05617818202289389,0.02308149462357569,0.00039382741275526543,7.941657557880792e-05,0.00058707181793205,0.0001609564860679859,0.0021570856227705938,0.0007040100534719304,0.00019324440517678453,0.00018237304421116785,0.0017632582100153282,0.0006877953846859375,0.0015700138048385438,0.0006716841600869157,0.000625140501603827,0.0001486115860996951,0.0006624224460382688,0.00012389416962071877,0.0021475818024500716,0.0005450462323481184,0.0024135967598662546,0.0006383872697044472 +334,Cont,-0.0037640297341645385,0.07569797134951473,0.0241735297914863,0.04241992401899064,0.02115525743847529,0.07653833384495687,0.024536924684464452,0.034118409825966235,0.005399251608992511,0.0008403624954421484,0.001511546457957618,0.04157956152354849,0.020643499559142766,0.0007038893236411825,0.0002673391557326403,0.000606210703451171,0.00026007227029197264,0.0012146983865651607,0.0003225652786587691,-9.76786201900115e-05,0.0001815957393481336,0.0005108090629239781,0.00029909981857291116,0.0006084876831139896,0.000223401052221153,0.0006956376895939975,0.0002677679968619119,0.0007701289400748656,0.0002601802995650763,0.001386367163951041,0.0002632438291818905,0.001451775971651559,0.00028863651415506135 +335,Cont,-0.002657259377882135,0.033998275750275676,0.01312427871030714,0.01509458614869461,0.017296950615757138,0.03680594408249538,0.01447649655747153,0.021711357933800766,0.004573489589344557,0.0028076683322197037,0.0028293925308678744,0.012286917816474906,0.01557072938248636,0.00029424237535546904,0.00012665470757377138,0.00023875433831075377,6.54924761687924e-05,0.0006348963645728567,0.00019943937451345363,-5.548803704471528e-05,7.218711198848314e-05,0.00034065398921738764,0.0002661505348731296,0.00039614202626210294,0.0002059381286772824,0.0003282557514093787,9.361065555874133e-05,0.00033514568815058433,0.00012419221370894983,0.0005853685292251277,0.00020060878678788402,0.0005979913834334826,0.00020152831164164017 +336,Cont,0.005442676868581611,0.029089642819219996,0.0055436115920730255,0.010670852674564201,0.007754834587166961,0.03458395722425021,0.006646964488395872,0.023913104549686003,0.0031869539920120543,0.005494314405030209,0.001596524470536065,0.005176538269533992,0.006860064505868511,0.0010979445482913297,0.00033225134966117923,0.0007354475361053936,0.00022946111628414093,0.0013640316112272898,0.0007081101962229055,-0.0003624970121859361,0.00013314740108013933,0.0002660870629359602,0.00042525326195849,0.0006285840751218963,0.0005502458072583799,0.0007735141258258471,0.00021563761539807923,0.0009513615478737858,0.0003179331029053626,0.0013550284526915092,0.0005507972380837666,0.0012742327576135137,0.000621442971584172 +337,Cont,0.004488944814720805,0.03947212438995755,0.011709799351006635,0.012795350543675355,0.009969449674024373,0.042540131524478796,0.012061591373350977,0.029744780980803444,0.0032055955193753564,0.0030680071345212446,0.001851605093239934,0.00972734340915411,0.009382598301262045,0.0007441043403675574,0.00042800413058023424,0.0004316466442143785,0.00029352753666894753,0.0010918032679640977,0.0005504096296738265,-0.00031245769615317887,0.00016571832700493027,0.0003476989275965403,0.00019414384382415934,0.0006601566237497192,0.00034121847440231416,0.0004934695546949142,0.0002886785937569241,0.0005229589943373858,0.00029229591324241944,0.0009487177132502245,0.0005383523465934591,0.0010263099593282865,0.0005139024447753375 +338,Cont,0.001127611073915245,0.05235785921819527,0.010743877518716577,0.024237611500516065,0.012557456565420975,0.05473302569017739,0.012214411727496688,0.03049541418966133,0.0033958387523865792,0.0023751664719821263,0.002781503453361099,0.02186244502853394,0.010622245248823384,0.0006792031433717316,0.0002624245508093373,0.0003424310325528479,0.00013533914709129615,0.0019602596666603578,0.00038528616046849633,-0.0003367721108188837,0.00020295253927818177,0.0012810565232886262,0.0005310780807240875,0.00161782863410751,0.00047062509380222425,0.0005081894582787072,0.00015535058521275652,0.0006322909237211016,0.00013485818813273258,0.0009642892196789043,0.0001927297604017553,0.0016147915499584275,0.00026580666150733626 +339,Cont,0.004952709736229248,0.04433642844291903,0.01405620015595699,0.015601295767752533,0.01934978250182335,0.04774350827539127,0.01663974547060683,0.03214221250763873,0.0031487135534855317,0.0034070798324722373,0.003074104436443194,0.012194215935280295,0.016641983389211818,0.001007299590493771,0.00030253762491589634,0.0005357011551242019,0.00025389242935092295,0.0018798829544865558,0.000535370815899803,-0.000471598435369569,0.00014399390060875977,0.0008725833639927849,0.0005132882243122172,0.001344181799362354,0.0005982503306857919,0.0006134008768908128,0.000232929070445093,0.000733467671201593,0.0002674555950747846,0.0015884549915754498,0.0005418411930256155,0.0016754238856989457,0.0005207303873837854 +340,Cont,4.986739663444575e-05,0.05022046340905948,0.015972839300559236,0.02776314621309739,0.01946461304789257,0.054687330748641,0.017992184019205364,0.026924184535543617,0.004041454777991781,0.004466867339581526,0.002535435777384387,0.023296278873515864,0.017328249253998666,0.0007520652459310773,0.0001715735585546961,0.0005571044770687816,0.00020012162066174988,0.0014307326482858374,0.0004839483068721461,-0.00019496076886229562,6.90714481599884e-05,0.0006786674023547601,0.0005980108215990551,0.0008736281712170557,0.0006428439476170508,0.0008372730122514049,0.00013820885245763735,0.0008464054005867805,0.00014441991157403404,0.001243906995220856,0.00018295444139243336,0.0013429188071130804,0.0004060310082980357 +341,Cont,0.0020263559160658006,0.05738489534358384,0.01854107461820642,0.03085482712322767,0.021208416755865177,0.06029147796091583,0.020333683482689303,0.02943665083768816,0.002117424346912592,0.0029065826173319876,0.002147512760546897,0.02794824450589568,0.019442297095198555,0.0005193523657203158,0.000288178134279206,0.0003807457367430711,0.0002163905802342834,0.0009002997453312567,0.0004280049439654125,-0.00013860662897724474,9.790005428816994e-05,0.00038094737961094085,0.0002976417922058909,0.0005195540085881856,0.0003547746970020139,0.00039767906502159446,0.00020490828309121045,0.00042433721447008297,0.0001981073101060198,0.0006791486951337911,0.00037397042405146603,0.000810564721828455,0.00032734501192266234 +342,Cont,0.005015407073712706,0.01849566954844062,0.011697707359107313,-0.0035419160497266234,0.011360379887796278,0.02172027513195991,0.01270662629121068,0.025262191181686534,0.0037377715352974682,0.0032246055835192912,0.002260673740356083,-0.006766521633245914,0.009821358022896532,0.00033971804700905217,0.00016878307522528492,0.00018733684351928125,9.124077087569608e-05,0.0013611256864015432,0.0004423282841417955,-0.00015238120348977092,0.00010389392147922629,0.001021407639392491,0.0003550317906561009,0.0011737888428822619,0.00039897353295725033,0.00024733566672139327,5.949054585812061e-05,0.0003764662310034472,0.00014687723715788652,0.001074033403208552,0.00034672882407997443,0.0010354633737448937,0.00046729782470172876 +343,Cont,0.004775307168339434,0.019521611343154287,0.007931606323879539,-0.003334021741993087,0.011983848825393264,0.023301270003670237,0.009893985334728336,0.026635291745663325,0.0028153198549822583,0.00377965866051595,0.0022431583530183965,-0.007113680402509037,0.009988787735704916,0.0007745472444248725,0.000251016437984329,0.0003461943699427872,0.00016638331881364395,0.0011517214584987113,0.0005300449949401105,-0.0004283528744820853,0.0001440958888822161,0.00037717421407383877,0.00048792234081264846,0.000805527088555924,0.0005651829498451966,0.00039951729892544473,0.00017339905431648523,0.00044406415180666683,0.00018943757331927065,0.0010601978999431826,0.0004348211307536235,0.0010533883408295973,0.00045611016731770534 +344,Cont,-0.0019373380082430471,0.03299712320020594,0.01689040530824989,0.008879008907973463,0.014125425777069562,0.03503006949794043,0.01802867879387479,0.026151060589966968,0.004472916444319893,0.002032946297734495,0.0012180827027719453,0.006846062610238968,0.012944823640774138,0.0006687368251458104,0.00021799031661883861,0.00034542900496576935,0.00019709426888563675,0.0010495187810033225,0.0005202576644277695,-0.000323307820180041,0.0001329463599720299,0.0003807819558575121,0.0003835612381682015,0.0007040897760375531,0.0004005891102241997,0.00034099309129460577,0.00020534211341600807,0.0005436916894914878,0.00026796252572066465,0.0009642138935414213,0.0003153675130474121,0.0010044064124808294,0.0004871955224924068 +345,Cont,0.0008241336636877316,0.04609864455533459,0.012831976415927137,0.0205902814166532,0.013363890197372144,0.048081487301136636,0.014117197095467764,0.02749120588448344,0.0024951282180051167,0.0019828427458020493,0.0027604052793452957,0.01860743867085115,0.011955635778010556,0.0005982858658885703,0.0003052229925846647,0.0003120178945289043,0.0001923294134993934,0.0010312087120410763,0.0003410257444253407,-0.0002862679713596661,0.000126847428028197,0.0004329228461525059,0.00032589183174783,0.000719190817512172,0.0003279977001199683,0.00038132437229705386,0.00015156050704343493,0.00047730398671474994,0.00016488383535679917,0.0008356652931419406,0.00030265698921367874,0.0009330903580497373,0.00031912725850555127 +346,Cont,0.0032389855014344307,0.03392457998735976,0.026654277499279826,0.02166889645500214,0.028195573589385937,0.038261034485057334,0.02622370112374681,0.016592138030055194,0.005138172450631212,0.004336454497697572,0.0007789155412646452,0.017332441957304566,0.028570726207637103,0.0005276600027801726,0.00014597869294198705,0.0003283754389880711,0.00014249629570401546,0.0007514866666287423,0.000253504091964439,-0.00019928456379210148,0.00012955088767904578,0.00022382666384856975,0.0003142666360596004,0.00042311122764067123,0.00022986132451226449,0.00037125855978539237,0.00012895980936871972,0.00038201366703329855,0.0001566198172887443,0.0007068470468895027,0.00012892201890541663,0.0008290095430732558,0.00023635443149994784 +347,Cont,0.0054679316885442725,0.023073635033796558,0.007803196106146916,0.006421055699071321,0.011526152895169185,0.027888261364505108,0.009850301972572719,0.021467205665433788,0.0031556207039986645,0.004814626330708549,0.002525352685350375,0.0016064293683627716,0.009582283736675802,0.0008215072323683126,0.00033455580532621603,0.000551793740926776,0.00022278709976765676,0.0015328707439175916,0.0005060191192116763,-0.00026971349144153665,0.00012980334122916654,0.0007113635115492789,0.0003040694104438859,0.0009810770029908156,0.0003648102907547861,0.000582006241217603,0.00022001049215007886,0.0005743770451639652,0.0002432340541132682,0.0012480716534536197,0.0004732582043717324,0.0014812918806061282,0.0004911345311262946 +348,Cont,0.0037806190617592187,0.02726032363919586,0.00803909252304865,0.007892722111848837,0.010440434032755967,0.030565902177929073,0.008884473940348215,0.022673180066080233,0.005422383489492431,0.0033055785387332117,0.0021156955181877604,0.004587143573115626,0.008694978716657477,0.0005829076824805046,0.0002230604516823458,0.0004436996715478037,9.925345152833915e-05,0.001283476229292413,0.0006439412302830313,-0.00013920801093270097,0.00024870950909229605,0.0007005685468119083,0.000476202795308177,0.0008397765577446093,0.000601349795943748,0.0006622268040720636,0.00017520945980268492,0.0007024526217635607,0.00019392898668478678,0.0009854690484914386,0.0003914136987435925,0.0010773608340121533,0.00044537488206673834 +349,Cont,0.0054742463776510115,0.0331662000686556,0.005457054261236053,0.00864072663161799,0.011974288189899596,0.03771036948372133,0.008102889143194923,0.02906964285210334,0.004691022976435228,0.004544169415065724,0.0028558903623225585,0.0040965572165522655,0.009171825776607146,0.0005769985496024254,0.00019221841706838433,0.0002343793583629017,0.00011655357316575036,0.0016271537333285124,0.0008147372203574443,-0.0003426191912395238,0.0001103899938877898,0.001050155183726087,0.0006929950277110684,0.0013927743749656107,0.0007837015991036153,0.0002506619292603762,0.00011987805996062974,0.00042101795008642195,0.00021206552845991916,0.0016277610414143107,0.0006203262928676184,0.0014326242652585198,0.00065937151120984 +350,Cont,0.0017268116225391315,0.028168437259992695,0.015704548465218546,0.008805926129358266,0.014322132092923238,0.03279867832967531,0.015020646420839981,0.023992752200317047,0.003730547099958393,0.004630241069682617,0.0015824621059224258,0.004175685059675649,0.014756905749039722,0.0005774140513105097,0.0003318810830506278,0.0005053704092736977,0.00023294332984529528,0.0005671801147967726,0.00041150348588155745,-7.204364203681202e-05,0.00017232991876323488,-1.0233936513737164e-05,0.00025438434479162014,6.180970552307485e-05,0.00020541656426192325,0.0005731058223249486,0.0002702609593735939,0.0006028694357831599,0.0002763422653283561,0.0006543874113631665,0.00034109570926239217,0.0005627519307271234,0.0003927631621374724 +351,Cont,0.00452225190730613,0.07054447924328935,0.014793237334272806,0.0504199638043515,0.01715705797240118,0.07236198829449118,0.015616547588091584,0.02194202449013969,0.0034259742519077894,0.0018175090512018376,0.0017788219993642531,0.04860245475314966,0.01637540477164228,0.0002781431919773203,0.00011169012966307282,0.00019121257930860837,0.00010764898842208348,0.0015756486334133069,0.0006850978890460843,-8.693061266871194e-05,0.00011738086713161557,0.0012975054414359865,0.0006027708574053333,0.0013844360541046985,0.0006638396071985375,0.0002168150348947462,0.0001081676797073142,0.0005392338214303072,0.00015696409903012977,0.0014033501629823642,0.0004640158566865099,0.001410064884139195,0.0006497093458412906 +352,Cont,0.005629156956195736,0.060791332132713635,0.019970442029302246,0.0289190018927566,0.018987900567974853,0.06043919830677964,0.020722042611959653,0.03152019641402304,0.001983048223690155,-0.00035213382593399787,0.001822376743581216,0.0292711357186906,0.018306646119307046,0.0004579540433645057,0.00019408983356986864,0.00015314299444861844,7.639139043361107e-05,0.0017350665002388022,0.0003926748392932186,-0.0003048110489158873,0.00020435795409702083,0.0012771124568742964,0.00036987105090597943,0.0015819235057901837,0.0003692447546001088,0.00015997034528820732,7.036211960177908e-05,0.0004413657131890236,0.00011030049031840514,0.0015774354019996606,0.00023720434545256415,0.0016028476018763004,0.0003949284821760544 +353,Cont,0.005981924733538489,0.061096148446416046,0.02003997722172927,0.046256400111029536,0.01811947619480973,0.06534054168416474,0.01903339195630036,0.019084141573135205,0.0011719462984278411,0.0042443932377487,0.0013874003049497501,0.04201200687328084,0.01912118613867163,0.0007131202671837311,0.00028718765686459164,0.0004154647910943332,0.00020298941667685032,0.0025167598315971595,0.0003635672077074755,-0.0002976554760893979,0.00012838812915707908,0.0018036395644134284,0.0005731681656759012,0.0021012950405028263,0.0005132196570109624,0.0005007481308342276,0.0001987641930891456,0.0007663161094389803,0.00023046384748473496,0.002124911087971859,0.0004372511477297426,0.002197347391223725,0.0003916161006321617 +354,Cont,0.0013746462784863034,0.056186087040924516,0.010699371550167302,0.02715519170778009,0.014566429763166787,0.05538622762353098,0.011966252990016028,0.02823103591575089,0.0032360782467233664,-0.0007998594173935336,0.002655154005173952,0.027955051125173623,0.012974564402371188,0.00039177962318723834,0.00020758798223471703,0.000223694057274626,8.499750290242722e-05,0.0011603587058576226,0.00043189260124489135,-0.00016808556591261237,0.00014171980942686747,0.0007685790826703842,0.0003039336111676461,0.0009366646485829966,0.00037543039111270787,0.0002377031166042931,7.90522900696649e-05,0.00039956968604177857,0.00013080911259581113,0.0011912280234664951,0.0003141785722400003,0.0011505772605737486,0.0003936779833087126 +355,Cont,0.0026547639143042665,0.04901648726443821,0.006420365299130855,0.03238433396626113,0.008314442412568197,0.05232243957631948,0.008062902830628623,0.019938105610058356,0.0011257738378712364,0.003305952311881266,0.002219249540797375,0.02907838165437986,0.0068289204113245764,0.0004078316550855998,0.00018245021584420518,0.0001597345066066458,6.343749160350052e-05,0.0015398458720424113,0.000648735481045482,-0.00024809714847895403,0.0001244020214509109,0.0011320142169568114,0.00047424345356189595,0.0013801113654357655,0.000588665376377478,0.00021027382091225454,8.341587045064176e-05,0.00045306323547444904,0.00017027789999392073,0.001336907429291001,0.0005957934233677373,0.0014265540426007695,0.0005891293339087629 +356,Cont,0.006365214458663297,0.01309539944870961,0.008472967519436894,-0.0007003956746056472,0.010122338015659251,0.014899438974563074,0.008296661614035606,0.01559983464916872,0.00324911446322859,0.0018040395258534625,0.002056170521202721,-0.0025044352004591095,0.00967442564413024,0.0003283365860531351,0.00012646776725463014,0.00013834221783732837,4.314571172747236e-05,0.0015869356775449761,0.0004418669989589472,-0.00018999436821580672,0.00012769165796040438,0.001258599091491841,0.0003864511612616971,0.0014485934597076478,0.00045261493083349356,0.00018154610998941668,7.3769253300429e-05,0.0003137279779251934,0.0001314304219430253,0.001236809035603903,0.00025793474818926334,0.0012494337655613252,0.0002995271980269187 +357,Cont,0.006010930762534888,0.03432940596945864,0.013986277568049703,0.007571085731237703,0.013783691863836368,0.03804468740635201,0.01382470462517818,0.030473601675114304,0.0032956675794881493,0.0037152814368933695,0.0015274839867325774,0.0038558042943443336,0.013974407701132091,0.0002338067923569387,0.00011528430337206449,4.292142430777357e-05,4.7344703881176556e-05,0.0013840898458321149,0.0003913014526879628,-0.0001908853680491651,8.863917030491591e-05,0.0011502830534751763,0.0003006996179143944,0.0013411684215243413,0.0003812058195257888,4.719018806029762e-05,3.814186509768494e-05,0.00015299417131178216,5.509669834209833e-05,0.0011247378073462766,0.0002250502518270751,0.0012120572832763354,0.00019904236699774081 +358,Cont,0.005331294119184102,0.03332340739952853,0.010197928337984276,0.017250385064675845,0.009349679140513455,0.03614366965295002,0.009835764705457477,0.018893284588274172,0.002883670688578233,0.0028202622534214904,0.0010255598031739374,0.014430122811254354,0.009484137874601515,0.0010454909534431955,0.0002948959966420129,0.0006752982303807942,0.00018457161033204894,0.001807948263077086,0.0005857198503404007,-0.0003701927230624014,0.00013581399597731528,0.0007624573096338905,0.0003256008594119388,0.0011326500326962919,0.000452548882282347,0.0007769788212822704,0.0001953435357996641,0.0009540702875497243,0.00023504267066225902,0.001648702785162337,0.0004753412042487772,0.0017402380414496045,0.0004795746940062194 +359,Cont,0.005033234905089991,0.04987107401433675,0.02078709308428618,0.029718056458161123,0.021427025341887427,0.05214775143338864,0.021337971472168864,0.02242969497522751,0.004162773794146735,0.002276677419051887,0.001529604497378561,0.02744137903910924,0.02060914273628959,0.0009961393303210774,0.000400073073939529,0.0006507509174543902,0.0002442906010195679,0.001965278189655062,0.0005939241111524969,-0.0003453884128666873,0.0001726646388648989,0.0009691388593339844,0.00039281567474619026,0.0013145272722006717,0.0004081926399017522,0.0007135149019191544,0.0002638957906294011,0.0009506139060212471,0.00034222927289623674,0.0015506883050888875,0.0005277417474507406,0.0018341213713999993,0.0005903786760125179 +360,Cont,0.005970722459257997,0.056867567290644724,0.014698913559250197,0.03483040607983887,0.019786654467109303,0.061214321639634896,0.016135229383836984,0.026383915559796023,0.003995853729216761,0.004346754348990167,0.0023167050349888444,0.030483651730848705,0.018431477269143605,0.0011574785374269593,0.0003393866322238278,0.0007806398137409687,0.0002330622580760294,0.002478730326190659,0.00042579209951955506,-0.0003768387236859905,0.00012610210555085203,0.0013212517887636998,0.00031593205439242996,0.0016980905124496903,0.00036688720650789226,0.0008100404864105126,0.00023426713650795508,0.0011074504816510843,0.000291964267221681,0.002179670254557098,0.00037040753104559206,0.0023319998284669907,0.00044001406574336775 +361,Cont,0.00545921413973278,0.023815798966082814,0.008257391165844785,0.004499884139910493,0.009029877818345815,0.027792054827027846,0.008061502751683275,0.023292170687117354,0.002151760327742779,0.003976255860945033,0.0018276124826232224,0.00052362827896546,0.009103230393880933,0.0009125783883792594,0.0004481843172555438,0.0005209274900605631,0.0002458801708705468,0.0018464483893887219,0.000621348587280575,-0.00039165089831869613,0.0002214787595041227,0.0009338700010094625,0.000319066085876562,0.0013255208993281586,0.00040911940298369345,0.0005480874603492891,0.00023128001466660348,0.0007982269288863142,0.000335860699899595,0.0017963404487858047,0.0005993731485859162,0.0017639802116210079,0.0006112925993625183 +362,Default,0.003817224273004795,0.043000883498925654,0.006250830681292535,0.017955870627350712,0.006728843992169475,0.046347785000921515,0.007395358779245548,0.028391914373570803,0.0022844009068577805,0.0033469015019958583,0.0016868867775353157,0.014608969125354854,0.005470124959116507,0.0009888942379298938,0.0004474506497077285,0.0006831980303598773,0.00023929211303267583,0.0016429956587573624,0.000534663874247328,-0.00030569620757001645,0.00026199081032751085,0.0006541014208274687,0.00046168921052883947,0.0009597976283974852,0.0004055967788234912,0.0007654821201643625,0.00021021146570563738,0.0009239214385980299,0.00022718006943323662,0.001516895221115222,0.00038610695461692944,0.001606105461386975,0.0004715956396850787 +363,Default,0.005867905573524181,0.06982212570448303,0.019100013062066913,0.0631347838493536,0.023819644470039862,0.07502684599590026,0.01998470920858557,0.011892062146546655,0.004566619297513712,0.005204720291417231,0.0018583737121647998,0.057930063557936375,0.022811574186854727,0.0007136186759913344,0.0003241344601353726,0.0006342197155148721,0.00021359855862487177,0.0030016939671249077,0.00047754766805597126,-7.939896047646223e-05,0.00019269338955080938,0.0022880752911335735,0.0003284969860249038,0.0023674742516100354,0.00029604203042577024,0.0008673393375686622,0.0002516091809917855,0.001189082905799177,0.00037358356314782685,0.002334608754651857,0.000510449935950085,0.0027717652614841935,0.0005932460947994947 +364,Default,0.006203672284993995,0.06363743878032017,0.01949204432331748,0.0642277430405902,0.020749942573349046,0.07121121347383357,0.018364994870110417,0.006983470433243366,0.002799831826837826,0.007573774693513391,0.001620780457243206,0.05665396834707681,0.021836709064440418,0.000980648425481978,0.00043601886263370046,0.0007105518502056541,0.00028569443930118264,0.003471096164696319,0.000696531042302352,-0.000270096575276324,0.00017770398913152444,0.002490447739214341,0.0005799305973947109,0.002760544314490665,0.0006083843943158589,0.0008739716372566208,0.0003227830205200005,0.0013439297164804076,0.00039829637682277787,0.002814524279000774,0.000704999534556151,0.0031601102171344266,0.0007458089117407478 +365,Default,0.005916587399994107,0.03842679452085096,0.006867090028788636,0.02354808545702638,0.006768813672790844,0.04361543040064455,0.007214172602290695,0.02006734494361817,0.004238020490555065,0.005188635879793591,0.0023709385019164268,0.01835944957723279,0.005672680478867242,0.0010877993357041316,0.0003980910451270607,0.0005988419016490276,0.00032020068460054794,0.0024281662005168013,0.00045034444002244257,-0.000488957434055104,0.00010903808618526264,0.0013403668648126698,0.0002477280736251233,0.0018293242988677739,0.00032046614437723656,0.0006504195315121697,0.000311493612111719,0.0009519639668360558,0.00034435599389114025,0.0021037571276969038,0.00033412914430054104,0.0022000342316884636,0.00045397593997582663 +366,Default,0.00585180168268643,0.029883402011958472,0.002685310929248012,0.002853412061180949,0.005571134889784161,0.03343685439303259,0.0035477099452525395,0.03058344233185164,0.004187805784771881,0.003553452381074118,0.0027751290685388034,-0.0007000403198931693,0.0035472018428063436,0.0006225757094950879,0.00015422207851444397,0.0002495838769750458,0.00013183597862357827,0.0019993610745301592,0.0004619354704788505,-0.0003729918325200421,9.872880516345644e-05,0.0013767853650350713,0.0003973335785801098,0.0017497771975551134,0.0004904631083684986,0.00027002311376902457,0.00010892483959188725,0.0005204473867562287,0.0001603959106491636,0.001838456877599981,0.0003629667173510499,0.0017505045796329278,0.0003873597824149066 +367,Default,0.005256852556366068,0.05271275499814134,0.014660206135913435,0.04506850847853883,0.017593483669764282,0.05889714430254116,0.0154912226391372,0.013828635824002334,0.003075927543664913,0.006184389304399818,0.0014893652422539826,0.03888411917413901,0.016644213203970123,0.0006693423763633577,0.0002113871795033938,0.0005927917816020756,0.000150935268935772,0.0022115574323353206,0.0003181522221045044,-7.655059476128213e-05,6.631765977713226e-05,0.0015422150559719627,0.0003300183587087109,0.001618765650733245,0.00028962492866365486,0.0008175274993623693,0.00015194629394419402,0.0011105049934093004,0.0001924737730767009,0.002059005664793445,0.00034635916696679127,0.0022072739111969495,0.00030944552636070176 +368,Default,0.006278475557542994,0.04231957346923889,0.01274014092114224,0.030797926427491972,0.014196554739394037,0.047328988668854266,0.012782374230110173,0.016531062241362294,0.005423735928421022,0.005009415199615374,0.0011528905871039411,0.0257885112278766,0.013797557920996895,0.0010294502459050835,0.0003160101910486136,0.0005095940522339415,0.00022378021467215798,0.0026357720930731744,0.0005456349080518387,-0.0005198561936711421,0.00010543836527926001,0.0016063218471680906,0.0003936609156888924,0.002126178040839233,0.0004417475878159614,0.0007033061361234605,0.00019293536822858365,0.0009626313198542347,0.00023554580919941481,0.0021973323346315076,0.0004283319896835079,0.0024697171610835733,0.0005198542602052441 +369,Default,0.006485065713992191,0.02879023936341931,0.011395664188694839,0.009737441834450845,0.013077303011128649,0.031787997899790456,0.011359360716230272,0.02205055606533961,0.004803490647126955,0.0029977585363711425,0.0017726321722282667,0.006739683298079701,0.012481082423021822,0.0011041445016345187,0.00025899075819419857,0.0008550639361871504,0.0002046790432136153,0.002527188053540197,0.0004680647664156794,-0.00024908056544736823,8.413031887378618e-05,0.0014230435519056784,0.000441156927568245,0.0016721241173530466,0.0004674510151191749,0.0009769523154731675,0.0002110659222329793,0.0012203825836081482,0.00025080780282288876,0.002376896024929032,0.0005061128256804659,0.002405140051858057,0.0004541803900175926 +370,Default,0.006068378232951695,0.03135348756440117,0.012629315650540625,0.01069709632407998,0.013701009234230633,0.03766197819912116,0.013734083990324462,0.02696488187504118,0.004296002300572259,0.0063084906347199874,0.0021341509558876317,0.004388605689359992,0.012250661399796563,0.000888102166278415,0.0003199823299016947,0.0004209014788488563,0.00022261015251347682,0.0020016754963665395,0.0004661571489719649,-0.00046720068742955867,0.00010652386454885213,0.0011135733300881244,0.0003194744995274307,0.0015807740175176831,0.00037367296639740787,0.0004131896316640571,0.0002095536069738567,0.0005621165519858584,0.00021346497977130894,0.0018523287539901289,0.0004052867409981638,0.001815511500223077,0.0003717235339519403 +371,Default,0.005421646115840992,0.042465886413311324,0.010773202956161586,0.030769285761024355,0.016341886691489678,0.04800611432853128,0.011669750666524046,0.017236828567506923,0.0048363281201807985,0.005540227915219953,0.0011903659087974504,0.025229057845804405,0.015423127377566173,0.0006058468991738675,0.0002626096277681963,0.0004216573402296531,0.00015083105019810675,0.0023263314968407387,0.0006430951530497246,-0.0001841895589442144,0.00015605617679210107,0.0017204845976668715,0.0004285552041378255,0.001904674156611086,0.0005069088368381857,0.0004972841521208027,0.00017656643255080417,0.0006582603691348332,0.00023770338269392632,0.001723243624524473,0.000537081568511494,0.002039258028870239,0.0005841405925759777 +372,Default,0.005474409888559532,0.04963406890142896,0.014514245096793102,0.03250732026143695,0.014804572883020744,0.05460332919470501,0.015950896320768772,0.022096008933268064,0.004037888171140901,0.0049692602932760455,0.002367889093974401,0.0275380599681609,0.013411512222712396,0.000582581902531043,0.0003059480915522641,0.0004976711249296661,0.00017743023059164874,0.0022670793150462386,0.00036366829497998845,-8.491077760137688e-05,0.0002958316190552475,0.0016844974125151957,0.0005168540393570525,0.0017694081901165725,0.0002970425104550283,0.0005509242678552129,0.00017351615292415898,0.0008169713196682693,0.00022777929024661483,0.0014846567572434966,0.0004994740082051404,0.002054754938269432,0.0004301828914240221 +373,Default,0.006314574070203138,0.00751825640651913,0.0040470217433366765,-0.01550720817469826,0.003746911664232726,0.011228133445007771,0.004064663370049515,0.026735341619706032,0.002684519172363301,0.0037098770384886405,0.0013547574588247539,-0.0192170852131869,0.0030242904683638787,0.0002096077872541402,0.00013918363768725622,0.00010207169845992681,0.00012674354208345174,0.0009626026974867363,0.0002848081772005738,-0.00010753608879421339,5.601954350161117e-05,0.0007529949102325961,0.000288224790934143,0.0008605309990268095,0.00024684509188883176,9.109144993846297e-05,0.00012020374074822228,0.00022116033310486393,0.00010934860842336086,0.000714636904303756,0.00024323839419078868,0.0006876367783142934,0.0002880944180480342 +374,Default,0.002190740300369518,0.03125977297278935,0.012959260316100434,0.009181792925179266,0.011763805588090051,0.03501143255276673,0.013417157218402974,0.025829639627587463,0.003973001081922275,0.0037516595799773843,0.0007265515187790123,0.005430133345201882,0.011174132780794184,0.0003181125828881637,0.0001344487667003931,0.00026988569574886155,7.366998695078981e-05,0.0009630314059237977,0.00040586565718258915,-4.822688713930212e-05,0.00016314454463380116,0.000644918823035634,0.00044313805737002847,0.000693145710174936,0.0003819153407019732,0.00026322899466895143,8.551681720731157e-05,0.0002592439394166979,0.00010353265427083988,0.0005363740682031049,0.00023593013902734557,0.0007508923630696219,0.00034955644976735395 +375,Default,0.0009860462236173965,0.05921349521515766,0.02524794809161739,0.033923277627492164,0.024427235372646756,0.061189862724212785,0.02672532615338828,0.02726658509672062,0.0039460720260191436,0.0019763675090551215,0.002482055354429101,0.03194691011843705,0.022736245093312762,0.0003627317655998441,0.00013370252106136252,0.0002894094152761539,3.0277267196816198e-05,0.0008948660003115005,0.0002847415247664271,-7.332235032369017e-05,0.00012239303683743484,0.0005321342347116564,0.00028872810896752877,0.0006054565850353466,0.0002612093907091268,0.0003524829021163356,7.20928063699759e-05,0.0003735341412181237,9.951667091259935e-05,0.0005364574797141808,0.0001048788641938913,0.000905929700213548,0.00023713886312399227 +376,Default,0.0020723297879675527,0.02323295246024202,0.009145763520226379,-0.0016326622886513986,0.006136706466185424,0.023091853514443806,0.00811841072831214,0.024724515803095204,0.004868426138547933,-0.00014109894579821257,0.0014735283524068118,-0.001491563342853186,0.006479387331004377,0.00042533678151717157,0.00021142577170284776,0.0002589545189265019,0.00012480561786137233,0.000617343056322639,0.00029735366703192116,-0.0001663822625906697,9.462953575416768e-05,0.00019200627480546738,0.00011838935478657731,0.0003583885373961371,0.00017694383259468698,0.00030038665349414463,0.00011667168987248381,0.0002870190978125686,0.00012822512700658297,0.00038999287841496867,0.00022126694732949522,0.0005241048316341201,0.00028090677114368015 +377,Default,0.0017485043833985997,0.06988442981415152,0.018026590745717885,0.05095859049018307,0.017490657299206343,0.07101922173086288,0.018184442458569112,0.020060631240679805,0.0019476812934887597,0.0011347919167113529,0.001427328410108896,0.049823798573471724,0.017422903643836855,0.0001183888860273985,0.00010144649891099973,0.00036854168377584704,0.00022450264544875189,0.001630813825990396,0.00045935523978417493,0.0002501527977484486,0.00019850073896006458,0.0015124249399629975,0.0004006167976809784,0.0012622721422145488,0.0004993488938457377,0.0006154284513602226,0.0002242260912025489,0.0007191830629048601,0.0001813814618423782,0.0009524582444075724,0.00031323773995634116,0.0016064251878271651,0.00033740928355774526 +378,Default,0.005068761275153804,0.01926391687844444,0.009629516550753371,-0.003183053814851111,0.009459580101090085,0.021262822450624518,0.009608750826118884,0.02444587626547563,0.0036567791046390524,0.0019989055721800764,0.0014566417526673903,-0.005181959387031187,0.009026763805826473,0.0008631732991723374,0.00034127747247638426,0.0006236897221735038,0.0001973345591857226,0.0011718220161288872,0.0005211989089861558,-0.0002394835769988335,0.00019910000859798974,0.0003086487169565499,0.00034827411690010275,0.0005481322939553835,0.0003696898694786662,0.0006581755766618347,0.00017185780469282044,0.0006837373122156043,0.00020894298730435727,0.0009947885786804056,0.0003912239549789007,0.0011920245006599606,0.0003732932910524368 +379,Default,-0.0020598542410162858,0.0523880092975328,0.012280283999894956,0.029812742135977555,0.008322018997626216,0.056358144338917504,0.012940537445745753,0.02654540220293995,0.005473450102879886,0.0039701350413847035,0.0015616205107082208,0.02584260709459285,0.007539291564272708,0.0007541462563704249,0.00045130490280503166,0.001003718493722805,0.00042369105012080705,0.001430507687787319,0.0005700259745480273,0.0002495722373523801,0.0001437299441553429,0.0006763614314168942,0.00016962653047324612,0.0004267891940645141,0.00023189485756433295,0.0010212724348485302,0.00042268221208245605,0.0010694608969818997,0.0004467803056659421,0.001161048854907354,0.0005539590464946359,0.0015509283670722684,0.0005974792088548081 +380,Default,0.004702855660494829,0.008913146706258313,0.003807265770034444,-0.0112561879196728,0.003820507931642258,0.010807982792213733,0.004092662970453785,0.022064170711886533,0.0033924148231823247,0.0018948360859554203,0.001371172267597146,-0.01315102400562822,0.0026514824065665093,0.000864258883681357,0.0002253773720850478,0.0004999033746948322,0.00012895975554803985,0.0009571570366905923,0.00023974013741967796,-0.0003643555089865247,0.0001106115915997619,9.289815300923543e-05,0.00030829908288104794,0.0004572536619957601,0.00025151980996079534,0.0005763647387890813,0.00014387176213444418,0.0006309801489657874,0.0001593400983948898,0.0009105658989962296,0.0002738584988499038,0.0008767958016714372,0.00016881980298097938 +381,Default,0.001062182098177963,0.020712358108601524,0.012237773907404994,-0.004568973547128907,0.008631950791187618,0.022108974476250532,0.011763468810053008,0.026677948023379437,0.0057108995252431885,0.0013966163676490061,0.0013912854537971812,-0.0059655899147779134,0.008674886959009722,0.0001711036334184124,0.0001474800268541862,8.648646595192933e-05,4.395496000878962e-05,0.0010297277262373062,0.00048387243786121624,-8.461716746648307e-05,0.0001412309436977184,0.0008586240928188937,0.0004914862126804508,0.0009432412602853768,0.0004655290161978428,9.823547755929418e-05,4.3109598899669275e-05,0.00030547524680606396,0.0001211936146922947,0.00030867222439527885,0.00019654283520790107,0.0006896846915568133,0.00039649640316436206 +382,Default,0.0028689767609592362,0.01920473574038022,0.01260272718638377,-0.0005532784825428294,0.013209347853344485,0.02231991868544896,0.013926482600855631,0.02287319716799179,0.002651416345424383,0.0031151829450687396,0.0015034453602546418,-0.003668461427611569,0.012012636121712564,0.0002189234206240398,9.307470071073656e-05,0.0001686136347208933,7.689404800387297e-05,0.0008931427848412055,0.00019365142929647966,-5.03097859031465e-05,4.784324408191142e-05,0.0006742193642171656,0.00014992052540200275,0.0007245291501203121,0.00014180022693987746,0.00020548808956797338,0.00011244359006727009,0.00020900367622231908,0.00012319511503120132,0.0004330341275942784,0.0001676442693512925,0.0006003737893385929,0.00022450700199594332 +383,Default,0.00044148480855815036,0.036129018413571835,0.012524622414786761,0.01460329192298564,0.01461885265550535,0.04031594178636244,0.014525229625848759,0.0257126498633768,0.0035253932540366914,0.004186923372790608,0.0024427632804035295,0.010416368550195032,0.012371561585473168,0.00019085705814896324,7.077792452197957e-05,0.00015791908980011815,7.002721270615956e-05,0.0005300294517304848,0.000430828176285878,-3.2937968348845106e-05,6.314690398363702e-05,0.00033917239358152165,0.00042528309535186766,0.00037211036193036674,0.0003832312237986933,0.0001718373019656383,8.773460046733018e-05,0.00024780726009783206,0.00015149983558918558,0.0002824036441915201,0.0001784329001315072,0.0005731170624421189,0.0003889465439512058 +384,Default,-0.000637147202394793,0.03481267254082452,0.013083377013840117,0.01392662860995062,0.015478738618010341,0.03758612604222418,0.015503828835170907,0.02365949743227356,0.002991220903972345,0.0027734535013996587,0.0026778893761471583,0.011153175108550961,0.013008381027290806,0.00022974611119643828,0.00017048053719702144,0.00016478767354908275,0.00012162463266347089,0.000647853310355484,0.0006021955487322741,-6.495843764735554e-05,8.078757933659215e-05,0.00041810719915904573,0.00046253327707137225,0.00048306563680640125,0.0005230106448130722,0.00034699388154173504,0.00022104855213969077,0.00039250779005284286,0.0002453299106265539,0.0005741049601907022,0.00039556453936426207,0.0006971856022939926,0.0005224295166081985 +385,Default,-0.005692866247841994,0.12036824624738966,0.019946072505817276,0.08616167312365748,0.016891631306242057,0.12020057292941413,0.020009730638108368,0.03403889980575665,0.008431243789045511,-0.0001676733179755363,0.002618966060028099,0.08632934644163301,0.015777931205952847,0.0006302556389527148,0.0002452955181863355,0.0004576775048500847,0.00011862898508414718,0.0014306852947511884,0.00042898116582013767,-0.00017257813410263002,0.00014909044257679718,0.0008004296557984735,0.000239243167074172,0.0009730077899011036,0.0003138388080281882,0.0005962576773612005,0.00014321116593625613,0.000893732273950909,0.00020094928112671093,0.0015954325755637377,0.0004202422561121416,0.001559692144490299,0.0004230799996184114 +386,Default,-0.009050865641884545,0.10943928463659527,0.0169702909512001,0.07399390140470877,0.015966349973724835,0.11005646168927556,0.016620704656169293,0.0360625602845668,0.0019153961828939938,0.0006171770526802956,0.002348136219948324,0.07337672435202847,0.016183109117139965,0.00048420172222831683,0.00018620383179160802,0.00014676895018481684,6.872575727741004e-05,0.0011748260990716909,0.00032428667721399784,-0.00033743277204349996,0.00016618737493862885,0.0006906243768433739,0.00023374886963831596,0.001028057148886874,0.00027232806317071325,0.0003899375195770327,0.00013227112570261135,0.0005872848540915854,0.0001676385988519757,0.0012622192342997217,0.00023889199217326488,0.0012968281860404663,0.00032862350740437394 +387,Default,0.0007352906439007389,0.05070868006901441,0.017560211051484358,0.01509194774226541,0.012456754754191477,0.04959301320278553,0.01598241250813725,0.03450106546052012,0.008265877590093625,-0.0011156668662288816,0.0032358357934256913,0.016207614608494292,0.012696497329380009,0.00022138128887549957,0.00012031375180418263,0.00018680311704173392,0.00011166585045876574,0.0007544725513266126,0.0002420317367513031,-3.457817183376566e-05,0.00012182269726691706,0.000533091262451113,0.00015549905448992754,0.0005676694342848787,0.0001816687612124892,0.00018495869564492118,0.00012077924691358965,0.00026209021204122164,0.0001315029910500656,0.0005349829921461157,0.00023725742217944027,0.0005645795940836251,0.00022761475173497622 +388,Default,0.0011145482183814992,0.07644739079538951,0.011829935558203305,0.04866416934878839,0.01275470521788781,0.07731393294203678,0.012193481864399646,0.0286497635932484,0.004872201302800264,0.0008665421466472756,0.002663285863679834,0.04779762720214111,0.011718032031080197,0.0003410619011756877,0.00014650050774381133,0.0002826693088719523,9.438400849870603e-05,0.0012762763261106036,0.0004947600614641629,-5.839259230373539e-05,0.0001497408846321784,0.0009352144249349159,0.0003885634685154341,0.0009936070172386513,0.0004484209971441184,0.00029759835470115624,0.00010276921162039266,0.0005530834802738749,0.0001679373319711399,0.0011224200672029783,0.0003842682064127094,0.0011688705080491247,0.00040752181789797357 +389,Default,-8.690794702601142e-18,-0.0034422274232534635,0.00466396248638009,-0.025560457281400727,0.005024812577146436,-0.0023368466203809836,0.004590039626073939,0.023223610661019745,0.0040301648472516865,0.0011053808028724799,0.001136291172325624,-0.026665838084273207,0.004652443319642677,0.00011622670282931402,0.0001317747848711434,6.417255645487784e-05,6.262387296870804e-05,0.0003315728640640225,0.00016162655258209843,-5.205414637443617e-05,9.187477951599892e-05,0.00021534616123470852,4.324648380627192e-05,0.0002674003076091447,0.00012039997791392582,7.374726196129888e-05,5.396645330067061e-05,0.00010649201315870993,6.421286282735652e-05,0.00022576161994556366,0.00023206098141237498,0.0002844903485505146,0.0002665642749317775 +390,Default,-0.011490764267901351,0.12161603241917082,0.021399475538157343,0.08069508016925257,0.019708377005565932,0.12054033519372305,0.021035756416689373,0.03984525502447047,0.0030639041390852447,-0.0010756972254477803,0.002312943611550653,0.08177077739470036,0.019883660480688452,0.0003432178400579522,0.00014687743918606245,0.00017318579733816009,0.00013088116263294843,0.0006926914696898212,0.00032477713351937486,-0.00017003204271979211,0.0001562864350554321,0.000349473629631869,0.00031376635585725224,0.0005195056723516611,0.00022332366355203582,0.0002037191671213856,0.0001577907563605221,0.0002672849831147239,0.00015160138780090566,0.0006539276856609266,0.0003180385392487401,0.0005842745652247849,0.0003030959289316381 +391,Default,-0.00015361658230846685,0.05234591377014528,0.014647538679196994,0.026726568062148504,0.012292272455312055,0.05455068384056372,0.015422866984525215,0.027824115778415214,0.0037024279115007407,0.002204770070418438,0.0011382032989582496,0.024521797991730064,0.011466757061221496,0.00010588860382838572,8.113317708528312e-05,9.189410467491665e-05,6.641407887862832e-05,0.0005471462964011132,0.00023448233079158634,-1.3994499153469065e-05,3.641274033277072e-05,0.0004412576925727274,0.00025263849156163093,0.00045525219172619645,0.0002484580959147738,0.0001926269907753575,6.016882667455918e-05,0.00022600745020919799,6.829158722450256e-05,0.0003755753519240068,0.00015053260582156356,0.0005042438024520201,0.00017397049100618554 +392,Default,-0.0006717075829529945,0.09706420964886539,0.013676520522173548,0.07617542637135,0.01062022195814013,0.10304252189721799,0.014643094519108498,0.02686709552586799,0.0043738438146323005,0.005978312248352591,0.001102183854141032,0.07019711412299741,0.00969551092599801,6.435062949754489e-05,4.7392699926531775e-05,0.0002307700700812765,9.734968440409728e-05,0.00046798342258744794,0.0001342743277463762,0.0001664194405837316,0.00012300765238163614,0.00040363279308990306,0.00016416447960823137,0.00023721335250617148,0.00015653436184235315,0.00039521449114057197,0.00010292227448052224,0.0003778103201551142,8.826005882521801e-05,0.00046622727501621775,0.00010116091445850022,0.0005212442792750683,0.00010960443043454966 +393,Default,-0.0020472958155501727,0.08956989316380919,0.021719267694719283,0.06190729252357756,0.02132583361000615,0.09479015888646174,0.023771316420170004,0.03288286636288418,0.004791937392152096,0.005220265722652551,0.0023655990729001095,0.05668702680092501,0.019117411956972946,7.01215087502316e-05,2.1237905975775524e-05,0.00014953848033731897,6.556083848115037e-05,0.0005316809548744139,0.0003707208093121931,7.941697158708738e-05,5.530354489956297e-05,0.0004615594461241823,0.0003547401142485456,0.0003821424745370949,0.00033068248769092286,0.0002442309363455797,5.357202218624856e-05,0.00027502319563597053,7.437029494250841e-05,0.00046425050593470465,0.00012091696623972382,0.0005954082077256784,0.00028805165284379204 +394,Default,0.004864881429683851,0.050881230036491476,0.01268721910584542,0.023224294040477766,0.010674735285263526,0.05037912096980011,0.012959432609622764,0.02715482692932234,0.00408036397154491,-0.0005021090666913697,0.0009793989081498212,0.023726403107169135,0.0104870817803748,0.0005598355749792727,0.00013633377252821052,0.00033679012092342476,0.000144688583249402,0.001241378569330176,0.0004024597733214851,-0.00022304545405584796,3.6175523447185e-05,0.0006815429943509033,0.0003946459141826976,0.0009045884484067512,0.00039492882031060613,0.00041458025920444453,0.00011150236354290264,0.0004245629746183033,0.00013465635232478025,0.0007949268262571474,0.0002315680550566754,0.0009077094680436826,0.0002855679044334417 +395,Default,-0.0010459050706524398,0.07677505410641658,0.02331599164753395,0.04892078223965048,0.017173104478414407,0.07933177031560709,0.022920617300566257,0.030410988075956612,0.007457896067966718,0.0025567162091905127,0.0017355626595214758,0.04636406603045997,0.017390410621286215,0.00022733167492845486,7.995249242167852e-05,0.0001333154301080608,4.341310591478306e-05,0.0009948781410451968,0.00035970821888984243,-9.401624482039406e-05,9.70272329072599e-05,0.0007675464661167419,0.0003522929548484512,0.000861562710937136,0.00038496691241689235,0.00022694453241456358,7.056923045085723e-05,0.00035239295606419584,6.756209920270259e-05,0.0006096693578448997,0.00015989416124247513,0.0008893542826079681,0.0002642368300084927 +396,Default,-0.0022509869129312024,0.09045695729600549,0.024400682817330748,0.061273281329137896,0.022135350388820658,0.0935084620221878,0.0247980708157689,0.03223518069304989,0.0037898119928467533,0.003051504726182297,0.001811947897467238,0.0582217766029556,0.02157248443196633,0.00048601759924469243,0.00026627548563725535,0.00031678787291777866,8.98684543035211e-05,0.0011106396737532664,0.0002035796889074376,-0.0001692297263269138,0.00020134192481261178,0.000624622074508574,0.0003462059595766438,0.0007938518008354878,0.0002590860218099988,0.00035495408536145856,6.77789804400971e-05,0.0005162526970708514,7.144390818797701e-05,0.0010102802868034555,0.00012672083427677153,0.001150860775615281,0.00023380392724757466 +397,Default,-0.004057724692558253,0.16130782549352865,0.026620806445117044,0.11938015789443523,0.024657495779482164,0.1639129097044586,0.026780012599556667,0.04453275181002336,0.011190195618891839,0.0026050842109299533,0.003912922130729679,0.11677507368350529,0.022900104461467886,0.0003947112844727263,0.00022158879817854918,0.0003134404386781364,8.666042382556606e-05,0.001213617208423745,0.00015415490029595976,-8.127084579458987e-05,0.0001507339066152584,0.0008189059239510188,0.00016996200169849108,0.0009001767697456087,0.00015766573651557103,0.0004104485493416243,0.00011925178343310802,0.0006478227803504266,8.127413380053194e-05,0.0011151533141271707,0.00016052068036346464,0.0012902503370494588,0.0001522214815283923 +398,Default,-0.003377260953435108,0.091785401189649,0.019859005366574298,0.050935714236673466,0.02151340491942118,0.09153299239978008,0.02194673509216259,0.04059727816310661,0.005115476103335209,-0.00025240878986891867,0.0032560280114120026,0.05118812302654239,0.01900413909825617,0.0005451501060084407,0.00025678816590755943,0.00015361476781938777,0.00015551686732857915,0.0010440552388563118,0.0005082928810969177,-0.00039153533818905297,0.00014182135448292246,0.0004989051328478711,0.0004268501732041947,0.000890440471036924,0.00045440475119264107,0.0002136157498766833,0.00011526968848342106,0.000380026556070856,0.00012112269045446049,0.0008513188977324227,0.0003074442252323522,0.000881134479909984,0.0003040346814152866 +399,Default,-0.0010831028684119037,0.12435535304481518,0.026921122963129283,0.09144779836606713,0.03169219957403317,0.12389854200886337,0.02905735481563931,0.03245074364279623,0.0046039667103741615,-0.0004568110359518096,0.0030109883972044534,0.09190460940201894,0.02943400194860037,0.00036842689512401884,0.00014971075015238344,0.00030923823978805663,5.995313403277391e-05,0.0013237296765085782,0.00025364464557116383,-5.918865533596218e-05,0.0001402511287206007,0.0009553027813845594,0.00016763659574742937,0.0010144914367205215,0.00023223309124544995,0.0003716774129984168,5.540141651885991e-05,0.0004971450593495464,8.550481946530423e-05,0.0008874675963679079,0.0003076422751371544,0.001217456543234219,0.0002806642460792724 +400,Default,-0.003839807635087177,0.12543986908180715,0.0311633089930895,0.08301240722786445,0.03178178070478494,0.12445893486770396,0.03300049161247838,0.04144652763983951,0.004469536762523987,-0.0009809342141031906,0.0019570999080968437,0.08399334144196764,0.029966389637097666,0.0004254129560355535,0.00014427513553801286,0.0002269468812796882,0.00012209045741826187,0.0015758323163429066,0.0002007345120505664,-0.0001984660747558653,0.00020917525060834582,0.0011504193603073531,0.00021419524425549021,0.0013488854350632185,0.00022495342543464166,0.00020603772194212057,0.00012683608601988549,0.0005132596170225768,0.00014926487369838306,0.0007491261746241484,0.00013998926282428778,0.0013969354934577848,0.00017884628820625164 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_run_config.json b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_run_config.json new file mode 100644 index 00000000..b29cbcb9 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/content_affect_run_config.json @@ -0,0 +1,19 @@ +{ + "n_stim": 2185, + "n_parcels": 400, + "n_folds": 5, + "alphas": [ + 0.01, + 0.1, + 1.0, + 10.0 + ], + "inner_fraction": 0.2, + "seed": 42, + "output_dir": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/results/content_affect_partition", + "schaefer_atlas": "/global/homes/s/sjmoon/nilearn_data/schaefer_2018/Schaefer2018_400Parcels_7Networks_order_FSLMNI152_2mm.nii.gz", + "skip_brain_figure": false, + "geometry_only": false, + "smoke": false, + "root": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn" +} \ No newline at end of file diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_group_statistics_with_fdr.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_group_statistics_with_fdr.csv new file mode 100644 index 00000000..88eece38 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_group_statistics_with_fdr.csv @@ -0,0 +1,5 @@ +map,cortical_mean,cortical_mean_ci_low,cortical_mean_ci_high,cortical_mean_t,cortical_mean_p,hierarchy_contrast_mean,hierarchy_ci_low,hierarchy_ci_high,hierarchy_t,hierarchy_p,gradient_r_mean,gradient_r_ci_low,gradient_r_ci_high,gradient_t,gradient_p,cortical_mean_q_fdr,hierarchy_q_fdr,gradient_q_fdr +shared,0.0481662900074508,0.0383312080160673,0.0580013719988344,13.597350814551962,0.0001693691786462,-0.0008856289444115,-0.0182783452125697,0.0165070873237467,-0.1413752808832087,0.8944077451785114,-0.3430651566572291,-0.5261366333375991,-0.1599936799768591,-5.202894477264087,0.0065032203717011,0.0006774767145848,0.8944077451785114,0.0260128814868044 +unique_e34_shared,0.0127431567593258,0.005990037532035,0.0194962759866166,5.2391604558405644,0.0063438939020642,0.0074693575996649,-6.636239637792998e-05,0.0150050775957077,2.7519946809928792,0.0512692490968359,0.2126888418052612,-0.0390668921957246,0.4644445758062471,2.345602558383409,0.0788935383802312,0.0084741879091288,0.10112859566682934,0.1577870767604624 +fine_grained_advantage,0.0069251599999928,0.0029426171765222,0.0109077028234633,4.82790203067696,0.0084741879091288,0.0054229216565644,-0.0008987210422605,0.0117445643553894,2.381729719086781,0.075846446750122,0.0571439821498884,-0.2446724046632793,0.3589603689630563,0.5256743386494146,0.6269084290564041,0.0084741879091288,0.10112859566682934,0.6269084290564041 +unique_e34_video,0.0097259463629018,0.0045459133198495,0.0149059794059541,5.21300847856821,0.0064583002883557,0.0071381723656833,0.0032267610635741,0.0110495836677924,5.066903527653197,0.0071458927150485,0.1171523447021543,-0.2396111850623552,0.4739158744666639,0.911716100088598,0.4134943107200815,0.0084741879091288,0.028583570860194,0.5513257476267753 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_hierarchy_group_statistics.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_hierarchy_group_statistics.csv new file mode 100644 index 00000000..5c895764 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_hierarchy_group_statistics.csv @@ -0,0 +1,5 @@ +map,cortical_mean,cortical_mean_ci_low,cortical_mean_ci_high,cortical_mean_t,cortical_mean_p,hierarchy_contrast_mean,hierarchy_ci_low,hierarchy_ci_high,hierarchy_t,hierarchy_p,gradient_r_mean,gradient_r_ci_low,gradient_r_ci_high,gradient_t,gradient_p +shared,0.04816629000745086,0.03833120801606732,0.0580013719988344,13.597350814551962,0.0001693691786462924,-0.0008856289444115088,-0.018278345212569734,0.016507087323746714,-0.14137528088320872,0.8944077451785114,-0.3430651566572291,-0.5261366333375991,-0.15999367997685912,-5.202894477264087,0.006503220371701158 +unique_e34_shared,0.012743156759325889,0.005990037532035091,0.019496275986616688,5.2391604558405644,0.006343893902064278,0.007469357599664918,-6.636239637792998e-05,0.015005077595707766,2.7519946809928792,0.05126924909683598,0.21268884180526126,-0.03906689219572462,0.46444457580624715,2.345602558383409,0.07889353838023128 +fine_grained_advantage,0.006925159999992804,0.0029426171765222246,0.010907702823463383,4.82790203067696,0.008474187909128888,0.005422921656564469,-0.0008987210422605561,0.011744564355389495,2.381729719086781,0.07584644675012207,0.05714398214988845,-0.24467240466327936,0.3589603689630563,0.5256743386494146,0.6269084290564041 +unique_e34_video,0.009725946362901857,0.004545913319849554,0.014905979405954159,5.21300847856821,0.006458300288355767,0.0071381723656833065,0.00322676106357413,0.011049583667792483,5.066903527653197,0.007145892715048558,0.11715234470215437,-0.23961118506235524,0.47391587446666394,0.911716100088598,0.4134943107200815 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_network_summary_subjectwise.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_network_summary_subjectwise.csv new file mode 100644 index 00000000..1b7c542b --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_network_summary_subjectwise.csv @@ -0,0 +1,141 @@ +subject,map,network,mean_value +1,shared,Vis,0.03515002922257357 +1,shared,SomMot,0.05786296566214724 +1,shared,DorsAttn,0.08096946194167176 +1,shared,SalVentAttn,0.03999921385048996 +1,shared,Limbic,0.04581742928579928 +1,shared,Cont,0.05117822101199646 +1,shared,Default,0.0523832919404637 +2,shared,Vis,0.04032291118248413 +2,shared,SomMot,0.07068116750218258 +2,shared,DorsAttn,0.10202519969254442 +2,shared,SalVentAttn,0.04037733351796384 +2,shared,Limbic,0.03666746098780472 +2,shared,Cont,0.04935870563046234 +2,shared,Default,0.05336372038563914 +3,shared,Vis,0.05419690898799663 +3,shared,SomMot,0.0585965815486803 +3,shared,DorsAttn,0.10740747560726203 +3,shared,SalVentAttn,0.03368328691900506 +3,shared,Limbic,0.028796075277612524 +3,shared,Cont,0.035607189834114254 +3,shared,Default,0.04229082775633997 +4,shared,Vis,0.039697811553673974 +4,shared,SomMot,0.05101726877583135 +4,shared,DorsAttn,0.08159149330648542 +4,shared,SalVentAttn,0.02689928005585842 +4,shared,Limbic,0.026317404553739657 +4,shared,Cont,0.02477205443932636 +4,shared,Default,0.0307621193030964 +5,shared,Vis,0.028703900922214406 +5,shared,SomMot,0.046278618585039656 +5,shared,DorsAttn,0.07927387805467932 +5,shared,SalVentAttn,0.022363755751603733 +5,shared,Limbic,0.027568780685507183 +5,shared,Cont,0.024601173419730463 +5,shared,Default,0.0406821094608314 +1,unique_e34_shared,Vis,0.016663257459866555 +1,unique_e34_shared,SomMot,0.015466529320344514 +1,unique_e34_shared,DorsAttn,0.009667627092093487 +1,unique_e34_shared,SalVentAttn,0.014956539395776526 +1,unique_e34_shared,Limbic,0.00937796824978329 +1,unique_e34_shared,Cont,0.016948388110358783 +1,unique_e34_shared,Default,0.01120550086058077 +2,unique_e34_shared,Vis,0.017702155443473755 +2,unique_e34_shared,SomMot,0.021909849855180057 +2,unique_e34_shared,DorsAttn,0.010537933659399533 +2,unique_e34_shared,SalVentAttn,0.015740350966481825 +2,unique_e34_shared,Limbic,0.012534110503505166 +2,unique_e34_shared,Cont,0.03179537585156726 +2,unique_e34_shared,Default,0.029452862582735075 +3,unique_e34_shared,Vis,0.006942790565334207 +3,unique_e34_shared,SomMot,0.007515921971550521 +3,unique_e34_shared,DorsAttn,0.009643825848213697 +3,unique_e34_shared,SalVentAttn,0.009644963902558455 +3,unique_e34_shared,Limbic,0.007608643204671319 +3,unique_e34_shared,Cont,0.02146543342292196 +3,unique_e34_shared,Default,0.014688461684861102 +4,unique_e34_shared,Vis,0.003082674958983535 +4,unique_e34_shared,SomMot,0.007838786781445771 +4,unique_e34_shared,DorsAttn,0.010240932441763297 +4,unique_e34_shared,SalVentAttn,0.004626170566074441 +4,unique_e34_shared,Limbic,0.00974614561805879 +4,unique_e34_shared,Cont,0.011020072761993082 +4,unique_e34_shared,Default,0.013309214629318543 +5,unique_e34_shared,Vis,0.0022767015624736027 +5,unique_e34_shared,SomMot,0.00873044991265606 +5,unique_e34_shared,DorsAttn,0.013668196791854844 +5,unique_e34_shared,SalVentAttn,0.007589349728759429 +5,unique_e34_shared,Limbic,0.008261079178268559 +5,unique_e34_shared,Cont,0.010113734895823172 +5,unique_e34_shared,Default,0.008029691176752729 +1,fine_grained_advantage,Vis,0.008050799334333095 +1,fine_grained_advantage,SomMot,0.005963995710510418 +1,fine_grained_advantage,DorsAttn,0.002649713481888928 +1,fine_grained_advantage,SalVentAttn,0.00837682117951841 +1,fine_grained_advantage,Limbic,0.0039390906957774184 +1,fine_grained_advantage,Cont,0.007435745027937522 +1,fine_grained_advantage,Default,0.0047312232560174595 +2,fine_grained_advantage,Vis,0.010165350638454591 +2,fine_grained_advantage,SomMot,0.007045950775770134 +2,fine_grained_advantage,DorsAttn,0.004481280937071817 +2,fine_grained_advantage,SalVentAttn,0.008752977934533787 +2,fine_grained_advantage,Limbic,0.004325584233097206 +2,fine_grained_advantage,Cont,0.020745979897553963 +2,fine_grained_advantage,Default,0.02085160843881003 +3,fine_grained_advantage,Vis,0.003963333334590144 +3,fine_grained_advantage,SomMot,0.00247509769814589 +3,fine_grained_advantage,DorsAttn,0.007126053235888511 +3,fine_grained_advantage,SalVentAttn,0.004858052703467917 +3,fine_grained_advantage,Limbic,0.006883274665669284 +3,fine_grained_advantage,Cont,0.015914238508984026 +3,fine_grained_advantage,Default,0.011433388977628373 +4,fine_grained_advantage,Vis,0.002061001661270449 +4,fine_grained_advantage,SomMot,0.0026063722951198986 +4,fine_grained_advantage,DorsAttn,0.008018551673424522 +4,fine_grained_advantage,SalVentAttn,0.0014146248760892486 +4,fine_grained_advantage,Limbic,0.006429124085543017 +4,fine_grained_advantage,Cont,0.004992839354618974 +4,fine_grained_advantage,Default,0.006245936094203191 +5,fine_grained_advantage,Vis,0.0004244256917562458 +5,fine_grained_advantage,SomMot,0.0013067263889450678 +5,fine_grained_advantage,DorsAttn,0.010705702747355156 +5,fine_grained_advantage,SalVentAttn,0.0049968369217489724 +5,fine_grained_advantage,Limbic,0.006645909323124844 +5,fine_grained_advantage,Cont,0.006231048296148501 +5,fine_grained_advantage,Default,0.004977030034551708 +1,unique_e34_video,Vis,0.010906455200479984 +1,unique_e34_video,SomMot,0.01588481019366111 +1,unique_e34_video,DorsAttn,0.01456491386274857 +1,unique_e34_video,SalVentAttn,0.013475545122862401 +1,unique_e34_video,Limbic,0.009723738341467213 +1,unique_e34_video,Cont,0.01444303468024874 +1,unique_e34_video,Default,0.011573073012509271 +2,unique_e34_video,Vis,0.01009000560573987 +2,unique_e34_video,SomMot,0.01936831725274357 +2,unique_e34_video,DorsAttn,0.01022727730517709 +2,unique_e34_video,SalVentAttn,0.00805517968996883 +2,unique_e34_video,Limbic,0.007328392122924119 +2,unique_e34_video,Cont,0.01886788215205976 +2,unique_e34_video,Default,0.01983762365455901 +3,unique_e34_video,Vis,0.003576157754509179 +3,unique_e34_video,SomMot,0.0056453225074437 +3,unique_e34_video,DorsAttn,0.013487937379776554 +3,unique_e34_video,SalVentAttn,0.008480090570102664 +3,unique_e34_video,Limbic,0.00462786829384632 +3,unique_e34_video,Cont,0.016336715500376027 +3,unique_e34_video,Default,0.011348888037789056 +4,unique_e34_video,Vis,-0.0003729698110048569 +4,unique_e34_video,SomMot,0.006565667725401326 +4,unique_e34_video,DorsAttn,0.011678581360840429 +4,unique_e34_video,SalVentAttn,0.001468067101812233 +4,unique_e34_video,Limbic,0.0060988373654376265 +4,unique_e34_video,Cont,0.005395501595705999 +4,unique_e34_video,Default,0.007978192995553355 +5,unique_e34_video,Vis,-0.0006483417176914457 +5,unique_e34_video,SomMot,0.0064767718539403855 +5,unique_e34_video,DorsAttn,0.013762908763233878 +5,unique_e34_video,SalVentAttn,0.004609651337145229 +5,unique_e34_video,Limbic,0.00532500496523008 +5,unique_e34_video,Cont,0.006708549319041208 +5,unique_e34_video,Default,0.005994876773056099 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_parcel_maps_group.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_parcel_maps_group.csv new file mode 100644 index 00000000..2a39a6cc --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_parcel_maps_group.csv @@ -0,0 +1,401 @@ +parcel,network,principal_gradient_1,shared,shared_sem_subject,unique_e34_shared,unique_e34_shared_sem_subject,unique_av_shared,unique_av_shared_sem_subject,fine_grained_advantage,fine_grained_advantage_sem_subject,video,video_sem_subject,unique_e34_video,unique_e34_video_sem_subject,unique_av_video,unique_av_video_sem_subject +1,Vis,-0.017235118199450884,0.07724663896000919,0.013253101267979994,0.013433720113376046,0.0036957424135786684,0.001630188389320142,0.0016675677660771683,0.011803531724055905,0.0044131833307193506,0.09063114606151942,0.016764388472630804,0.011253688179067179,0.002536736492087818,0.0013694634914514392,0.0010016272879896854 +2,Vis,-0.018511418414182114,0.03873200738077041,0.012700547916637625,0.005171524978736986,0.003548642996816226,0.0009044750263851542,0.0012782173453093671,0.004267049952351831,0.0025685370289142747,0.07860959492501503,0.017895855266968297,0.0012952403720960515,0.0020725980511652783,0.001097668271443597,0.0009982053265660978 +3,Vis,-0.018371022850534952,0.0350841913502538,0.006561765266503254,0.017219128905869296,0.0032205564073216793,0.0023445243610993984,0.0017592783035984012,0.014874604544769899,0.002954464275076217,0.049581041174758124,0.011446014838660394,0.005456004571651807,0.0015843379103757627,0.0020389345225673592,0.0014124601323860402 +4,Vis,-0.019903688608537085,0.009528895546679683,0.0038265749328026404,0.016807562891341242,0.0023097772033613124,0.0040331697412455455,0.002365748193798784,0.012774393150095698,0.0011232122851459183,0.07009756890842656,0.01307365605930669,0.003396319136653725,0.0012128841719979452,0.0023961172980749845,0.0015086713646794698 +5,Vis,-0.021493070462707032,0.013260078057889025,0.005875072134103786,0.016527553690629037,0.004734312822660259,0.0012563792316805822,0.0011658011095904473,0.015271174458948456,0.005476877678020378,0.06066733601196128,0.0163400998357863,0.002642356666756296,0.002553061441048751,0.001115156939382822,0.0008127673814639545 +6,Vis,-0.017075192016317832,0.08422297654033555,0.02032804123683619,0.00972976110801067,0.004182745810406669,0.0035289008894717087,0.0017154983245108273,0.006200860218538962,0.0034822710822046752,0.09581107962391769,0.016527820913186757,0.007503742225474852,0.002238481685084371,0.0025520903824778783,0.0010442938222933239 +7,Vis,-0.020514283244746443,0.020691531111753102,0.0014148431064824648,0.016684555357559926,0.004294209181966688,0.003944101587370264,0.0017515644953988339,0.012740453770189664,0.0031707155271510665,0.10022246456415959,0.01768455660190932,0.0031443330165805694,0.0024621327495500016,0.0031206916376296913,0.0015121943145925527 +8,Vis,-0.010642051151647855,0.157016243430891,0.024845273172009918,-0.004448482210519589,0.004348011691488666,0.003928064027789002,0.0020319198462306954,-0.00837654623830859,0.004758298697231605,0.16015109106819495,0.02287525866249561,0.009012165087714385,0.0024001462220628435,0.002508791330983073,0.0008839818173881685 +9,Vis,-0.019209059729914983,0.02910911013991304,0.0032102663737187606,0.016429274825391672,0.004484331811224283,0.005480496435179805,0.003122974658621314,0.010948778390211866,0.0028350280632899504,0.05377070335041993,0.009999447078294959,0.007946985502277615,0.0029409613773223055,0.0039050041326178287,0.0021531950025058992 +10,Vis,-0.014458012747659234,0.12142565169766155,0.015737005938628864,-0.0005837063882141224,0.002794510489836205,0.003221366433247508,0.0012890526749802327,-0.00380507282146163,0.0027449799501506776,0.11493906131396936,0.013759568428963122,0.006714548057469627,0.00346519156157785,0.003830917516760524,0.0014934449246317989 +11,Vis,-0.017119962378103856,0.03307487086751968,0.007763268835149561,0.007125238596996675,0.006903994978325516,0.0023485339409866856,0.0018779407699445374,0.004776704656009989,0.0054044829075257095,0.08032123696036446,0.008075213128865086,0.001886258468617008,0.0036646041895553078,0.0018608563385454247,0.0015148350853218355 +12,Vis,-0.01570910742968123,0.102086817433193,0.011182095704867704,0.0011711175974223665,0.0021925026346014467,0.0039245253745874955,0.0018628706460254686,-0.002753407777165129,0.002192120083814374,0.09850745614428622,0.006324666707152698,0.006001961393691135,0.00192065703430878,0.0030092528242712914,0.00107890550477565 +13,Vis,-0.014755162941932704,0.07293489156929078,0.025953823044184345,0.0015389845427830283,0.0037219335704829705,0.0018988364250722034,0.0012660495445561304,-0.000359851882289175,0.003302593842976979,0.08781003939986247,0.03128495920425728,0.003254720249066012,0.004378345690344169,0.0024515930712756483,0.0015759367151520042 +14,Vis,0.003917310786287712,0.01095486658672118,0.0037239521732852763,0.007312127109393019,0.0031784574244232487,0.002609540542718691,0.0023449777098649327,0.004702586566674327,0.0034309292518247343,0.019784331567811363,0.00852880576763187,0.0007751960247379897,0.002538467232880456,0.002315537392388811,0.0020477392746906286 +15,Vis,-0.016688741466775174,0.0077849181690695214,0.0034258539216669415,0.0026321128093888648,0.002090616807368754,0.00038503155287799017,0.0013719961602650268,0.0022470812565108743,0.0012600298990837109,0.04299278534431401,0.016539535710699417,-0.0013849944435141205,0.0015495165174103005,0.0007132138915885156,0.0008368699394987006 +16,Vis,0.0032937696306503347,0.014715216736713633,0.012106363815325573,-0.0024713725209566163,0.0024322351930166795,0.0002633673553956939,0.0006065648365964184,-0.00273473987635231,0.0024667914365176305,0.008657199987250074,0.016510986035481328,-0.004087330304182513,0.0021486842266155667,0.0006433273654256055,0.0007845245721396502 +17,Vis,0.0038730808120274636,0.004424056141289201,0.0039630926774706495,0.00289278404017852,0.0018963934994387938,0.0018825239318284836,0.0014873335410006286,0.0010102601083500362,0.0015457149147695345,0.00020311381050051037,0.005242141818741362,-0.0012955230907410798,0.002003658012792375,0.0013342342206027924,0.00110357262192625 +18,Vis,-0.015158500660576115,0.020577717327314372,0.003716505944119959,0.007619915416273426,0.0037143920182786897,0.0010385734000383895,0.0017844574718067553,0.006581342016235036,0.002979423953914117,0.0630964469384793,0.014577855501456486,0.00036713670148458277,0.0014332423643329576,0.0011285205706040413,0.0013805498897111852 +19,Vis,0.003113790530144228,0.0136586842753194,0.007991195146598717,0.011029392912795855,0.002175145880238764,0.003121837525941995,0.002577686135449031,0.00790755538685386,0.0014690304660300445,0.022622380373656138,0.009754355693848424,0.0029241087917926344,0.002423951596611477,0.0023726593287417773,0.002038164965900818 +20,Vis,0.004494501433661629,0.011534887440320118,0.007147875528967891,0.005321840542946821,0.004146748308237791,0.003042076146408257,0.0023769848256634685,0.002279764396538564,0.0027851385729474876,0.00896826100012702,0.008624752689896351,7.960274139313661e-05,0.0031656675626946817,0.0021434567114874126,0.0019226283059610196 +21,Vis,0.005492144985575163,0.030044692130072104,0.0128223360395341,0.012787389776460923,0.007814003751657958,0.003919504247269212,0.003354019538791517,0.00886788552919171,0.004619681966279006,0.03638284258756701,0.016385348683199793,0.007315577251359029,0.006803120549763598,0.004503238876654647,0.0030143902227164746 +22,Vis,0.005673102787660827,0.031314242923333846,0.011897309364002519,0.009413917324970966,0.008522963317969954,0.005384840790373646,0.003800938740130808,0.00402907653459732,0.005581250934420974,0.033086739664045205,0.01671591418771324,0.00402122014460411,0.006660323143994196,0.004266955743460055,0.002984746642214545 +23,Vis,-0.013853547252747681,0.07143356835948636,0.031064947234023647,-0.0006987444379005003,0.00984322889156188,0.003910480330530497,0.002111198086590221,-0.004609224768430997,0.008348788734956682,0.07392184990399957,0.028583471218912148,0.0022579583674297464,0.00454548186969679,0.0031930259375023253,0.0017586220207909354 +24,Vis,-0.0003517668724012591,0.061146598271660094,0.034609368920439754,0.008852921636163202,0.010091334383742408,0.005582778850031378,0.002732183925347164,0.0032701427861318243,0.009058808858706571,0.07419722631731258,0.03935045213680763,0.0052261167663784965,0.006901682033393878,0.004727359487594662,0.0022528353502134636 +25,Vis,0.001775475605833709,0.028537010711942323,0.008371961773306923,0.011785424248517029,0.004389076898558257,0.005355528424397016,0.001956007592020845,0.006429895824120013,0.0032057782201279786,0.026273815971322455,0.007922823790619414,0.004699438713840464,0.00420184609699844,0.003873403359278038,0.001170786551260343 +26,Vis,0.005258032899666066,0.020297509066181108,0.012142152957017895,0.006737875014376393,0.006752691339303307,0.006806744753219229,0.003225810729255047,-6.88697388428361e-05,0.003914425354519132,0.01014148055196793,0.010977191561466718,0.003462184135153068,0.007543901664421979,0.005309871869402483,0.0024568609615167156 +27,Vis,0.005896451779281862,0.026851476411817465,0.008503500697251608,0.012353191622022596,0.006249006605324736,0.008542587961062064,0.0025985603392465135,0.003810603660960532,0.004193886671362163,0.015543877963618846,0.008117608817480693,0.008693826902602942,0.006094960312339278,0.006877025448324403,0.0022860074589266532 +28,Vis,-0.002823299330136365,0.0372122913058484,0.007169847552824496,0.0120549429551557,0.007737365127040788,0.010163226923537416,0.005820880190176847,0.0018917160316182847,0.0029443753434911847,0.029822546035908948,0.011132110633874308,0.009144493075745075,0.006262452719024104,0.006848197380485921,0.004274400181640205 +29,Vis,0.006016578567281696,0.025879133873141245,0.007937604748855718,0.013955350245961307,0.007788464149717079,0.009559671453546303,0.004093563153374875,0.0043956787924150035,0.004308301926754647,0.01568424207982073,0.010008225035454522,0.008363663080615358,0.006616959753364072,0.006850538611863355,0.002326341123801984 +30,Vis,0.004629741490719475,0.02550188107240048,0.005906152071988109,0.012580033805655177,0.006174796154405494,0.00946401303849509,0.003316240968920815,0.0031160207671600882,0.0029912830317536726,0.020148349646124976,0.0061926616032076534,0.006922174221493593,0.005670725406763407,0.006746648798279531,0.0025278721987852595 +31,Vis,0.005967502704608958,0.022637201086816904,0.006782918015915129,0.02709874641193839,0.0050559437908927665,0.020062646411513917,0.0016829452257397354,0.007036100000424472,0.004309853745538447,0.018172453281872246,0.0058240496003768285,0.017566184512694604,0.004918936357469102,0.013062671759521605,0.00041599813805223923 +32,SomMot,0.004372401356973913,0.013949290230146771,0.002731931625970134,0.013086871629412888,0.00614515617308755,0.00996563237665209,0.003459364860272062,0.003121239252760799,0.004124494702004354,0.006344787147491715,0.003613810219219747,0.005467403906940315,0.00460514518686127,0.006440815236111952,0.0025871034200297557 +33,SomMot,0.0058465175902485626,0.03214324477506862,0.011224403574031672,0.018594835819244836,0.008934039005321633,0.013929373629623144,0.005056369820935913,0.004665462189621694,0.004141367948533201,0.018723052345046433,0.01046110691345197,0.014515573452609254,0.00837700147093135,0.010659440581506096,0.0032179321203395553 +34,SomMot,0.006280169843544676,0.046724323425379154,0.01331600619752234,0.01435862727632553,0.007840876489447224,0.008338080436210227,0.00447306379412298,0.006020546840115304,0.005175355054838187,0.037710237450869454,0.013329585811530733,0.0109622118158329,0.007687563236214994,0.006387443222681988,0.0029829513200961074 +35,SomMot,-0.0077117727602253,0.048483557196009254,0.025214979322033038,0.008227110149647077,0.00604493806198215,0.009294676439524262,0.005346709858536663,-0.0010675662898771865,0.003200786418415761,0.04475667322953023,0.028281995331008745,0.005821777936129324,0.0053893528230750855,0.0063983284606125455,0.003090262889589811 +36,SomMot,-0.0097495520034319,0.06408398207248008,0.02260201986639101,0.009663733734979352,0.004896481612291417,0.004764023983185495,0.0022453930417856358,0.004899709751793857,0.0030473945609891507,0.06476812781473104,0.025176089584740362,0.007013307148479542,0.00486906324406884,0.0032323528626128084,0.0011602934742351008 +37,SomMot,0.006096031406437851,0.04402094677550907,0.012664707290350718,0.018138526062479742,0.00810883069544193,0.015867535871426797,0.005596814756275338,0.002270990191052946,0.0034192618185540933,0.033685120833885064,0.00978864122960843,0.01608790639045803,0.008018695984242362,0.012572717951346757,0.004027400456606558 +38,SomMot,0.005363115627002212,0.02191265784222196,0.00839688174274259,0.015744620316710155,0.006624802129926332,0.013612977361662181,0.004486780211562903,0.0021316429550479743,0.0022343926972049465,0.016318653743284096,0.005913487649300626,0.009558495086227881,0.0056848068404087276,0.008994219859625386,0.0027958825880352715 +39,SomMot,0.005972779524181108,0.02612764606551361,0.004435187430967821,0.027803942060288446,0.007180408142560589,0.020319379241042945,0.0040901906592261394,0.0074845628192455,0.0048849512540311306,0.019932196505984344,0.004846454312532885,0.019629623774742845,0.0073618319277922555,0.013699323833171361,0.0030544992001132172 +40,SomMot,-0.005298152133581005,0.03521669574481958,0.00790978451842613,0.018260327102759377,0.005437534802451613,0.006591852955926925,0.0032222775833337827,0.011668474146832452,0.002977227612200771,0.03489293932792168,0.0040426099175917395,0.010924111630851807,0.00501020085499682,0.004164369003363588,0.0014831021573088173 +41,SomMot,0.006218767246157334,0.057758314234802224,0.011855805539602634,0.01816237719048721,0.00496220184577925,0.014781204832677175,0.0038879737957752693,0.003381172357810036,0.003288171169312444,0.05056035147227496,0.01142128823914613,0.016695136293304057,0.005983746532391569,0.01166157754438526,0.0030597730905737312 +42,SomMot,0.003637580683620077,0.03279468624153159,0.0158409944649456,0.006262468208824612,0.004487737894697554,0.007642164762508896,0.0057143805311535255,-0.0013796965536842843,0.002228642568304835,0.027665151224522712,0.015860658730114902,0.0043076565707594215,0.0046018375765022445,0.0055762628981844255,0.0037143310589484975 +43,SomMot,0.00626988090863298,0.04483728587344664,0.004475162236576094,0.02460832172636791,0.006805439911703105,0.020687242554606744,0.005220917192844418,0.003921079171761166,0.002931051913102134,0.035200346162228155,0.005978450359287336,0.022118469369222703,0.0056050120162727994,0.016177861289130437,0.0034099355401160116 +44,SomMot,0.005874398284247609,0.02789566785873403,0.007992839077085883,0.010004198112043783,0.00721391409520328,0.009921482367451651,0.004187572023029771,8.271574459213226e-05,0.0034317853981126988,0.017575333719790653,0.008880003315302492,0.007458815838036825,0.00712855078411202,0.0073474654425203624,0.0029778905174804083 +45,SomMot,0.005735901958453074,0.019413937626125467,0.008270883294262416,0.010068751793433783,0.0053516385956310026,0.009707314441729564,0.0031609267255892862,0.00036143735170421907,0.0025693354372698517,0.009507792305034046,0.008857276616541739,0.00592435278448622,0.005375877956947767,0.007228731632977992,0.0023050945917020556 +46,SomMot,0.006002331841764237,0.026448345740803347,0.011337656412965037,0.006760079000807484,0.005418603143638151,0.007938303894557608,0.0035320876662949686,-0.0011782248937501239,0.0020304384173683064,0.013692400924205895,0.009709464768226055,0.004686451174846984,0.005909660113368962,0.006359637948687569,0.0029643077787487675 +47,SomMot,0.004373488313772833,0.054397782827389364,0.014921569221686701,0.0025883135545021973,0.0027887745167911207,0.004776141067012474,0.0017558896089944864,-0.0021878275125102762,0.0025514484147442043,0.039594960445247,0.015625141642222683,0.004806940048052266,0.0035418065386543605,0.004358435225589319,0.0017565214028868804 +48,SomMot,0.005677417560596046,0.01879124129414398,0.007352052743511154,0.012537619205093132,0.0070161937054631475,0.010188257645383003,0.005021714409296032,0.002349361559710128,0.0022920755175498972,0.014662873657642184,0.008063441737205286,0.006888936597441187,0.005916377970771888,0.007187880416595705,0.0029798783503826773 +49,SomMot,-0.005938521885033965,0.08400286634692358,0.0247328042706364,0.008461044801348194,0.0036115194917707887,0.006347757963528533,0.001852062372104871,0.002113286837819661,0.003363382761694915,0.08307252805074913,0.028588103195868013,0.010319335647151196,0.003155224788488405,0.00598372455258731,0.001519238415838055 +50,SomMot,0.0055886079196915345,0.00876753002057915,0.0027254165086405702,0.00266569128500731,0.0025436812740365694,0.005217247440261486,0.0018317714683085838,-0.0025515561552541754,0.0008487107264032945,-0.005907352700763413,0.0024483764699927925,-0.000491222938536362,0.002686255845958309,0.0036274165284174266,0.001538973147984179 +51,SomMot,0.0055693217312698644,0.04747744196812691,0.004716203353668175,0.0008068655052629881,0.004464722266029079,0.003584668744289865,0.002308172165522084,-0.002777803239026877,0.003524410829763063,0.02979366211140071,0.0046133501880959585,0.0034010044899447146,0.004067659609837681,0.003430194124607611,0.0018866497193886895 +52,SomMot,0.005378035725677252,0.02858472654264623,0.007645889700990958,0.00416899224095244,0.003855719072130524,0.004744959290064377,0.002187432949164576,-0.0005759670491119362,0.002738552965199322,0.016451983219720568,0.007480616768292554,0.002787597066810643,0.004150461435451505,0.004237807010855544,0.002214337175720428 +53,SomMot,-0.008152651159703681,0.05573653809105159,0.021627266633544993,0.013708746683093853,0.004242017617316469,0.0024116367895058223,0.0015519091075707114,0.011297109893588031,0.00392942891417087,0.06259392896005211,0.027304323702356068,0.006216391425073709,0.003096004817072706,0.0019293877805500958,0.0011721987977458834 +54,SomMot,-0.008948968469813271,0.08179628061066377,0.01544961360255183,0.024229597214858088,0.0035985584852283588,0.000506913927785968,0.001850053357553612,0.02372268328707212,0.003440212273944833,0.07896571134884231,0.013410588434507192,0.023442272037469247,0.0019887745263528207,0.0005862043079493783,0.001012538837023087 +55,SomMot,0.005986620688871678,0.027214252617589318,0.010813209802719511,0.014298259036435246,0.00504993952002067,0.014749907660413642,0.003737901973022433,-0.00045164862397839567,0.0019829391535323613,0.019454040483113277,0.013206815351493886,0.009792667758492657,0.005536249520365929,0.010885234241307228,0.0030339492808713273 +56,SomMot,0.00535435419074742,0.029811534100453785,0.007357784649340108,0.015052350504135625,0.007289135604834792,0.013364297852050422,0.003490219963923556,0.0016880526520852035,0.004932334456395943,0.0247612736900908,0.0066766916858274,0.010885555022217974,0.006814363689485092,0.009214886962891744,0.0026400245655729205 +57,SomMot,0.006143601023746585,0.035105203192054325,0.010565323444123436,0.01916937544648296,0.004475799691666322,0.015913285090171536,0.0029350833482439083,0.0032560903563114254,0.0022249602853878603,0.03041755237096728,0.012898266306843936,0.013046103106585227,0.005157855594475635,0.011775688399209528,0.0022454552932064022 +58,SomMot,0.005562903321964925,0.0161988752658746,0.006509069872572263,0.015482805690833889,0.004032702100073814,0.015744285240071276,0.0019744813842555962,-0.0002614795492373867,0.003234888484036046,0.011461859548027763,0.0025197254578081833,0.00748516806634687,0.004833194098175542,0.011184924492114034,0.0020978755273280505 +59,SomMot,0.006111632619446168,0.03830852452002105,0.014409476725682269,0.01308417748702968,0.004275449158387228,0.012555140974807588,0.002526620866962412,0.0005290365122220919,0.00392037360991911,0.031191669788248454,0.01573619795024715,0.009454722158394735,0.004505937760621914,0.009603475882235157,0.0020132478958083725 +60,SomMot,-0.01302758038674154,0.062112254496811306,0.020224127735966033,0.007464624231146933,0.004559908487911642,-0.0009209819828547072,0.00032670326973037277,0.00838560621400164,0.0046118172998532644,0.05482785325251951,0.020483024685851496,0.004235312879009001,0.0027384586496953947,-0.0002096888663678742,0.0002866679824862604 +61,SomMot,-0.015414553030039897,0.0605592347361501,0.013492409327102616,0.006308592880027386,0.00482912171196977,-0.0003047659262811475,0.0008273103565272277,0.0066133588063085336,0.005208085370554929,0.06427549388140334,0.008517199789778435,0.0059882795317363294,0.002143022223824906,0.000598597898020281,0.0007162005327368999 +62,SomMot,-0.014470645600189009,0.07680654790679009,0.016790492661042617,0.018060123600025756,0.0013141378962347689,0.0005904569839816798,0.0016940672897075122,0.01746966661604408,0.0024107328198016216,0.0764001474468456,0.019563220374702713,0.013028352351563587,0.0013606320782004004,0.0006603752255595729,0.0009301715198335412 +63,SomMot,-0.014739510666119997,0.09887386589457074,0.02004755558839953,0.011171486646964168,0.002457021041977267,0.0034199876605600643,0.0019705199529167026,0.007751498986404104,0.0036991262791264785,0.09554302059853825,0.018635634970616505,0.012797123884933547,0.0027584248980836367,0.002826915666774554,0.001378374322871784 +64,SomMot,-0.004269703244357111,0.11294827063881704,0.03125352933145363,0.01459310487182266,0.010229017639292143,0.004818327019494984,0.0035872384089950405,0.009774777852327676,0.00724200359028348,0.1163161731016236,0.027001339718752466,0.019388331907374257,0.006477610467969777,0.004919803629601938,0.002817289308442311 +65,SomMot,-0.013789302739104985,0.09964010306800217,0.019548999124436695,-0.002508384765428495,0.0030101965260930573,0.0028618178002581375,0.0018675139648375578,-0.005370202565686632,0.0021160723336467353,0.0932111969566444,0.016761261840027727,0.004745702114414496,0.003052454836422658,0.0031076015146275894,0.001739508612063058 +66,SomMot,-0.013433046015868708,0.13047929263965502,0.008048398839935836,0.009928825473850744,0.006078740245152727,0.0019968388690519757,0.0018156598601596998,0.007931986604798769,0.007584640943318868,0.1255167974105726,0.00861600573600312,0.01647087508595877,0.004290833046801758,0.0017838900455351414,0.0013793802608357858 +67,SomMot,-0.013599204391367725,0.1609145518854356,0.021428878503135174,-0.006829334929330755,0.0020684753592020134,0.002333957197222314,0.00106900383791223,-0.009163292126553068,0.002119541167653093,0.14427323302156328,0.021501472064530618,0.007851983681267227,0.002496445462526591,0.0038458570808297178,0.000829901193742905 +68,SomMot,-0.013661624176126045,0.10750258658580758,0.02170716742405478,0.007307411412646037,0.003354871139423829,0.0014799667175317665,0.0024175289160306835,0.00582744469511427,0.00476896750984485,0.10303194928121015,0.018084836229875986,0.011721064426405614,0.0023136029783435356,0.00175716444036762,0.0009854200419142545 +69,DorsAttn,-0.010590091767855535,0.037670153832364564,0.014023254842985248,0.01749801787180494,0.005237200217414631,0.0035268415094512175,0.0011351884210446534,0.013971176362353722,0.0049720931287601695,0.04943636576634767,0.008214144561511632,0.00912941079031182,0.003739961400073311,0.002586800692254676,0.0013273477093362328 +70,DorsAttn,-0.013159655661564691,0.09922917357991587,0.019747709127323175,0.00891028741383475,0.004403007237730761,0.005231167498570155,0.0031426330042502227,0.003679119915264595,0.0035998825486155133,0.09628226075226523,0.016709267240480673,0.011440957705706722,0.004537504917567948,0.004059866719797123,0.0021567395874320786 +71,DorsAttn,-0.012605508096287563,0.1358151845777715,0.01951155719518879,0.0032864488258248724,0.0013937115271124847,0.004031449324577418,0.0024126605551551706,-0.000745000498752546,0.002623268237346735,0.12977367132660494,0.015727255533501922,0.011895656281262101,0.002382216541536868,0.004206806715060307,0.001166771768681571 +72,DorsAttn,-0.0135605250688058,0.10371693755018378,0.02133543859584781,0.005232165954815104,0.004063379338638057,0.003911564698828629,0.002456592093674161,0.0013206012559864755,0.005113924378401398,0.10209549871403037,0.01985894384213296,0.008084391322053141,0.0034879575617513875,0.0033879899249866564,0.0013088890479994709 +73,DorsAttn,-0.012643119623543756,0.12511341582403274,0.009514133485088477,0.03040624533984706,0.00735471613322933,0.0017598021234920048,0.001249035327510213,0.028646443216355056,0.00629753874132855,0.12660212878178304,0.005961353574314899,0.034159901121158166,0.004741805520718281,0.0022079665642031456,0.0011704554349625746 +74,DorsAttn,-0.010997154316604254,0.07201331536620188,0.00821195265811516,0.008713618683944113,0.003183151966086284,0.006309908257066033,0.0040928457756295965,0.0024037104268780805,0.0018525138157871766,0.06919385119494019,0.008313786936565377,0.00957355630158574,0.003069961363277449,0.0040002984727508075,0.003287500932858899 +75,DorsAttn,-0.010847622169976676,0.0728186962492123,0.020620380741609667,0.017236536097731636,0.004329367147439309,0.004382082120110642,0.0028245793375936083,0.012854453977620995,0.005476511454416941,0.07457385450036076,0.021124839023523852,0.014818100378780352,0.003340573614791862,0.0028385554478598473,0.0020327954153649633 +76,DorsAttn,-0.011693665267077165,0.10332608346725163,0.018910628376367644,0.01148803247725878,0.0015083680871562197,0.004659409347470178,0.0025808441499248287,0.006828623129788602,0.0014975642456642206,0.09183553025430143,0.021769136580416074,0.016053506689419673,0.002377226805727099,0.002956210569914397,0.0019070368759954526 +77,DorsAttn,-0.012332983126936413,0.10991769588522407,0.016744824961382004,0.009154588873209524,0.002591120403311721,0.0061895954783536935,0.0033620280244964465,0.0029649933948558303,0.003198504218962866,0.10388782334491323,0.014622519311005945,0.01286570567135159,0.004168011680125364,0.004072794474519336,0.0021043312135346254 +78,DorsAttn,-0.012406268204038328,0.1033390312001398,0.023411486614336743,0.0028801640989305267,0.0029004949891846786,0.004693913346789325,0.00236522739295586,-0.001813749247858798,0.001965188683159575,0.101234018669025,0.024541190430557632,0.007006780891016762,0.003989555352941855,0.0031747747448591657,0.0011200641907598472 +79,DorsAttn,-0.010336546836418775,0.14261419923209512,0.007407364327798127,-0.0021238868961609646,0.002606514938238508,0.0024904149930648376,0.0014666822867868835,-0.004614301889225803,0.002799437784523178,0.1311068303023719,0.007381501163666963,0.008661348489557663,0.0020687107925367767,0.003684972520383334,0.001200706257761449 +80,DorsAttn,-0.011828717004173803,0.16421473300669354,0.015578559671113587,0.002918662070373346,0.0015707743753706376,0.004561011464841491,0.0020050075457964064,-0.0016423493944681456,0.002927611285529722,0.15938279072794206,0.013975602771709592,0.012671132917898032,0.0026302642965633427,0.004814642762378996,0.0006289018974757997 +81,DorsAttn,-0.010401018113502717,0.16744886935912606,0.03731098667062272,0.013450705186774093,0.002891957464771523,0.002654382003039135,0.0012124149046648938,0.010796323183734958,0.0028260768574087476,0.17062008544987184,0.036176977435479284,0.01869459894295864,0.0038857947710186315,0.004100594454523954,0.0010715944076511764 +82,DorsAttn,-0.012214681180751502,0.033123755149647716,0.008600641613913676,0.01261006862256242,0.006693540014947512,0.005160477362333849,0.0015604969081972338,0.0074495912602285715,0.005324077603797077,0.03564834834853261,0.012625924964002442,0.00483284925713352,0.0026081670981739718,0.0037468298942552767,0.0007847514311194257 +83,DorsAttn,-0.011224996277154835,0.11836016916716718,0.024863994444740432,0.015023462649709973,0.005953312668265044,0.0047895749182676585,0.00315717361530838,0.010233887731442315,0.004768475456022504,0.12221785219381313,0.02590082554918129,0.015707913448324874,0.0041996635710078245,0.004191218070340619,0.001944381898417734 +84,DorsAttn,-0.012790741293073291,0.10147697628152035,0.01529360860509606,0.0076665159126374505,0.004819822906015596,0.003971778391143909,0.002816261476788124,0.0036947375214935406,0.0039317165441341935,0.10330227205497784,0.018354520663034946,0.009295343787380395,0.002282631534108365,0.003054916403278063,0.000706815557013026 +85,DorsAttn,-0.013144065390652182,0.07438846727376378,0.008533815597625845,0.014795614833857251,0.006362507926526192,0.0012248182221608506,0.0008267781598300602,0.013570796611696401,0.005766503840356747,0.07093713280352103,0.010896710577008636,0.012846251433859224,0.005389283601106283,0.0015007790918445175,0.0006199776405996333 +86,DorsAttn,-0.010948667435270858,0.09415739383637736,0.02680192249777543,0.0176282293831288,0.00667380920827693,0.004381909232786074,0.0013706959136804316,0.013246320150342727,0.00748238001356598,0.09425664686435675,0.026112769725163423,0.01692068875587527,0.002939236716501501,0.0041242959934501,0.00109543350423311 +87,DorsAttn,-0.004820178447253837,0.054125860793119276,0.011665054896796407,0.01338045602443505,0.004991931351511039,0.003447575510169165,0.0015984716846905698,0.009932880514265885,0.005219489635327053,0.05430703825558547,0.0141718448821513,0.011184536571784665,0.0038629987047542175,0.00358145354740258,0.0013841787250837177 +88,DorsAttn,-0.010648184890611864,0.06332088890325072,0.012843918787228679,0.027995686838187473,0.004973277633146437,0.005779207178049739,0.0016440433343029907,0.022216479660137733,0.0036257195911564483,0.0674891569260317,0.009215491937331571,0.024461215810552227,0.00496134799041682,0.005183963861408158,0.001314069987109001 +89,DorsAttn,-0.0009404471901594835,0.03041045853566813,0.0070482164448553595,0.00801060133328706,0.003135202369903146,0.0015384899936743857,0.0015809288141427212,0.006472111339612674,0.0032628150992222845,0.009569012930266508,0.007007944587062224,0.008860825835344732,0.0029347211765915165,0.001406327436601118,0.0010352365223384168 +90,DorsAttn,-0.0029217759484816783,0.02311753274077366,0.005058203355153637,0.004682838234126607,0.004998147180765857,0.0023327527287655193,0.002370596806035887,0.002350085505361088,0.002954627652952739,0.007109368788281212,0.0034439047702816876,0.0032143105648965832,0.0037749694303732604,0.0019467334604701624,0.0016813227830495606 +91,DorsAttn,0.0012623917328988515,0.0072488181364417596,0.005278836124118356,0.008806159706339911,0.0037319925714735937,0.00651280126415219,0.004326959143415679,0.0022933584421877206,0.001978403367267786,0.001129617894108348,0.005223277918154244,0.003000487078469405,0.0024628133305647313,0.0034035054508217756,0.0021630430643694363 +92,SalVentAttn,0.0047904427972880245,0.03119143478206854,0.01178753936562738,0.00013202160789194117,0.002168026189869589,0.0002506406695071739,0.0003330709175394648,-0.00011861906161523273,0.0022763965522173122,0.018770510080283697,0.010402329133001698,0.0011952874274899772,0.0025919478280593696,0.0008089216207844308,0.00052955100532797 +93,SalVentAttn,0.0006589737474618188,0.018709173484318574,0.005921534288592209,0.007739751203221612,0.0029411393851696485,0.0015686731380235353,0.0007664746904197465,0.006171078065198077,0.002714072503145627,0.012015717793824886,0.004392655845484924,0.0027992895018469355,0.002078655141059698,0.0008534029425261158,0.0005727124974598694 +94,SalVentAttn,-0.008794825259262798,0.04226123630383087,0.009478373455006649,0.01523828200759283,0.0023525511459293533,0.0014909370680734834,0.000543784324083621,0.013747344939519346,0.0023786786757307,0.041952604456164555,0.007200364502980364,0.012450177663616602,0.00219816291434841,0.00129712170762184,0.0004362471634066504 +95,SalVentAttn,-0.008023630556487643,0.07927620099950464,0.011707050596395126,0.00864471549399044,0.003638084762815912,0.0027228917403133712,0.0013609150323073984,0.005921823753677069,0.0027976422177004054,0.0754004817736631,0.013156988924887647,0.009171760216179358,0.0034041995084796925,0.003309367656838047,0.001128520297632971 +96,SalVentAttn,-0.006905376919497417,0.1114456928213319,0.010669825832435378,0.003570657009132261,0.00554971872906276,0.003505899875968632,0.0019105509030190372,6.475713316362874e-05,0.00522353092481079,0.09701643292722675,0.009052698072615658,0.008431836293564077,0.004035275872008504,0.002938221316497969,0.0012166387289162801 +97,SalVentAttn,-0.007058871595413621,0.145221172293994,0.018922299210047913,-0.00312021987989477,0.0036870175429268744,0.0032311869644533696,0.0013578446725143673,-0.0063514068443481396,0.004279244870085693,0.1309809647484827,0.02036964237775147,0.007894063884498759,0.002462588917606587,0.0038530807912907196,0.0009230538571995693 +98,SalVentAttn,-0.001989720571555342,0.023969675490192622,0.007803416257341968,0.00453856461431541,0.0039637897234839695,0.00224707554688095,0.0016322417975216212,0.00229148906743446,0.002617192491597293,0.01788749541300507,0.009017866185799108,-0.00037956501605194146,0.0026568377060565075,0.0017566187107075138,0.0011727887968606997 +99,SalVentAttn,0.0017464175084282454,0.01124739947060105,0.006903123320825667,0.009547650257118212,0.002556414551945369,0.0031795446101176017,0.001693862372949539,0.00636810564700061,0.0018548224915982214,0.007786795497103127,0.0068234216923502315,0.0031962657952086192,0.003549180755255288,0.0019693836100275197,0.0015442935624766154 +100,SalVentAttn,-0.007460662267203216,0.051707247021908744,0.011511754748532397,0.018462689010583833,0.004180107080309486,0.005095856857467851,0.0017364844513722353,0.013366832153115982,0.004138377050846505,0.05938182453906362,0.010077133246919003,0.01023110336446469,0.0027002139125780096,0.0034934755516182747,0.0012000537789831828 +101,SalVentAttn,0.005879499754687011,0.038075774416372665,0.004250993218630178,0.03500750481081498,0.011664640646164745,0.016551909526444607,0.00659138165264702,0.018455595284370373,0.005244676057624135,0.031164617844139486,0.00407757351542796,0.02994830308266714,0.011299783084638342,0.012711815993980413,0.005267859602408051 +102,SalVentAttn,0.005536016844674024,0.02561072188812421,0.011337993195626249,0.0194850758549197,0.008973138293142743,0.010661096890700139,0.005267782822874822,0.008823978964219558,0.004077290201797711,0.021266139457345967,0.012214606663282382,0.013508041002019144,0.008227059953646164,0.007723537320755591,0.004053730307187446 +103,SalVentAttn,0.004117963335326355,0.021339854940724635,0.0067759645169828304,0.011361326162595086,0.005443414835337559,0.007438119229867435,0.004490772237761504,0.003923206932727652,0.0019940798965795608,0.011816845142411636,0.007567001413914133,0.006762108213665252,0.004432417708883338,0.005185491254502206,0.002431575055511454 +104,SalVentAttn,0.004639315646656735,0.0032218305979951232,0.002826711265459013,0.0057494143018056885,0.005538532168482978,0.0030881657352922255,0.0026121045434067966,0.0026612485665134635,0.003807606223119682,-0.010526729947578195,0.0023653435942743817,0.003391732835847083,0.006652728603862547,0.0029796578997883794,0.0026683602993322468 +105,SalVentAttn,0.002319774219553485,0.00853751522120103,0.007595396754339664,0.0025219018557376184,0.0022755558919901123,0.0034882988939525907,0.0023448755212728566,-0.0009663970382149722,0.0016318866655727496,0.00444219464597242,0.007362901796123222,-0.0031126656969403975,0.0014636536130670965,0.002129558003323173,0.0013434271173862061 +106,SalVentAttn,0.003511315435056476,0.026265145413978487,0.009432355298491292,0.012640970688335829,0.0031483225591451783,0.002942126408354806,0.0007318669716098354,0.009698844279981023,0.0025736233035461636,0.02173866480541866,0.008204242133640472,0.007566692502693595,0.003409869720999665,0.0021304781215656377,0.0010773859867297829 +107,SalVentAttn,0.0056478827819210495,0.03548615407219315,0.009056756246843907,0.012438309774298273,0.006143719582139646,0.004396190982792492,0.0015710370709173744,0.008042118791505782,0.005495067028989974,0.028000875786553546,0.009687108172787187,0.009068627169512688,0.005148050580151851,0.003366107387081585,0.0010548862492553682 +108,SalVentAttn,0.0051650910362417155,0.025590926006797333,0.009238461741863229,0.012973031233781818,0.0033844443976569476,0.001570153598968016,0.0011555561699855537,0.011402877634813801,0.003779635525867465,0.022113762081956433,0.009870812002759688,0.0063604334111719615,0.003506447411195515,0.0008435992121966329,0.0007401517408182771 +109,SalVentAttn,0.006664142962207661,0.009675138174822883,0.004091191657008679,0.0027408851340210427,0.0034285408016451638,0.004761892443732751,0.001659014728786296,-0.0020210073097117085,0.002525712219329575,-0.003897467061035198,0.005355736783231917,-0.00012107285956679537,0.002974230832402763,0.004198256758919561,0.0012973720861648246 +110,SalVentAttn,0.005411506334966826,0.037463903210001946,0.011909816336103378,0.014199684642114652,0.007946121089013273,0.004691341617049627,0.0018575514542330607,0.009508343025065025,0.006328605975676043,0.03048750650986858,0.015201165234414376,0.011278804365685602,0.006319601529410898,0.004863474939423273,0.0019477403997915676 +111,SalVentAttn,0.006461763171661011,0.006026708573161765,0.004135299678707305,0.002983022413440306,0.006669229486339964,0.005919959914347817,0.0037380649332909833,-0.0029369375009075105,0.0034392671284654754,-0.010127296217981585,0.004704425097623682,0.0005401293489896153,0.005118820145260564,0.004174760618989581,0.0024974019955165553 +112,SalVentAttn,0.006288163029604717,0.022338047155692875,0.008987660585567632,0.014614704237260523,0.007240252017721104,0.007810793219693557,0.0028888452552233304,0.006803911017566966,0.0050096042445117684,0.01216029413234616,0.007610754955666566,0.009655992885971276,0.006580613884379733,0.007182184305310502,0.002189944968202751 +113,SalVentAttn,0.0065520711546125324,0.020745430942476384,0.008399477003936414,0.017819140421560097,0.006325475487911088,0.0027561324916026697,0.0020124732929372325,0.015063007929957429,0.00715455627076834,0.01672660223278046,0.013350174893008116,0.010110390732388664,0.0050146367476739005,0.002514827095020289,0.0010920589430710667 +114,Limbic,-0.007917633241049079,0.0008335512150785985,0.0006612744777028288,0.0021059256653117586,0.0014255594309062597,0.0008208645480887178,0.001680705313641385,0.0012850611172230408,0.00215348507654942,-0.01700337406846304,0.005412695497530532,-4.3469305828236494e-05,0.0014066605846655526,0.000534665993399086,0.0011237572521781113 +115,Limbic,-0.005055438437333853,0.007981001739545834,0.005225513204785541,-0.00208449688494623,0.004606662706825411,0.0029726903036932707,0.0026868366427013225,-0.0050571871886395,0.0027110356532647835,-0.011457484676473428,0.007798470706009771,-0.002366067929992255,0.003933155588722663,0.00266123369309601,0.0022010678540746913 +116,Limbic,-0.01241823153195613,0.0019598622866330963,0.0011365759720522197,-0.004164211476298929,0.0018116740603787388,0.00033840058774681214,0.00045499881672738063,-0.004502612064045741,0.0017563535075925296,-0.021278056149062995,0.001930298178994156,-0.00447121687822194,0.0011621367771442689,0.0004640864346890261,0.0004952072778158238 +117,Limbic,0.0047014210147577305,0.007073072777546896,0.004452955225224461,0.0035571810723877607,0.0053793118923975355,0.003200398743888044,0.0044937327158402224,0.00035678232849971624,0.0010643149619333487,-0.005389220064741051,0.00620576652869212,0.0006976792065136239,0.004435575013805626,0.0030079970272732792,0.0033178456905266648 +118,Limbic,-0.0149453807889796,0.01605727831047381,0.004806706143369407,0.005383548807739747,0.003514895334514526,0.0001398116390086468,0.0005907121730014712,0.0052437371687310995,0.003111596849137094,0.006833352072505483,0.006114426401360698,0.0021698182539980904,0.0026513325106721415,0.000343466152893801,0.00020250554377278373 +119,Limbic,-0.0011039792674738807,0.004722825041661572,0.0021182288936649075,-0.0012236962853663825,0.0022664592242127904,0.0009686293680547075,0.0009238571354445183,-0.00219232565342109,0.0017796820743587898,-0.009480649748810844,0.005460967323170038,-0.0017455642573408702,0.0021971671160057344,0.0015423377603441147,0.0011472009675740453 +120,Limbic,0.0040636813474975286,0.010658243587500537,0.004680004513033967,-0.0005088209810879096,0.001997757107550394,-0.0006732451726396249,0.0008154983504074612,0.00016442419155171528,0.0020554986520214995,-0.004077696667570474,0.0056381559210159395,-0.0021433758027044948,0.0016397254962252001,6.261875158088958e-05,0.0007145907196074137 +121,Limbic,-0.013554434409927619,0.08177537152538428,0.021382550302944905,0.02015836410713554,0.00613986181982463,0.005401678595887338,0.0026867060815300987,0.014756685511248202,0.006158877936326874,0.07631730170386294,0.02160636348505378,0.022031420814859714,0.004695469491651646,0.004313880464399266,0.0019925709174334477 +122,Limbic,-0.010803506635399994,0.07215353773074155,0.018173312409554894,0.002953598800054924,0.003243477316271171,0.0031683195110909558,0.0022593759014144657,-0.00021472071103603163,0.0034539521780120657,0.06327725692522705,0.0181720362897952,0.00658266344628351,0.002946258159421023,0.0024149796978565783,0.0017646228594168064 +123,Limbic,-0.003807428345892788,0.030698813473740594,0.005223010463546256,0.019830635622918848,0.004904381615282868,0.006787411741334881,0.0028126579539238454,0.013043223881583965,0.00596107989018998,0.03347689380940318,0.007436753307624376,0.01232637509038228,0.0036866021999754466,0.0043735424550693566,0.001404798614335086 +124,Limbic,0.003112415927603989,0.0543815180415246,0.007937443963037714,0.023311720290517046,0.0041603444018736314,0.006847182305011246,0.0031677083296984014,0.0164645379855058,0.003323743845322119,0.05704334885290589,0.00939706913071176,0.017973816480688697,0.005174952607158034,0.006628947183001066,0.0029644500312460617 +125,Limbic,-0.010162492984650693,0.0857030208328992,0.016791592052359867,0.014867442451258529,0.0036899093087813,0.0018034557378305838,0.0015322058240266443,0.013063986713427945,0.004465227096857966,0.07972237186807649,0.01471310602382826,0.0160438977650861,0.0025387156059388724,0.002148328614946271,0.001699333878413135 +126,Limbic,-0.007408678607879527,0.0514990758709438,0.013417334123113881,0.01997853537982559,0.005212470799486392,0.004703966504504953,0.004232757553883712,0.015274568875320638,0.0039501965203063115,0.05023220854947954,0.013492793344733495,0.015326469027963729,0.006120434039845241,0.004131482756939864,0.0035345324766356944 +127,Cont,-0.010684096629716108,0.1259970543439014,0.023623796759230847,0.011883648315921414,0.005792262613357516,0.0037632935649401177,0.001791762200588768,0.008120354750981296,0.005072099387465063,0.12069636854276108,0.02278217576426774,0.015751882077867797,0.003925959884691261,0.004941038849418678,0.0011687957762525686 +128,Cont,-0.004929389518845032,0.04704236997909321,0.014461335682769942,0.013149501625396232,0.003851724142128942,0.002683107981487187,0.001918124695205141,0.010466393643909045,0.0034968682009924247,0.03577319939276831,0.012120182031923974,0.013061856706947327,0.00387823170155528,0.002333009971111677,0.0016402038441718765 +129,Cont,0.002809956854254708,0.038953965042571204,0.007455918356242811,0.016576638858076854,0.0040636734049936014,0.008710728081810415,0.0029608420088501177,0.007865910776266439,0.0030686359398700448,0.027831367268660333,0.007325085838103612,0.014819108379893864,0.0037632251503530506,0.00622726890422034,0.0017553720644817837 +130,Cont,-0.012300221746871788,0.09407822431031729,0.022026985031980376,0.019340357697786036,0.005673939978231738,0.003137896441855759,0.002248128263264946,0.01620246125593028,0.005090249636160692,0.08667817269017915,0.02279944651599486,0.02168969789347197,0.005048492177066235,0.003068215899479343,0.002169900026978585 +131,Cont,0.0010285763552033743,0.011870295687440002,0.005936948045310205,0.012412868012682932,0.007782112249434762,0.004206332222375075,0.003172945872743688,0.008206535790307857,0.005026752137404542,0.009028369086060483,0.010021643015498015,0.004624080623089033,0.005696102658725475,0.0030527232437364436,0.0022643894837233924 +132,Cont,-0.003632482106168374,0.04160625792721175,0.008887923380903748,0.03380504721714066,0.009971429366633873,0.010226888194453299,0.0033718639353341805,0.02357815902268736,0.006842998365664379,0.05207262364563139,0.009811581678161384,0.022751246620424537,0.004389860200495118,0.0070719168056718965,0.001226235422738496 +133,Cont,-0.004677713057032502,0.02932314365698596,0.010323156417582871,0.009988315239050171,0.0050818986970926905,9.639132980445719e-05,0.0006254249263562103,0.009891923909245714,0.005327851894655211,0.01868767488982357,0.011486208133121654,0.00881033592940561,0.004701432653387178,0.0001962849315360282,0.00045222068529904286 +134,Cont,0.005366290650210957,0.029428407021813506,0.005747644061098016,0.018891285082762877,0.006082206540995558,0.014608905404938555,0.004749620797088486,0.004282379677824322,0.003212043736357774,0.027825480579693317,0.007005715969221711,0.012805365025840575,0.004434904552060322,0.010394625745172404,0.0032813472954626773 +135,Cont,0.0033339469707598752,0.0332399391922664,0.009903001892787174,0.00908902590336591,0.003257318173563294,0.0040482898997963755,0.0029834692419701977,0.005040736003569535,0.0018021121824915063,0.025718832742238452,0.010303815265973227,0.0075900135676634,0.0026188001626903804,0.0035275555762867895,0.0018215083249664677 +136,Cont,0.005973920736040497,0.051103869735396955,0.00521140917246179,0.0338040715140933,0.005882489970153757,0.01727177577741499,0.0024017115982655234,0.016532295736678315,0.006200782971790659,0.05294245920133658,0.010843513289180047,0.023963686316473255,0.0030009127213429763,0.01189832305232592,0.0018619754601156976 +137,Cont,0.004448283587723881,0.02798157531720491,0.009339039956875558,0.01349277209029831,0.004712685769307375,0.009444413212829494,0.002964383309693812,0.0040483588774688165,0.003121058764878701,0.025167940688219058,0.009669752473924206,0.0078010058082939706,0.0046155290684408564,0.006125514135877119,0.0020347205880917934 +138,Cont,0.003887920224647181,0.0479118890721633,0.015685037182206683,0.015995342448852635,0.006626511568536497,0.005890492774789901,0.004124769031214295,0.010104849674062732,0.0033343395502550073,0.042588906552635364,0.01450544269275612,0.01322849247044804,0.0066295853840557025,0.004744746142763235,0.0029988682428341543 +139,Cont,-0.00021206455426974583,0.048423454571740174,0.01724483988917267,0.011135405280331478,0.004239982057511865,0.008619116699530771,0.0035145201807253003,0.002516288580800707,0.0018387411238297892,0.04244884146877548,0.018334721029245462,0.008734673898861112,0.004016775625973691,0.006144725512875637,0.002116044569032838 +140,Cont,0.005023237051229995,0.02926629191304919,0.007202710327216974,0.027999397933025617,0.009677970046796065,0.016679514867741774,0.004461844051026769,0.011319883065283842,0.005330619673585685,0.023291489515547915,0.006864490804364935,0.021151531275045054,0.007967729787159254,0.011746815707532532,0.0032431789758257394 +141,Cont,0.006102823722477438,0.03308781940483052,0.007867986298632302,0.02215468335149904,0.00807005143077251,0.008972402109669852,0.003134932448433362,0.013182281241829186,0.0049921459752195205,0.023205196464188303,0.010414917554844952,0.017772508127861,0.0059981323877293016,0.007657475167351624,0.0023483687430612115 +142,Cont,0.00605460348168675,0.04174629833093524,0.010430103282296583,0.0291974285355737,0.004499659718256293,0.013963419845244473,0.0031259921488080195,0.015234008690329226,0.002294932209901846,0.03453578414042555,0.009507128975644616,0.02474400317768639,0.004862295268900773,0.010843327760721166,0.0031849163401393124 +143,Cont,0.0051304890191069125,0.02658374183137533,0.01406183103163633,0.0034621458889145364,0.0057320298663034825,0.0019919899675884256,0.0019235883813612834,0.0014701559213261106,0.004034350496657484,0.0190088649591603,0.015708639730911557,0.0003941333620040233,0.005207201381027695,0.0014997992233574565,0.0012365295047489305 +144,Cont,0.005913231036405563,0.030036313973062147,0.008889365654434192,0.034277475379905956,0.012481058305464173,0.00303405860216317,0.000946249470097512,0.031243416777742783,0.012252434621981403,0.044098848534989445,0.01960495226889049,0.017500135519726977,0.0056767933463232985,0.002532871428796901,0.0008846594550207486 +145,Cont,0.0054896332461982535,0.044776761360776685,0.018574844575282523,0.02401113862802413,0.01141873847295784,0.0042205246885499426,0.002783102753053327,0.019790613939474188,0.011216996918971706,0.05126543408955213,0.016225817338135395,0.01317549829160094,0.005475730238839947,0.002896868098290706,0.0016963652290194096 +146,Cont,0.002759413317149068,0.03324689512164356,0.009245427714753913,0.010628654452140052,0.006314739192104249,0.006571480650194883,0.0021905070887591597,0.004057173801945169,0.005387381360702996,0.03208855229844607,0.00840757985762,0.006968540514776156,0.004804498066411661,0.0036399010151707987,0.0014498387295317856 +147,Cont,0.006054586087887975,0.029234610066279188,0.006005246196729874,0.01746520744998208,0.005544255782709036,0.002013449542537882,0.0015549578531339945,0.015451757907444196,0.004221952474910347,0.023709412267640607,0.007377965571830294,0.010320020021606858,0.004808339550378973,0.0018166981370609792,0.0009608964794745966 +148,Cont,0.005936867150588976,0.037596549883563535,0.005193571497190723,0.022527939763097506,0.007297141292541708,0.003331326382925148,0.002133966592147354,0.019196613380172357,0.006810485084340902,0.03523513329332058,0.008947881716608388,0.015326336058841084,0.004017608326503041,0.0031771576002686207,0.0008727007090776358 +149,Default,0.006088701453760788,0.032321720115009625,0.007361173130811671,0.026637999120486654,0.007504664003458735,0.015105351004729095,0.003651916478022437,0.01153264811575756,0.004734102338621305,0.021777536060892964,0.01056910102861237,0.02106598733918221,0.005560566015564101,0.011621897773829515,0.0026527138977676737 +150,Default,0.006025220237459412,0.0544784664163966,0.012976303527208596,0.027546580536524413,0.0058501878427405975,0.01561509164936794,0.0041158379494971855,0.011931488887156472,0.0028681679599582713,0.045848802776336094,0.014905061575297553,0.024507613013849894,0.004884698414428098,0.012295136126096628,0.0030954283920903987 +151,Default,0.003669783800580672,0.043489212687712844,0.024669274221822503,0.019710523262062973,0.008766372141263263,0.005519201633948145,0.004542091269539831,0.014191321628114827,0.004455521170687025,0.04435028884557772,0.02324450360258307,0.012107454260164973,0.006450281042480437,0.004815805311870314,0.0031915364917682334 +152,Default,0.005985473186418404,0.02627918830305771,0.0035479168643757298,0.029148965652712012,0.0072493937403492305,0.013508465364382504,0.0025735162902554643,0.015640500288329508,0.004696904703677966,0.02758620765681543,0.0055303802170843875,0.020093442397543626,0.004195422959123091,0.010449924424715462,0.0020937634385800835 +153,Default,0.002453341771361871,0.05029201830251724,0.012528806097185964,0.02288239152586693,0.010266987573548995,0.00770977870912457,0.003663087755613953,0.01517261281674236,0.008482254546574112,0.05122530542561834,0.013863737388792149,0.016167595699034188,0.005428508520338313,0.006027796339629488,0.0025909376417334795 +154,Default,0.006322816017301001,0.03689597295657861,0.007753217927041628,0.03597845483712838,0.010399683635876289,0.008121978921476768,0.004038215883756646,0.027856475915651612,0.008658165869485925,0.03199531962129367,0.007946632945592648,0.02606757691685191,0.0075732482745643455,0.008331777277663988,0.0036518750745106023 +155,Default,0.006308550437037547,0.04053539435760663,0.009020978648582685,0.04922766015700737,0.01068788001751094,0.011466743444057759,0.004341475367446813,0.03776091671294961,0.009267465148493234,0.04269513402159926,0.01299386418529709,0.035034906301961,0.006513674932588036,0.010076054072359408,0.003576906959530818 +156,Default,0.006227382708162179,0.035976254645592995,0.00355719746340865,0.03342092077391508,0.007136060363169733,0.008417679339563767,0.0023311980699934507,0.025003241434351307,0.00584457545964909,0.03110432879856395,0.004795288946036488,0.02478532845234609,0.003842086547696915,0.007449050702318783,0.002184201487341971 +157,Default,0.005988033409462963,0.03751282785692127,0.008319562146381217,0.02424345954669429,0.005835315585889044,0.007160122857119688,0.002455214355162976,0.017083336689574603,0.003901274025929133,0.03199293765481457,0.010921810681446696,0.01838880109786718,0.0046978123455823405,0.006792225043441546,0.00246912406483772 +158,Default,0.005880494247810086,0.022357798230925298,0.002890957238777466,0.016859744170111622,0.004878796815768952,0.005062241889745023,0.0021168602110048307,0.011797502280366601,0.004121023889482733,0.011463377852431834,0.00495455601199215,0.0111293049337432,0.0037937581039439432,0.0037417548956498294,0.0018347754653255507 +159,Default,0.006193084286808428,0.04271460924349981,0.008866665421402289,0.03985028698987656,0.0048454469039607,0.008996085988714198,0.0013824671767477012,0.030854201001162363,0.004165171555090024,0.04919987998164088,0.007035333725987922,0.028013395058248312,0.003821707970317438,0.007210024071860133,0.0015823126017744608 +160,Default,0.0043382243107541905,0.03186887165419614,0.011727965781622968,0.011517369142235312,0.002717789487709108,0.007686567993869575,0.0026334554562598687,0.003830801148365737,0.0014602347829188005,0.024409886111289227,0.013957447109393355,0.008860648197383903,0.0020018070214533183,0.005668081133931824,0.001981707882133203 +161,Default,0.005942529958055935,0.025946148081203456,0.004645545501708776,0.018524782193431455,0.005810593747078077,0.005689072646972671,0.0021381971402768193,0.012835709546458785,0.005291975281723292,0.01085331638479221,0.005771363467638165,0.013868939968321902,0.005078231377330568,0.005791866819300107,0.001675795426945827 +162,Default,0.006412276995728564,0.04471048974887648,0.005017680640787242,0.04921084498041968,0.010838619454370216,0.014060466600875076,0.003904781864382373,0.0351503783795446,0.010305823419896233,0.04664389543848417,0.00965603158844492,0.033027982165703705,0.005541873338988591,0.012304324809349376,0.002420887382341634 +163,Default,0.006379131947092842,0.03380642213425498,0.009389927851309569,0.03822262128354208,0.013791045220942353,0.013054676199268877,0.004561043553705904,0.025167945084273204,0.010140482315774477,0.0344876205350642,0.013550649564472288,0.025452121418828178,0.009081835885013914,0.010036945178291744,0.0036361169869072725 +164,Default,0.006297017968121614,0.03939053154069834,0.006901105234487088,0.03731545528314299,0.010065042353571077,0.011584579284637787,0.0024487697296574646,0.02573087599850521,0.008950429480176778,0.040609792105341457,0.013402598525325354,0.02526651638028332,0.005053199296139971,0.00923325443692775,0.0016585775861166323 +165,Default,0.006533138956348834,0.025701785099435836,0.008189208884763214,0.021913290583083046,0.008909976553220535,0.006614197650174991,0.002775902406893634,0.015299092932908053,0.006968377589530607,0.018532894115614762,0.01253231869023839,0.013304864935872995,0.006859090457912937,0.005222085510893426,0.002177304347181313 +166,Default,0.006116880337483744,0.039271934013822896,0.008399793701358042,0.026512673186828685,0.007688731533218503,0.0071074708696232,0.0016920204480738812,0.019405202317205484,0.006843393109159292,0.03874381417748722,0.011463532518503771,0.017245451538078282,0.004319394683503329,0.005319207828222794,0.0012539984553045188 +167,Default,0.0018528150668164003,0.013810731112039986,0.006027058940948026,0.0005087268690918912,0.003548086518211608,0.005032660342518503,0.0033794802305190563,-0.004523933473426611,0.0023608341792698243,-0.0036455368533503617,0.008302956993480331,0.00014953414992395774,0.003974457298392225,0.004139273112233588,0.0026984774521817993 +168,Default,0.004726690564101104,0.013706958402441538,0.004732343247277195,0.005203287479847529,0.005688546917207256,0.004164137053685235,0.001321117860495203,0.0010391504261622942,0.004936776915818458,0.0017834146708049392,0.007138117871054104,0.0024541395638799425,0.005470377375684256,0.003026939712023169,0.0009855463290745718 +169,Default,0.006108118709185252,0.0172863115639728,0.00612418920243834,0.024326059980260627,0.007678732673127105,0.019852336918773306,0.005126245518024654,0.004473723061487323,0.004522373584258553,0.01360562582022098,0.00722519127284162,0.015731044395964622,0.006226984700057944,0.013006234852577991,0.0032642497216947824 +170,Default,0.004304361827347726,0.04538776235359303,0.009317422400584276,0.00857190917995232,0.005776726853482844,0.0010284342162696358,0.0008874157944225348,0.007543474963682684,0.005423742391039997,0.030672209505593795,0.010544203956225124,0.008251805964080683,0.0057768502787605164,0.0018700893407953335,0.0006954157530518578 +171,Default,0.005435273702613462,0.026008671195127064,0.005887626292894083,0.00629086529415217,0.005146496339088009,0.0067363512004139595,0.0023227110806172827,-0.00044548590626178883,0.004405025757750505,0.01699103104919266,0.006293646888158377,0.005441145584414752,0.004646029633967277,0.005925947466592763,0.0017483409764301903 +172,Default,0.0023833590726210353,0.025373067004160733,0.0076240046404553174,0.005277290523456779,0.003955948563127748,0.0015534113037643182,0.002138905600408086,0.0037238792196924607,0.002268711327412772,0.01836412051386831,0.008739983293984852,0.003579337323885623,0.004082196198749398,0.002027959637740606,0.0018812431499739403 +173,Default,0.0028097595900616504,0.054496994916150565,0.01794545781365059,0.008848578135708917,0.008467694902208446,0.007206677429268882,0.004615736279663982,0.001641900706440036,0.004148880278846878,0.04536564834202985,0.018926843849512244,0.009185816847425365,0.00645114156417415,0.005088350933779173,0.0028113553641106394 +174,Default,0.0032060628706294626,0.03542798757173118,0.008825305599491455,0.006905522766525274,0.006569126431024359,0.003300051587258923,0.0017268486402087079,0.0036054711792663507,0.00515774483736715,0.029691315035392397,0.011681374089941375,0.004503641429234317,0.004472668810548037,0.0024536194658682175,0.0009544768951848932 +175,Default,0.004712111821064167,0.020106442312164362,0.006676654527439739,0.013190107073883484,0.0065329144287274345,0.0020636879757888194,0.0011236292113283002,0.011126419098094665,0.006290043760202706,0.010445437415662506,0.007532870330637919,0.007082773624774341,0.005341859552433594,0.0017800325365721736,0.0009114382372188355 +176,Default,0.0059642165239320545,0.025942360839017152,0.007132791246402,0.024358224012880993,0.004180275503389043,0.01045919593325213,0.004998753814156803,0.013899028079628862,0.006795909079980955,0.019584054346359903,0.009511578180485338,0.017179791526194376,0.0031269435910240596,0.007803717677803679,0.0033477717489061405 +177,Default,0.006128757823193012,0.045481874788169716,0.010784280776922176,0.03608097916410249,0.00843908518803016,0.012712048366419792,0.004706939012466969,0.023368930797682697,0.009163614576461735,0.046794248167899746,0.014584586337135788,0.02573389332866749,0.005668405059307007,0.009949195311828696,0.003669426483427677 +178,Default,0.005862356701739995,0.015669243129926125,0.004481554927081366,0.019171360165146912,0.008033835578762432,0.014062013937020534,0.005179697119047944,0.005109346228126377,0.004041857554169246,0.009512829089614039,0.00543100516064991,0.01274076889080511,0.00607984989522848,0.009782015904616092,0.00370288095296659 +179,Default,0.005812969091928109,0.019766950743553634,0.009205780260143268,0.010211968985991082,0.00349520805530473,0.008104883591090472,0.0038246285672217917,0.0021070853949006095,0.0015675558590657508,0.014056342818562073,0.010364845277259468,0.0055344029997459465,0.001988865497204471,0.005439541639953171,0.0025568916173191957 +180,Default,0.004771036133559216,0.019256735338787245,0.004852901666165794,0.0029185204224549954,0.0025664611449286306,0.0017665166040080837,0.0008671788047760637,0.0011520038184469118,0.0022583967406570285,0.012370723205374046,0.008211348696309182,0.0005896288481914924,0.0018682673373022485,0.001804193447931568,0.0009401719959134874 +181,Default,0.0056156224620553755,0.031167716176219985,0.009229968632321882,0.019625429379835756,0.006463922733712568,0.015808805179672536,0.004429838144695677,0.0038166242001632213,0.0024188222155054943,0.022379893634085924,0.010121853543305798,0.014090685599577223,0.0060455341389165805,0.010706745821737496,0.003105834951294062 +182,Default,0.0030670344904501316,0.016119700753145193,0.008180834435734634,0.00926008526967761,0.00651821735526437,0.005761280446989247,0.0028993817622178764,0.0034988048226883618,0.0038950012646247006,0.00811999723388499,0.007583049388984362,0.0035172875574217334,0.006166575569736159,0.004382187232081769,0.002094700423422434 +183,Default,0.005093400755229677,0.012222666489990774,0.005575089268105495,0.0032575136677637007,0.0018435778106005447,-9.21035643917989e-05,0.0006293058032774064,0.0033496172321554997,0.0013291477059713724,-0.0009833413121328905,0.005952669527799466,0.0003690784280364623,0.0019482736456401099,0.0004056082242790193,0.00042337994648066136 +184,Default,0.0003213686383457976,0.05512004353429467,0.023033176452620777,0.00941110830878158,0.004931526451768848,0.0004869733605070259,0.0014879980319705047,0.008924134948274553,0.003967981307321632,0.04315809314128225,0.0196708490781196,0.009054203761160529,0.004464663241845071,0.00042965851661942446,0.0006452501617068601 +185,Default,0.004855969533395814,0.014045749741052571,0.008183085310598403,0.00013340992635457738,0.002346346157713413,0.0007288247695981465,0.0019433421722497935,-0.0005954148432435691,0.0015681135740941922,0.0005436934456852782,0.008468807670993082,-0.0025052649765799685,0.004029854263361346,0.001479998860552767,0.0018183227462785282 +186,Default,0.003756673735315797,0.01906469707963976,0.007875629684368718,0.004023957912832499,0.0023484636093270964,0.0014720057244340667,0.0012374781046992779,0.002551952188398432,0.0016103872340321394,0.008187146202918938,0.005875927264282923,0.002579027257068378,0.0032033119608021,0.001977240700939875,0.0012832786885507263 +187,Default,0.0021326775741254615,0.01260167672161563,0.0045590410806954145,0.0030653482285548208,0.003713083190495809,0.0021900888551734444,0.0016392961611487295,0.0008752593733813762,0.0034014537069457645,0.006376555678186846,0.004372308143788977,-0.0004741085975366044,0.0031715664654388635,0.0017813021731367229,0.0010051411823441294 +188,Default,-0.004354453258190034,0.06484879991549401,0.012523607299247674,-0.001939876309787203,0.005878877378920561,0.0028383411610825916,0.0015117613444282413,-0.004778217470869794,0.004865202894005263,0.05908441016025778,0.010921481092981225,0.0002480957516111548,0.004138252767667842,0.0028069430826393126,0.0010879696762422363 +189,Default,0.003703423205345668,0.024297034224568127,0.006908643451981428,0.011751981652623611,0.007141755600459219,0.0012589628913028284,0.00029156192866944226,0.010493018761320782,0.007065336569917785,0.026212162714801136,0.009296126530612356,0.0044082265200728445,0.0045739957283204,0.0013897477844014405,0.0005984574716833798 +190,Default,0.0052767313878572955,0.02120869621039072,0.005046105059167207,0.023684908763708858,0.006271934811012096,0.003933186594970129,0.0018818064166861697,0.019751722168738727,0.00556471677893979,0.025236802177002415,0.006979973135352776,0.013188001122346239,0.004795485787719584,0.0035675622144694997,0.001779558901197827 +191,Default,0.004074466305575645,0.04087439332339036,0.008032277844047664,0.020060482699559668,0.011248468308372618,0.003967976908985205,0.0014502820647515657,0.016092505790574464,0.011215089419555315,0.043534804954897255,0.008856191110704341,0.0100793894935995,0.00595976530811352,0.003274496310130437,0.0013903338652563417 +192,Default,-9.326576492228288e-18,0.003599917924902396,0.002877441793452332,-0.004006615241859124,0.001172981689838148,-0.0007082101913924666,0.0004326624018863003,-0.0032984050504666572,0.0010973017358428803,-0.017316628741240514,0.0035368761989253554,-0.004904767295286261,0.0012566355289715598,-0.000306995712366831,0.00047747712976319587 +193,Default,-0.010694438436094507,0.09151916643197111,0.02145870889679266,-0.0051662690678797585,0.0033929685338416875,0.0012308287948783248,0.0005059768852801917,-0.006397097862758083,0.0033577380711969384,0.08528142451153357,0.023550788061144363,0.0002893550652279808,0.003110391231864715,0.0013422889990618136,0.0005330093985788789 +194,Default,-0.006992222138119048,0.09683984363942999,0.023397496915169187,-0.0036899769008997387,0.0040515081634661665,0.0023857434140118093,0.0004847058605428435,-0.006075720314911548,0.0041812809527542495,0.09590319317431742,0.024948013886733518,0.0029023284512228907,0.003153074748313586,0.002144873466672381,0.00033879028588265305 +195,Default,0.0029784937046033254,0.025118417439638586,0.0032208673222500392,2.4006143495891585e-05,0.0020416304677041064,0.0018844327322624864,0.0024234845874996575,-0.001860426588766595,0.0010477159928093701,0.007817209931288982,0.004158481335817441,0.0003263235357732652,0.002248084174840576,0.0024731898091360895,0.0018009661605087872 +196,Default,0.0028360426903200836,0.04275531544879876,0.003598872151364285,0.008497838395890533,0.006367425691200799,0.0024284427342138094,0.0031686774044677466,0.006069395661676724,0.005228431392994123,0.030963584415668155,0.005700047896510379,0.007548098560259797,0.005139982427451186,0.0030146370131876933,0.0020461890799597328 +197,Default,0.005118392088832541,0.041434601094814116,0.007565385185297492,0.010497848099239615,0.002090594996122844,0.006141660932149295,0.0011232068768627767,0.00435618716709032,0.002004915132990205,0.03217382322778304,0.0063075899090337395,0.009327593291534386,0.0029295779576087836,0.006674236925109045,0.0011220246370494701 +198,Default,-0.0005192891819260321,0.057701399264725284,0.0340930381199324,0.00897281446549516,0.004806801101025123,0.0018006911478860577,0.0019541138606102588,0.007172123317609103,0.004584289480218008,0.0537014129377132,0.03586684391761331,0.006906350151925755,0.005716975100252279,0.0030348691602564816,0.0020288182394563327 +199,Default,-0.0028368510392744396,0.06219438796505643,0.01764968053462091,0.021010982055231175,0.007650294488335853,0.004450217961265479,0.0033618706275700245,0.016560764093965695,0.005822443658623877,0.062182774261476094,0.02007131471123693,0.01786967731885738,0.006328900145387675,0.003739384604652329,0.002284350528064345 +200,Default,-0.00305071770731016,0.0983339493477275,0.01501549447134111,0.01697009879770004,0.004913384239008256,0.0039073687383119225,0.0023135851023599434,0.013062730059388118,0.003182632792182732,0.11213156078215598,0.016833925174378993,0.015620820958730342,0.002855527694257829,0.002994013474253032,0.0015078926646594029 +201,Vis,-0.01750095315577613,0.05272413761984764,0.011410469570553168,0.013001688923213694,0.005527543185474865,0.002510377916200723,0.0016932888691857395,0.010491311007012971,0.004578383836262037,0.06605048605046837,0.017328519106585588,0.007520957119866533,0.0035688932992391518,0.0018356573397162457,0.0007610550874956734 +202,Vis,-0.01824029290064957,0.04248186429183631,0.01808705848330237,0.013358177379983882,0.0018393677848347432,0.0025465831479731804,0.0017176674796269638,0.010811594232010701,0.0005181308727111633,0.059829013117949525,0.02398808212133467,0.0041962438628672105,0.0023381022458859413,0.0023725288792617594,0.0015860747529379852 +203,Vis,-0.01926649136176625,0.01801547434857893,0.004984420608089531,0.014872633997869134,0.0018858218999066986,0.00299961891172571,0.0011507727719333061,0.011873015086143423,0.0013422881264717002,0.07887629568012158,0.018862361431829518,0.002581027043553141,0.0012355096477244536,0.00163897516900946,0.0008007429053816744 +204,Vis,-0.020400988966313562,0.008470978106695459,0.002346301424644508,0.016203313237081775,0.0031876656486645215,0.004963105848430271,0.0017799521344228119,0.011240207388651502,0.003098039719470749,0.052712201305826344,0.013754343654240714,0.0030896635127227955,0.0020563710467367425,0.0026012924290079063,0.0012251537787678418 +205,Vis,-0.018409881427777684,0.09184988639169349,0.011833323119327355,0.017673534088422937,0.005712434303801516,0.0035126270905956546,0.0018472391649064326,0.014160906997827283,0.005026201655716924,0.10143060936517614,0.01413210486784925,0.008687410736306744,0.0034647741293190515,0.0034049780814497943,0.0017622405071977625 +206,Vis,-0.02131367505209781,0.023363919426534995,0.009260495102093005,0.0087027690840078,0.003432688823163869,0.00199710708152081,0.0010827295951360946,0.006705662002486989,0.0029426196465375714,0.04402064545271946,0.012740970001176032,-2.9334534204750186e-05,0.0025839326261110143,0.001959865461153876,0.001242028346853916 +207,Vis,-0.020257125310765175,0.01979236266457358,0.004409014318325575,0.018558829061140102,0.00547526033545776,0.00611981276800364,0.002982710943132285,0.012439016293136462,0.003388025277892172,0.08206023049755658,0.016281296654858824,0.005879245141095613,0.0038229476817665795,0.00432044109053451,0.002149658783300817 +208,Vis,-0.01854967197202156,0.045986096840924404,0.004536216663776168,0.014535861327982458,0.0028445631695364387,0.002702937685163276,0.0018466449120623553,0.011832923642819182,0.001876172145913002,0.05832088036667173,0.006778558990542409,0.005530461715295009,0.0016213448000570408,0.0021825033005575143,0.0013320052882656284 +209,Vis,-0.020817558721653126,0.02539376033398779,0.005261132131741301,0.01493632042086852,0.0055807672711780205,0.003040721573335947,0.001718865823831017,0.011895598847532574,0.004209670512097085,0.05870234946704089,0.016035478836096212,0.005017017360086018,0.0029639375707646216,0.002613787742533158,0.001085588930169699 +210,Vis,-0.01621546797581621,0.08819888835989842,0.021355359322097606,0.004439586586448696,0.003284143278713696,0.003541500168231049,0.001385467181058404,0.0008980864182176473,0.0034006140064294105,0.10155359433779262,0.0167202086041453,0.006100846718223196,0.0026555622205810423,0.0025371805518281665,0.0005206212079958714 +211,Vis,-0.017661213396259794,0.041448899700998076,0.006634750135296858,0.013697639952544272,0.005130942286047037,0.0035839375805117647,0.003066859024722946,0.010113702372032508,0.0025301462757104597,0.10422707521222259,0.011471525614696053,0.008243740967620861,0.004000547679541363,0.0025940255945864354,0.002119419459619495 +212,Vis,-0.01763501931844531,0.06352880573409092,0.008097011002093498,0.007578976694366335,0.00404336139786147,0.004416368573214369,0.0024330886221165795,0.0031626081211519664,0.002369137202098991,0.08927035536672032,0.011179853121837507,0.004005697119166851,0.0023634644150319277,0.003227239681093996,0.0017906314881451905 +213,Vis,-0.016083078725878077,0.0915990343792139,0.014179867288909173,0.0004954413437914474,0.004921148323330511,0.002471037922460084,0.0014413330716933261,-0.001975596578668637,0.004260760871513834,0.1089428977082783,0.01965716697060826,0.002162144024051549,0.0031732064914348577,0.0027075112323926122,0.001341923503850678 +214,Vis,-0.00851855168154201,0.07089280904000117,0.012646091831073658,-0.0024639617095118193,0.0038929095455432277,0.00191787660331435,0.0010661138576161361,-0.004381838312826169,0.0033094024062831546,0.07371247605842415,0.01836992102282107,0.000658029854490394,0.0031348508840884862,0.0016324581553296413,0.0011546687367085542 +215,Vis,-0.016587621571470843,0.009682577709375173,0.003957430627162682,0.009668703408557522,0.0027785454138091583,-0.00040082048385994276,0.0008791975867673608,0.010069523892417465,0.0026277561983275893,0.06760878686013028,0.0158709829124604,0.002171080189005625,0.0023009096130604686,0.0003895727014539219,0.0005875356015275584 +216,Vis,0.0033200607290234294,0.007426753722007384,0.0044853183665063846,0.007027419267760249,0.00516372720874248,0.003504458099370744,0.0023463475976070046,0.0035229611683895044,0.004603310084136506,0.01704166351681182,0.013892032567297149,0.0014607199836720764,0.004497249433441179,0.0029402004249163395,0.0017890894180056533 +217,Vis,0.003581963556704651,0.01352822142275767,0.007063573513781276,0.0017569370047056942,0.004575759806537109,0.0008261137303188892,0.0007268384554381005,0.000930823274386805,0.004211192824060022,0.008765848902746875,0.012029049867642406,-0.0007464878273500952,0.004796993760719031,0.0010042839086974674,0.0008228907123747944 +218,Vis,0.0003248299079434862,0.015113216391490814,0.006321046984575697,0.012148466621702015,0.0017012443115039697,0.0016492873443884725,0.0027129138631068945,0.010499179277313541,0.002023152321593356,0.042925847322538166,0.006190397859545921,0.004210925262179121,0.002136598836248721,0.0017348122779277109,0.0020327827237228858 +219,Vis,0.0037486358130757826,0.01681755618430303,0.007824640570020483,0.0035987572352856657,0.0039094177782521946,0.0020443468636260897,0.001977869298468296,0.001554410371659576,0.0031741271003173773,0.017977777271577587,0.00955655931378904,-0.00028614773756314716,0.0032723629759108456,0.0015034941880904817,0.0015167221179590454 +220,Vis,0.004595133181792532,0.022268749027418867,0.008629726669401,0.00885748619642981,0.0072309564666273324,0.004340792194925247,0.002968948707039169,0.004516694001504562,0.004726600908019056,0.01912821008802341,0.011469087689711941,0.0032960911664745352,0.0060472474968320325,0.003290463074983552,0.002337819835986035 +221,Vis,0.003800530612882598,0.020583554525175175,0.009796369116828095,0.010478818400788814,0.005535362706941121,0.002207186662287963,0.002996382604115421,0.00827163173850085,0.0036283445917675485,0.036683152913206694,0.014093711112630171,0.003977500564773728,0.0048389246079107275,0.0030899473307338223,0.002531366545696072 +222,Vis,0.0038394104750381444,0.03726927009416685,0.016447909181672316,0.008017843941829316,0.009417565886075969,0.0047907151764327695,0.002129775502170113,0.0032271287653965475,0.00845456746377012,0.04216458373585861,0.021951447390568025,0.004581521327899951,0.006007017620925073,0.00397938959575943,0.0015391070833100512 +223,Vis,-0.008831367144566223,0.05867304840591503,0.03073062560213101,0.00372134462305993,0.009516889518685243,0.0035996696080144107,0.0023495538856401197,0.00012167501504551925,0.008176718383341922,0.07256835967969817,0.030868823777439353,0.0036394986126423224,0.004896806417537679,0.003287749955618957,0.0016604914038832797 +224,Vis,-0.011803960519734471,0.11218335293613049,0.026523320038639595,0.005069930464508499,0.0034441679258534986,0.004765167476312682,0.0020979475685308996,0.00030476298819581693,0.003985482046163221,0.09690164360679014,0.02536341647300152,0.012494239231149095,0.004289642173263864,0.002704737624781406,0.0018172717407468138 +225,Vis,0.005934389328745651,0.02372860484767303,0.010807571726740323,0.009944014929868206,0.005148999044465055,0.008495202944731162,0.0029543144707570674,0.001448811985137044,0.003938434025295717,0.012055716350310863,0.010558585055575768,0.006158751899692905,0.006274359354263698,0.006505956464493146,0.0021957302832982424 +226,Vis,0.005459904099029386,0.02419674630145017,0.014555482305471743,0.0005626586549213775,0.003263129154054645,0.0023721102259680604,0.000601003018311887,-0.001809451571046683,0.0027571131667870844,0.014334435854022253,0.014497049629247654,-0.000874896091092392,0.004162247770572684,0.0025095329859132543,0.0009772295263981168 +227,Vis,-0.0021230102664165926,0.05343966470063906,0.022666553721613605,0.006893747738464739,0.007336554045068863,0.010490434609441924,0.005641232121791896,-0.0035966868709771836,0.002028448963356308,0.03738071660719757,0.02126487726529835,0.00863187740547069,0.005934922907043131,0.00675197332691071,0.0034931184605144065 +228,Vis,0.002797686307561569,0.01120154830306792,0.005762181836420652,0.009745404577860838,0.004251851708572044,0.006648900116607193,0.00273336841263707,0.0030965044612536463,0.002532825616629711,0.0038830407222641304,0.007272608825427191,0.00256709438320033,0.004271360738450957,0.0040148501302526675,0.0016530368748929407 +229,Vis,0.006164222892925329,0.01844644242909834,0.006494352879118352,0.01801528466822664,0.009099666673229125,0.012483479105006046,0.005513375716772775,0.005531805563220593,0.004417891486205762,0.007178178022049675,0.008120005151790134,0.012496447388574628,0.00784238187118692,0.008966011933792428,0.0033001285180628863 +230,Vis,0.005979830619070326,0.029246974585949402,0.00667189169900182,0.02018276483470336,0.009269583788963488,0.014753373775797708,0.004957685266366802,0.0054293910589056525,0.0048778015834341675,0.014217001716176902,0.0073809009645407035,0.01534522287092539,0.0075263832558845264,0.011221738859210273,0.003277586610834461 +231,SomMot,0.0017331340529284838,0.019945672543879578,0.007055632679179156,0.008807827338842712,0.00749242997480017,0.00893695529086298,0.004915926277741703,-0.00012912795202026927,0.0026931574097657533,0.010955476270749488,0.010739948110351042,0.005182550253249008,0.006049535200688085,0.006358288900042886,0.0031222719264244335 +232,SomMot,-0.011453067071764682,0.06849184647511157,0.012330270791691031,0.00011978071501972387,0.0057107061369664,0.005078430219978602,0.0032186912193367034,-0.004958649504958878,0.0033024829347088384,0.05995478864505523,0.01533568522615325,0.0037417799299418464,0.005021238668050408,0.002861000194978569,0.0016778806234646565 +233,SomMot,0.0062450437637387,0.03326497654798148,0.010568767779925239,0.025380887573817644,0.009949166047164821,0.013273396145890603,0.005167247322117354,0.012107491427927042,0.006042366837683591,0.026037342277521903,0.010937815654777243,0.019403471673515926,0.008897665078998399,0.009809447507439773,0.0031759813970820973 +234,SomMot,0.006043774808358796,0.03284168127842215,0.0058779021956886016,0.034520730082407504,0.004635144169715833,0.026286978589478326,0.003103093604585124,0.008233751492929176,0.003987303566676845,0.025799128385420155,0.0052627370681391245,0.02669071408493231,0.004881221647259165,0.018706832251395043,0.0017056963502687533 +235,SomMot,-0.009381059551994272,0.059859765133850495,0.02027364326441121,0.010096417493076215,0.0055089756994646,0.006413376007828875,0.003237389103579253,0.0036830414852473403,0.0026620994536913157,0.06062003038084847,0.016034868948771232,0.008201783807961082,0.004697582870662967,0.00402858051304662,0.0016502263434643757 +236,SomMot,0.005659126908263239,0.011770628264167549,0.004143387840421181,0.02258839233655747,0.004344839584608696,0.014882046367461177,0.0034404853722284448,0.007706345969096295,0.0028817963587110616,0.008880796964583704,0.0037008273363002336,0.013707014716811638,0.003480343757753964,0.010210966021592771,0.0021152231571432466 +237,SomMot,0.006091721717125456,0.05678737890121059,0.015220836746107726,0.021312370771822953,0.007993367898718016,0.01655289767434289,0.004488748711414887,0.004759473097480061,0.003784353253134003,0.04735146589269481,0.014259124678127726,0.02031607485269482,0.00851717016260248,0.013663087097582748,0.0033795740496676105 +238,SomMot,0.006476903650486584,0.05569417803522394,0.015390883192304791,0.014852891506185562,0.006487210895175417,0.009861658771278047,0.004262607515977396,0.004991232734907513,0.004160817554977159,0.047236782808192435,0.01346226459331799,0.015017270691289174,0.007968498588725241,0.008752145430493807,0.0037172429135270513 +239,SomMot,0.005584912087098375,0.026522762045961913,0.010386964698467597,0.012364241484473171,0.006722970405612365,0.010252840981211753,0.004017468797032337,0.002111400503261418,0.003002038927188086,0.020617992925031504,0.009039475272591848,0.008424607857789024,0.007293274917629878,0.008271366862511953,0.003165878895207908 +240,SomMot,-0.008126275033662717,0.07912890910526982,0.015520196963522772,0.019103713023747027,0.004468409086708736,0.0074343433932511525,0.0025471660665450087,0.011669369630495873,0.0030916966493704672,0.07955743336426284,0.016589590457242447,0.017633966130964483,0.004858469742835281,0.006066026143773584,0.002363291680763212 +241,SomMot,0.00613894686257484,0.037478114106077556,0.007715851902142313,0.03822434565257016,0.00493936728651155,0.029722140090848993,0.003132940682650877,0.008502205561721165,0.004186748604771919,0.03281846906908781,0.007076622121958677,0.029575211127362146,0.005464500280904901,0.020455513220397757,0.0028632387086189102 +242,SomMot,0.005932649204470619,0.022639046464576373,0.00632404909192369,0.031170087925708835,0.008159550246308577,0.019513825590854638,0.0054283220741752234,0.011656262334854195,0.0064226953613139605,0.01753171732893437,0.006563365944649475,0.02296454581644638,0.007698689990502916,0.013971417087893335,0.0038872382618804747 +243,SomMot,0.006246660274138402,0.06069818495213777,0.013387754370196746,0.027973545165094916,0.0030102107406893078,0.0211099623741821,0.0018850963641433957,0.006863582790912814,0.0025709103164345795,0.05074463068201389,0.011822804896836216,0.026485681562338992,0.003921896435116575,0.01656967682162498,0.0017311066813863077 +244,SomMot,0.005943308280108157,0.02444902425156017,0.004742952848603743,0.009680819901508708,0.005075352263035346,0.009496122318437994,0.003929615034147316,0.00018469758307071427,0.001871837587778828,0.012261867563300988,0.006437195490173969,0.0074552017330688615,0.0049994974574234475,0.007765986754490184,0.00273600973970759 +245,SomMot,0.005946847799514569,0.02575566535880085,0.007557586382069599,0.012652528509280758,0.0067083495929645635,0.011572047545558494,0.004485447579038315,0.0010804809637222634,0.0029608101700018077,0.015541287044438579,0.010662923069485996,0.008070726360445434,0.00593608830471029,0.0085366313173588,0.003364915731425612 +246,SomMot,0.005957673973451059,0.023614771116491774,0.007934260183703041,0.004594707465401538,0.0060363965335166235,0.005634968249461391,0.0026779318939143225,-0.0010402607840598543,0.0036395025873634987,0.007826242296226749,0.008785480809072214,0.003576219782217427,0.005569539440688041,0.004266870402349987,0.0020054535730419263 +247,SomMot,0.0056160498862044645,0.05766393618072947,0.02328722028460926,0.007222872884789111,0.004216404050229761,0.007239325976794686,0.0020353379176846994,-1.6453092005574986e-05,0.0032610828809402745,0.04032416656308875,0.020693474569129754,0.010761971281751315,0.006554066263279704,0.005949690807434971,0.0017732452869021 +248,SomMot,0.005976137418523816,0.034839014496965096,0.012258379321425544,0.011451524522020496,0.00572475566133454,0.011642854288127613,0.003613723354093251,-0.00019132976610711783,0.0023149399921337855,0.02412891230481027,0.011802511919731007,0.010328879366844634,0.0063081368150858345,0.00928877656057343,0.0029677587670371795 +249,SomMot,0.005849156036134519,0.026261664911180517,0.006646162096339054,0.00958829195944908,0.005174226542352135,0.008915003037173163,0.0033028188789462508,0.0006732889222759164,0.0032231220076054425,0.01569344744499972,0.004610429764529301,0.007506067593884769,0.005064294209741692,0.007170297151983074,0.002706088969169663 +250,SomMot,0.006143011110271487,0.05485305317710783,0.010226854398122907,0.014057683221759088,0.0036426122407269813,0.013266349929619925,0.0028497599970259864,0.0007913332921391624,0.0023146261697150196,0.04767715694546752,0.010002087678400986,0.013741591585653001,0.004621561309008836,0.01087624353957677,0.0023472806669042174 +251,SomMot,0.004315279438703733,0.012333518531920263,0.005234544919985209,0.00941268789037033,0.007418467587143305,0.0073353491087782,0.004651955730253449,0.0020773387815921306,0.0031961368722269374,0.007405006762068944,0.004451519418358043,0.005228949256744264,0.006569277985056357,0.005492479368523972,0.0032898055176230857 +252,SomMot,0.0056539544145359,0.045270201241583916,0.007648728254421316,0.0029808260549372577,0.0032348678307507384,0.0035146470056315994,0.0016605208400306286,-0.0005338209506943415,0.0019949928607241084,0.034327184911107464,0.010730447152345042,0.0033305168095099534,0.003099820160498787,0.0034406095101797707,0.0015453105132934176 +253,SomMot,0.005513647482216678,0.042932680333830284,0.013797168218368207,0.005157808820425625,0.003822293468428976,0.002822713296583923,0.0015390240832289935,0.0023350955238417015,0.00277296420094165,0.031742420234606564,0.01445579888549329,0.005325784236572151,0.004672585918751553,0.002686837237473405,0.0017695633054231167 +254,SomMot,-0.006412594773633993,0.038846059087449626,0.014134449923098417,0.0012087347076045196,0.0010748248363203344,0.0012112298845034842,0.0012693862627956407,-2.4951768989645017e-06,0.0009109839609057855,0.03267828983986407,0.014175636756024736,0.0006536687241685879,0.0021839710191594156,0.0006854042501642343,0.0007871357335839989 +255,SomMot,0.005060586224522307,0.05301957601893799,0.010162820915435742,0.0020183955210298253,0.0041709905311217614,0.003590954317331563,0.0016874094483024767,-0.0015725587963017374,0.003975142579484246,0.03983958874130318,0.008007562672407898,0.005916916806970729,0.004820513257195918,0.0034827020546280172,0.00145964306182675 +256,SomMot,-0.009061835854942506,0.07123712046385997,0.007274526574074674,0.006404718762023842,0.0021335152600669644,0.004193146042510021,0.0021078158946481245,0.002211572719513821,0.0030586858566339237,0.06173540494420722,0.006283752635320891,0.008966764834674823,0.002911963606301675,0.002294582158723202,0.001447951116956277 +257,SomMot,0.006040467404671738,0.031891890555704,0.013326578799933772,0.018941547805442105,0.006353987273663679,0.016304343334047466,0.00382315992504842,0.0026372044713946384,0.003846248554049107,0.02313712041601741,0.015494403185239803,0.014367379236411026,0.006850248824760816,0.011954148749638516,0.002923202444482644 +258,SomMot,0.00605757896813751,0.03422094450743449,0.0139281010779482,0.011117357380463423,0.004040538195468887,0.010743986310528664,0.003237192615594476,0.0003733710699347581,0.004629270934881213,0.027110059171594324,0.014488034429060652,0.007446234668910279,0.0042149622140556404,0.008371846227059132,0.002439291031145342 +259,SomMot,-0.01698417049267767,0.029208444298773183,0.009923666347634225,0.011558728008826003,0.003635791038294607,0.0014587377373798116,0.00136412200104378,0.010099990271446192,0.003908092739417823,0.0368116808671612,0.011272827338179478,0.0037343993837392286,0.0015425244682883456,0.0015503849674505465,0.0011008631371728528 +260,SomMot,-0.01590170301611993,0.055644678362522806,0.010367749404341882,0.0154820543729699,0.003799333265747654,0.004296871468760055,0.003506808577789598,0.011185182904209844,0.005920292495740399,0.051605700104380016,0.008540023020859074,0.009054124740700798,0.0017085414966657541,0.003907452984114235,0.0025851087139943606 +261,SomMot,-0.015361226552009926,0.12294092533316303,0.016743538227646834,0.014881102108259547,0.0078080663034197405,0.0026758429014128947,0.001931601978917759,0.012205259206846652,0.007672898204826126,0.12170922609337002,0.013391172891217116,0.015597208265478436,0.0044205243278710995,0.002588203765856556,0.001711024807100727 +262,SomMot,-0.014718608838416195,0.16605887994427215,0.012613521484621127,-0.00218499002621817,0.004402474365871996,0.004323425312626772,0.0017947363589885892,-0.006508415338844942,0.0035685691194004216,0.16122886958862065,0.011088280541770607,0.00963435713174352,0.002719669717582121,0.0026041221370473712,0.001035733730228907 +263,SomMot,-0.004000473453318969,0.14851712002015277,0.02243819990630179,0.01175429555012708,0.004076203797332218,0.00174726055635126,0.0010325299676560138,0.01000703499377582,0.004258080932784691,0.14635354269520978,0.023653016307941616,0.017474837156970912,0.002124348726500297,0.0018066266737956527,0.0010442523772552382 +264,SomMot,-0.015517473950386645,0.0852393099325079,0.013335531062463853,0.005195030238707399,0.0041689660124026315,0.003626596455333986,0.0017946668110942875,0.001568433783373413,0.004452402940129156,0.08742808864891652,0.00810547457335388,0.004898000944080061,0.0020327140109045296,0.0025904957765262803,0.0010337149152410093 +265,SomMot,-0.014821241609770577,0.1270883497778386,0.022967247326808507,-0.0016797377289764937,0.003608848459511031,0.003296059896282344,0.0015876318848111301,-0.0049757976252588374,0.0040567035993873,0.11764938767316675,0.022032750410790326,0.007881704430464587,0.0050852975541867355,0.0022925805470461968,0.0009531286749187878 +266,SomMot,-0.013471516277199206,0.09044730506866872,0.00818487972279321,0.023137845836492255,0.004594036753154354,0.004712240860444128,0.002849487574962218,0.018425604976048126,0.007266654205418949,0.0968046215666111,0.005164763207534832,0.017932034682418507,0.003924912366850713,0.0028627609972917247,0.0015412745189678704 +267,SomMot,-0.01242803211166684,0.11042260092777609,0.028494859243815854,0.0010116928937839108,0.009890045842326688,0.0031627790132844557,0.0008454012334475599,-0.002151086119500545,0.009251480079271129,0.1064252331101863,0.024419450752712707,0.006916083721040467,0.003322513010944723,0.004004669392442395,0.0004510712536710433 +268,SomMot,-0.01224505057017045,0.07894176407101139,0.019894665581966578,0.023630215627345665,0.0031070042269743573,0.004257870539360798,0.0037403347738055996,0.019372345087984865,0.005246636023525274,0.08342416477153718,0.01828856553015178,0.016426148855087842,0.0018275209335011607,0.002832758288330739,0.0020315846440483788 +269,SomMot,-0.013656264724309627,0.14231568732139305,0.008037484158559876,0.000304632157512863,0.002598768603237579,0.002811392479160535,0.0016615606911317183,-0.002506760321647672,0.0038018731069996785,0.1342473599412751,0.011047814679329,0.00884374665669876,0.0014921711129554452,0.002671717302001775,0.0011779381852301657 +270,SomMot,-0.013647330922651638,0.10334625584011348,0.017083788528527537,0.018915998978892845,0.008451251603413206,0.004863964043304803,0.003539555745497213,0.014052034935588043,0.0073807438233249355,0.10376083764152814,0.01430233490158934,0.016841718538545193,0.005828342410539374,0.003362072050273235,0.002591643053796462 +271,DorsAttn,-0.013716991669232266,0.1277646949768652,0.020671111859492625,-0.00022147957764375725,0.002652016969098691,0.0032403980230282458,0.0020287638095269553,-0.003461877600672003,0.004008377785907791,0.11800717095380708,0.01861638210425875,0.007530984964668886,0.003227626089850952,0.0025243165563691105,0.0005545550548763204 +272,DorsAttn,-0.011833871204147316,0.15906650119669136,0.012408776339202015,0.002042435994446312,0.004200686428458599,0.0056641884867968395,0.0029830320790360802,-0.0036217524923505273,0.002787659339687793,0.1502523294987103,0.00892789738170949,0.014221261928712625,0.0024595462852589024,0.004675303536278608,0.0011810229805208322 +273,DorsAttn,-0.01287486707783443,0.05498503198709095,0.014924268672033425,0.022587636292524714,0.006188729551732598,0.0057946808698808635,0.003628657119774443,0.016792955422643852,0.004228918895082745,0.05475289475162357,0.015042366044966074,0.0165862195652821,0.006022448854877394,0.004155192647363281,0.0030874061087037006 +274,DorsAttn,-0.012078859213870963,0.1495865239452208,0.013997699146208284,0.02491379213245488,0.008007344199252897,0.004577213042236572,0.0019842077244716,0.02033657909021831,0.006558008066204168,0.13535577157324546,0.008757281007652024,0.03424437478918545,0.008327193778383216,0.0030146709410444616,0.0014620400715533023 +275,DorsAttn,-0.012320325129543083,0.11613099352882476,0.02049382114025676,0.02162369883081139,0.004444012574316611,0.005218401372228421,0.00288737083088381,0.01640529745858297,0.0053155423451411955,0.11854544795504182,0.01935934386154471,0.023111736206190225,0.0036050990953098378,0.0024338497001652913,0.0016020537728978989 +276,DorsAttn,-0.012313552799767128,0.104261067722304,0.02504757822160351,0.0233428196524579,0.00454038272411513,0.0067237768350937085,0.005153632388177181,0.016619042817364194,0.003922048638121289,0.11057626252767874,0.021522751504323142,0.02012914173559781,0.003293901594197095,0.003090002412336923,0.0024304094906383474 +277,DorsAttn,-0.012316815746320302,0.12704979368363575,0.021191502899408153,0.01858692746599875,0.004948812903663027,0.005669020470910069,0.0025830676899062655,0.01291790699508868,0.005168909619272454,0.13034093806611252,0.021256239446991145,0.018967068730273096,0.0031471041204737325,0.0025922409537457057,0.0019493405328727133 +278,DorsAttn,-0.012569394161565842,0.11061191238912697,0.014975451752796234,0.011998665185209001,0.0031615098523110844,0.005600213017470046,0.0019860652484491714,0.006398452167738955,0.003730523924827445,0.10836926060160901,0.01245091782471179,0.014477759509464772,0.0030286847533826816,0.0028968946264886553,0.0013045621737972112 +279,DorsAttn,-0.008269794149059014,0.13176492334912393,0.020120744336708542,-0.006006680711718326,0.002158137732522364,0.0035310726467296496,0.0019666840620020066,-0.009537753358447976,0.0024792090802525425,0.11982325503246567,0.018528434078309,0.005219279400596477,0.0011112129445903266,0.0033577372116153636,0.0011029518419660466 +280,DorsAttn,-0.012533999036085467,0.1316623089237582,0.01482393134925017,-0.0020941606653476887,0.002112275366884738,0.004145803033238127,0.0021582929428635646,-0.006239963698585815,0.000904427889986103,0.12606131562689124,0.016759156361566937,0.008403307629427115,0.0016028275428816958,0.003206381153199778,0.0009757613803816294 +281,DorsAttn,-0.009313207413766905,0.10131905603593724,0.02560756670018587,0.008065774399848036,0.0029433975354934746,0.003387833914687377,0.0014843743411878827,0.004677940485160658,0.0030177172335167698,0.10355975224598443,0.025034155788479544,0.009383837975658694,0.003167946994737923,0.003084617316869531,0.0007005491546066894 +282,DorsAttn,-0.013488007023065518,0.05614839153474138,0.019350438947436335,0.01261789829384401,0.0067659310747816455,0.005604891535110301,0.004421130373022414,0.007013006758733708,0.006184264988767263,0.052947842808266234,0.01830096241634078,0.010413390459507732,0.006344778163269369,0.004931195383466491,0.003374857160633814 +283,DorsAttn,-0.012423970379888905,0.12716100017669318,0.024283907090383,0.013016957363047177,0.0032124978297697793,0.006105040266910278,0.004042147649852362,0.006911917096136899,0.004038591315841125,0.1282467513324064,0.025306020953981982,0.016274989354494607,0.0019612881022487354,0.004111929199388608,0.0016196451423231232 +284,DorsAttn,-0.010419931750061747,0.13149401934531274,0.01122168394696741,0.004824947816161296,0.002275043297498174,0.003926632917893658,0.002564130849997949,0.0008983148982676381,0.0023150638967714982,0.1252437668417283,0.008939656229441787,0.011809088893158015,0.0020905426877529045,0.004811419933587069,0.0011983619637323108 +285,DorsAttn,-0.009793843634580919,0.07851270790439915,0.0171768478689919,0.010511490002281576,0.0024892274684287096,0.005386030863018099,0.0025445371400942113,0.005125459139263477,0.0026788183188030316,0.07186080139190339,0.01641438996872504,0.012866673056441647,0.003361689862426708,0.005150992746435823,0.0018889735683111075 +286,DorsAttn,-0.011018942063677548,0.09207704496549204,0.024391904635594996,0.016980982181679916,0.002983698791953502,0.0027333142494522012,0.0016403961135467151,0.014247667932227714,0.002954115201554098,0.07826225538883709,0.020690540529187913,0.022517864703596225,0.001329263987938486,0.002063979178656794,0.001230831027026172 +287,DorsAttn,-0.012115187927384283,0.08522886674406178,0.014516187592216782,0.022288867788394874,0.006232223214665395,0.0029722734197959342,0.0009322970611883004,0.01931659436859894,0.006499717042382122,0.08586651255945958,0.012148673026184772,0.022355848977156634,0.005743034868437296,0.0024137365103491957,0.0006552133407606146 +288,DorsAttn,-0.009040809929994374,0.04891608248975392,0.019228679792016295,0.01812545967323618,0.006208891363718317,0.006758353435091102,0.002260703204512689,0.011367106238145075,0.004938861946513768,0.05026009872783945,0.021715843505981484,0.010537082848103795,0.0054501902225493675,0.004405674747820387,0.0010929586649213393 +289,DorsAttn,0.0030880219940842488,0.017265398628378215,0.0070797852679941806,-0.00049999591436376,0.00207700297706739,-0.0001937440771937249,0.0007603503289725587,-0.0003062518371700351,0.0025249334446357592,0.0012379573577641968,0.006647803182705393,0.00048444218645424806,0.002290953487282562,0.0005976698737675701,0.00041003125462456204 +290,DorsAttn,0.0014928690139403124,0.023402661134057024,0.0041003865404019065,0.003069906566171299,0.002291144306198109,0.002442835364249718,0.0017128788430424838,0.0006270712019215807,0.002801234779695803,0.00766346525468733,0.005088211604528498,0.0033794585195618954,0.0022284808051823714,0.002262662815623262,0.0011424985057311937 +291,DorsAttn,-0.0018752581678318848,0.02167219972257368,0.006866435400470923,-0.0005510948801093595,0.0005173214443728022,0.0017345859906322536,0.0014660987300452843,-0.0022856808707416134,0.0016396997551686638,0.005314350587940875,0.0033162957564352264,0.0007562515982483476,0.0014582890273677977,0.001588987568679112,0.0010184214731995033 +292,DorsAttn,-0.0038830859620366228,0.0824184024656506,0.025336520328197224,0.007993072305320315,0.002547096634809027,0.004675636886574175,0.0017915906882265185,0.00331743541874614,0.003536807000610567,0.06240817546332702,0.023700015591021507,0.01495825861485347,0.004025984194220376,0.0037734883363351513,0.0015244438486638663 +293,DorsAttn,0.004884684280392972,0.036193686346679764,0.011693156657052771,0.001709205935424185,0.004057419570729326,0.0019109870398104968,0.0007318342770018343,-0.00020178110438631158,0.003778162920745324,0.02282844842291685,0.011219800879719794,0.0022311000870288257,0.0036656423777454593,0.0020640223959610183,0.0008562540543127166 +294,SalVentAttn,-0.00026926016877461425,0.01559516094302773,0.003092062217092374,0.006669684387387176,0.003906741761491174,0.004847717796988604,0.0013495995316158752,0.0018219665903985716,0.003550008716027569,0.00596993997227524,0.004574298895556249,0.0035414987388019403,0.0032675953510626736,0.0033118964956492247,0.001104636434116094 +295,SalVentAttn,-0.009290267412336376,0.030727956282393776,0.0111451830914723,0.027867021156392835,0.004475359241355998,0.0021304761817214635,0.0015298713954709233,0.02573654497467137,0.0033473162610828024,0.042273341245633575,0.012672018792115202,0.013893992864914018,0.0018212391972485793,0.0013032717725327326,0.0006483829465494733 +296,SalVentAttn,-0.0018388650190362657,0.016773743324557833,0.0038383064297502724,0.009432674996647284,0.0036517925800942787,0.006103744860523652,0.002485353378866726,0.0033289301361236314,0.001905913232010252,0.006176422433076856,0.0037876345851928176,0.005674495783218792,0.003151607435672804,0.0037834531507335402,0.001354334044829453 +297,SalVentAttn,-0.0035388832556644827,0.03628559830972387,0.0052912243051489866,0.0054266444716798866,0.005253736535733859,0.006556827039789192,0.002790055817341699,-0.0011301825681093059,0.0029939065975609523,0.02991862479466505,0.005577644782519155,0.0029135428318914024,0.003766528720514519,0.004113318316541692,0.0017653739826696071 +298,SalVentAttn,-0.007461700811413165,0.054053596836400694,0.015083166223649259,0.002860561316034893,0.001297859053637856,0.004170143795778269,0.0016114034251511037,-0.0013095824797433764,0.0025149771438473666,0.048506230577507824,0.015215520816793726,0.0034785378673434673,0.0009581459079303847,0.003134381293089028,0.0008590010802418315 +299,SalVentAttn,-0.0014553655731434623,0.006837893004908224,0.0017421803518997757,0.010758256560873924,0.005579122194094385,0.0020714316789267606,0.0019590987231536865,0.008686824881947164,0.003983194506587975,0.0010785206902592659,0.004287222337918662,0.003877816979204152,0.003843610959278327,0.0010750992299179308,0.0012071717490337208 +300,SalVentAttn,-0.00916158148969606,0.18269411976364391,0.031153479715886383,-0.006580323811705635,0.004538912213915941,0.0054785542022231844,0.0004990120752714237,-0.01205887801392882,0.004613741858981314,0.16805676637892503,0.03238396143759905,0.00984399676433465,0.002822248702850963,0.005916787632524523,0.0010400085666044734 +301,SalVentAttn,-0.005104307971858796,0.039469225651598716,0.007536600028286865,0.010460495804462778,0.004273351523644416,0.007015008358408803,0.0037461050281574764,0.0034454874460539743,0.001769572723634563,0.04588271226552676,0.008278131616927876,0.005546470932462522,0.0033301207116993256,0.004210200511938056,0.0021084367816358754 +302,SalVentAttn,-0.0007141961028546472,0.0266380419136363,0.008123813769293347,0.01241336685223271,0.0036939575744456064,0.005797809660379039,0.0029967393095544346,0.006615557191853671,0.003950466317290449,0.02416610724429382,0.011759069397851901,0.006172227035334488,0.001859767494312931,0.0037738263482897994,0.0020573177867644747 +303,SalVentAttn,-0.006510867775578555,0.03761460298365613,0.019589663674433263,0.015710393480731933,0.004131471146475678,0.005300715206458029,0.0017431465095820195,0.010409678274273904,0.0036836553343363447,0.03612048508469716,0.01996088073841492,0.012456412949378447,0.005643057579252413,0.00421422059706964,0.00156954747299289 +304,SalVentAttn,-0.007463924059885401,0.034895343374825936,0.010368531889773382,0.016210538965585285,0.009848340668197468,0.003673587587168026,0.0010075057764330406,0.01253695137841726,0.009670652490217098,0.03419493623694989,0.011899207720323842,0.011683631907133929,0.008051765815934288,0.0037718421705980275,0.0006298822779823666 +305,SalVentAttn,-0.009425695376220986,0.03448844217476299,0.005852536641874856,0.020395398677103205,0.003034111126166119,0.0032675818491335164,0.0009775132785178606,0.01712781682796969,0.0031771023167169103,0.03042399460393046,0.00701765839086311,0.01593506987440114,0.003021748982410056,0.002257304736463328,0.0006644355588028332 +306,SalVentAttn,0.0047570192563072865,0.040385809181532006,0.009511347324897418,0.022167167593875846,0.0055418223581028,0.005746784748451339,0.0024141818115366014,0.01642038284542451,0.005469817165866074,0.03829914744930489,0.008287306592399804,0.017134985098898436,0.004274169020270409,0.003578035355618958,0.0014911916389926418 +307,SalVentAttn,0.00580787393772469,0.028207800578838694,0.007132393576282795,0.01619416428337912,0.0035639838286694293,0.007867365845999185,0.002568240561349394,0.008326798437379934,0.002432516063085969,0.0216074850872372,0.005145356216802219,0.01376676988929606,0.0022064305508091,0.005825431015808125,0.0018651887348616657 +308,SalVentAttn,0.00321674361540997,0.016579463239223168,0.003385045185049038,0.007098234570326478,0.0038972948016545196,0.0017194440513154552,0.001137479963987112,0.005378790519011023,0.002866854584687102,0.007046984931754286,0.0039518944897425756,0.005819929218667452,0.003406419680023754,0.0019430175202003407,0.0008358902831334098 +309,SalVentAttn,0.0036189559633646863,0.002764175713316952,0.0037032088899522347,0.00024488216150539974,0.0014691480853967426,0.002721636680621731,0.0018071550353932948,-0.002476754519116331,0.0017396374350975997,-0.005150850676445784,0.003762381613440814,-0.002012154643782016,0.0026884512398270164,0.0027736515100793557,0.0017001140889614692 +310,SalVentAttn,0.0018942972508952031,0.00450066313347004,0.00324036687504991,0.012728431957835195,0.0043566432105461095,0.010623842309433784,0.00516294487051131,0.0021045896484014116,0.0027252894776800068,0.001561839998866743,0.0036218155366843858,0.0064513219054688434,0.004459676591198057,0.007368538807198588,0.003621325763038525 +311,SalVentAttn,0.0058785133410654165,0.03319999054399998,0.010272754726382297,0.019684915072718013,0.007272058171594123,0.005170999623862827,0.0019332921765165116,0.014513915448855186,0.006052499424982866,0.0334803488343395,0.013664366727517313,0.01191548617416165,0.004742669015635501,0.003655263654514562,0.0013461472730167843 +312,SalVentAttn,0.004967484118260624,0.01928807793040941,0.011243131218597976,0.008093120129679799,0.0028238922046886035,0.0032112044876430046,0.0008386704419112974,0.004881915642036794,0.0029224687944739984,0.011263550793651645,0.011900593409733875,0.0038783332751225474,0.0026986617759050028,0.0024861015769295893,0.0005627223513214454 +313,SalVentAttn,0.006681381774409074,0.008293931079921935,0.0029700126420317166,0.001519866210780796,0.004164477558334844,0.003486394228555523,0.0011812297478174553,-0.001966528017774727,0.003297323782733021,-0.004722235851259948,0.003803093251856729,8.210073833003761e-07,0.0033766795052346268,0.0025806071176477595,0.0007497203778699916 +314,SalVentAttn,0.0058665534724077345,0.024898037119663697,0.009169599139955163,0.009954753562489782,0.006699196438205486,0.004017378362641,0.001570146796567678,0.005937375199848782,0.006189097373572432,0.013949056025858808,0.012945137252778106,0.007711113623206134,0.006154661607341966,0.003934429129208006,0.0014238770195481323 +315,SalVentAttn,0.0071506116635651545,0.007265134881702484,0.0034939545422051597,0.003781959110310695,0.0030593787829136378,0.006923749963132187,0.0034669519185085125,-0.003141790852821491,0.0012664692473204234,-0.007443505194799305,0.004299862003158085,0.0013245753181293952,0.0025400811961121946,0.0051159395441274565,0.0021601296271686896 +316,SalVentAttn,0.005604980833180816,0.013849307710722746,0.004265262622678959,0.011492693183386193,0.006782863747244749,0.007366060498348315,0.002522444264934729,0.004126632685037879,0.004433552548911852,0.00390901247776263,0.006769107994962766,0.00783886789674777,0.006121194626029945,0.005251197977725286,0.002154385673723381 +317,SalVentAttn,0.0064422290826006935,0.010484596140067248,0.004890929702440295,0.007744531777447716,0.005573189242462558,0.00666879120759809,0.002382200339752118,0.0010757405698496258,0.0037705639571026153,-0.0015440009808236565,0.0034151391439286817,0.0034954472839208604,0.004851641147283569,0.005654627998421114,0.001673085555242969 +318,SalVentAttn,0.006451531661157611,0.014037883794959715,0.008053727895628391,0.012420805534917667,0.006008645682388681,0.00577963522764231,0.0024644796188294836,0.006641170307275357,0.004513052012923692,0.006473028799627278,0.010965547646277926,0.006941291225217472,0.004963507278565792,0.004409468994662036,0.0022414088846029073 +319,Limbic,-0.012150632491106327,0.008855257492949287,0.00284918782727753,0.00011536722779099673,0.004464846441060469,0.0019795936846096042,0.002239808422149846,-0.0018642264568186073,0.0026936025154476956,-0.008990998876285383,0.0030914953093388485,-0.0002626136048244021,0.0038970896954595813,0.0019524024649533844,0.001874475870821436 +320,Limbic,-0.002074112882273393,0.0010167210158907424,0.0012788213073193712,0.003849350214753189,0.0029492268142988797,0.003899870762324542,0.002336092169623663,-5.052054757135327e-05,0.001415438604205939,-0.013361139542813238,0.004678122100159158,0.0012270327691096261,0.002818842868160463,0.002771981677509916,0.0015094715506157293 +321,Limbic,0.000382591261576901,0.015012537009805316,0.003839950253122485,-0.0007498287484275501,0.0022044693137078654,0.0020974164229225377,0.002483677199903045,-0.0028472451713500877,0.001236913279444033,-0.0015751928742071763,0.0034257989251337234,-0.0014273013351627118,0.0018581419935721427,0.0022661185005245386,0.0017139962281417613 +322,Limbic,-0.014562783271443787,0.014700922520784055,0.003815331777874101,0.0067795881521407475,0.0023196977654459305,0.0021387593013248553,0.0029819998321476645,0.004640828850815892,0.0012425696259283085,0.007428015430404278,0.008323044150686928,0.0024224046587991268,0.0024188542148255382,0.0021517540473314336,0.0020907424017969 +323,Limbic,-0.0009732496295553698,0.00772781793652777,0.002776761240169577,0.0019779211513343943,0.0021892336733585972,0.002828310332379269,0.0019152210658871776,-0.000850389181044875,0.001925689469423962,-0.011580845042594223,0.002099880821535506,0.0015288387063277843,0.001439128427287325,0.003284102653787979,0.0015361559161826922 +324,Limbic,-0.008054473834760005,0.014650578322676822,0.004832587081720139,0.0037912212987263327,0.0061891422362136675,0.006017763019619826,0.004730507065228618,-0.0022265417208934936,0.0024836724574733354,-0.0008769339046130531,0.005844610198223701,0.0015618163398967155,0.003922364559325673,0.0046523184459571045,0.0029687870827920316 +325,Limbic,0.0012095715273751106,0.05393873514269176,0.010996217232802764,0.016300129680551723,0.005114118321916792,0.0095074230208537,0.0046020481282669405,0.006792706659698023,0.0029267882448720606,0.04704140205184411,0.015302388468496657,0.012867809491837546,0.004936031808733636,0.007380155576124347,0.0033762317257438924 +326,Limbic,-0.009551765784133592,0.06683630801560989,0.012781297580128564,0.02009288093844199,0.005878639855481148,0.007061304899105303,0.003830766363234666,0.01303157603933669,0.0054094028558903245,0.07081281067417536,0.013251366123026147,0.014599458266851339,0.003947814039163621,0.0042503731341911434,0.0023064451560554787 +327,Limbic,-0.0008307046059215313,0.04769324121916396,0.01742175218746422,0.020643756878756036,0.009567957961852926,0.00710767097074072,0.0044137347277670115,0.013536085908015315,0.005590663351231596,0.05852829717774701,0.022619641300654605,0.011653658474039163,0.005335298053623757,0.004142469923898884,0.002741393896205294 +328,Limbic,-0.011153907554251805,0.06088310600670728,0.017185828920086663,0.02751253363947881,0.0029467626665106088,0.00453573169094017,0.0034211480845095918,0.022976801948538638,0.004159707749247394,0.07501164730423955,0.016940661340807732,0.016113736708042413,0.002811389615330217,0.0029459330186170306,0.0022014749269154165 +329,Limbic,-0.008167645503826494,0.09893355323375386,0.02560358434536169,0.009419864530696164,0.0046489673024256465,0.008018853102761426,0.0022720190638709915,0.0014010114279347397,0.0038671015584877226,0.09147731295269719,0.024895512054751434,0.013756571658108063,0.006296739611074866,0.006687311146520969,0.0015408055260298314 +330,Limbic,-0.008549315129397132,0.020801825737206524,0.01189575189083741,0.018124349467007694,0.007195762453913611,0.004763212261609651,0.0038607768750191264,0.013361137205398044,0.005863052158166151,0.027122976632235462,0.01102565880592687,0.008664058072239088,0.004309228076324838,0.0023329513751925825,0.002320083371599619 +331,Limbic,-0.0034595112535269375,0.022321408022967847,0.00818841969911318,0.015122462121592206,0.006305676363126571,0.003950337622899691,0.0020808921240809877,0.011172124498692515,0.00569193019648796,0.021263651730802226,0.006954207122138285,0.007052057545356161,0.00460531206702781,0.0022873121742462478,0.0015883146519026043 +332,Cont,0.0020733164177598458,0.01607902454311192,0.007681796436002226,0.010533466990636554,0.0043134228655534144,0.0024157587440160498,0.0025216636369004525,0.008117708246620503,0.002240891002661663,0.013575185778105302,0.011273427900645033,0.002819770600528404,0.003454544475943102,0.00168188038782906,0.0015238180828674127 +333,Cont,-0.013315436279344823,0.05596225389061234,0.022816066233182775,0.03880727233339047,0.011208076871793914,0.004562919861055348,0.0007763210867478327,0.03424435247233513,0.010521947951797804,0.0676437375866932,0.019823457569624604,0.025819964232265867,0.0061126150276825195,0.0032526602801393524,0.0005797044386947347 +334,Cont,-0.0037640297341645385,0.05614069487553375,0.020589582819930473,0.018908271407920597,0.006827821059978456,0.010048672544441795,0.004421529521567885,0.008859598863478802,0.003935047855666005,0.060248474727336146,0.02212085018111147,0.012064100419802349,0.004026533842760222,0.006206553616962896,0.002501541895355347 +335,Cont,-0.002657259377882135,0.03160647787580968,0.006977273721405017,0.009147003115443808,0.0035210554924947663,0.0027724946407350127,0.0024570593940876012,0.006374508474708796,0.0045443803598123386,0.024313123458522788,0.012599649265190502,0.0046676216462681495,0.0022728922743173864,0.0024827987034631294,0.0018618816672882456 +336,Cont,0.005442676868581611,0.02764885390537015,0.004080809976186965,0.014513860852209048,0.00816932211042553,0.013582082980876264,0.004530574859850912,0.000931777871332784,0.0046349119361913955,0.022610338822115696,0.004954596681175578,0.009098486521737992,0.0066674150273376,0.009139998607324151,0.0029357935424995543 +337,Cont,0.004488944814720805,0.032498569010389146,0.009417902539736128,0.012027269644410166,0.007739369713058014,0.008290919125504592,0.0059089562544902404,0.0037363505189055733,0.002584895554708471,0.02824170726904287,0.01082623547236032,0.008142124626751235,0.00646002685199845,0.006260419588006272,0.004136510215164484 +338,Cont,0.001127611073915245,0.03640161972245337,0.006578412370525509,0.021881508524206738,0.00410875624619748,0.008252541682043434,0.0042051014392365535,0.013628966842163304,0.004316972825686412,0.04293606529713125,0.007982112909637322,0.01329899990825425,0.00396699635610391,0.005399097495796634,0.0019280218305633636 +339,Cont,0.004952709736229248,0.02859795532059608,0.0074392631386994545,0.02318913191916332,0.0064849614495541535,0.013747155655568211,0.00491083138292734,0.009441976263595109,0.005386697086156035,0.0349896970790361,0.01257701289661628,0.014014908346914389,0.005471702105751788,0.008578199897864503,0.0033519687429257455 +340,Cont,4.986739663444575e-05,0.034495714245193064,0.008278616491503547,0.0243970528576948,0.0056725713997029265,0.011412175148410374,0.003729341626836082,0.012984877709284425,0.005234789706597023,0.0394729800427728,0.013536502847967561,0.013579763824046798,0.0037289426561098833,0.007033408233728044,0.00170843633468097 +341,Cont,0.0020263559160658006,0.041094556088050196,0.011713878374322684,0.0170962021445596,0.005789160262871964,0.006896513127430714,0.004101509058552585,0.010199689017128888,0.004932789984683762,0.04551505690996318,0.017755606792460892,0.009949469310177372,0.004421052553557371,0.0051180650820532355,0.0027662415362318285 +342,Cont,0.005015407073712706,0.01624012293736756,0.006389070717261086,0.013708414951077729,0.005980480019237893,0.003664516075020341,0.0018890622908731127,0.010043898876057389,0.004440858908711848,0.01398823944913965,0.010484598122190115,0.007682573779206692,0.003653302744063791,0.002339153872973632,0.0011730612005203883 +343,Cont,0.004775307168339434,0.01624676751663261,0.003844608611668828,0.012421842264113424,0.005476280550759689,0.009563070791927485,0.003895150328765684,0.002858771472185939,0.004240522206694523,0.011498811708998292,0.007707591964120715,0.005478355527898304,0.004755047884405682,0.005677038351645192,0.0022991820841287143 +344,Cont,-0.0019373380082430471,0.026252932811103014,0.015270759205556435,0.013897798155165453,0.0064103792100226615,0.008398307771408686,0.003260166779646675,0.005499490383756767,0.0039045102255427107,0.022320587149198667,0.015279005727621232,0.007615447018162258,0.006520677699098707,0.006006039679904674,0.0026480141975437437 +345,Cont,0.0008241336636877316,0.04087690247987794,0.007081945321904799,0.0106544916786391,0.0066735616253441295,0.007071044661067627,0.00411505580364844,0.003583447017571473,0.004065910801340921,0.03695042583014707,0.010955486228945748,0.006511360860132975,0.004459965466373654,0.004729275744805417,0.0024976445891608224 +346,Cont,0.0032389855014344307,0.03406474549749476,0.021876452053328596,0.006954090360789267,0.003291779911329247,0.006059208333481258,0.002510144525196211,0.0008948820273080082,0.0033805865258752974,0.02399149270926282,0.024321601916726894,0.005504811292851408,0.0041886003382192415,0.004315419673170196,0.0013126238538781012 +347,Cont,0.0054679316885442725,0.021643159261869903,0.005694914933737159,0.014969896858398113,0.00708527647781296,0.0112859061443072,0.005022550573725355,0.003683990714090912,0.0033372540227420045,0.015297488224741019,0.006157424511544906,0.010181481506198641,0.005731740770453516,0.007352164165997333,0.0032573785909678914 +348,Cont,0.0037806190617592187,0.021351469110236797,0.005448877035654899,0.0165736217932567,0.00742832676448473,0.007801154766824347,0.001913034753739179,0.008772467026432352,0.006242288536719222,0.016580080043744717,0.008405547534235768,0.011045488374986956,0.006199308992426959,0.004726108316428524,0.0016140788091537361 +349,Cont,0.0054742463776510115,0.027992850154683578,0.006460963189800317,0.01734401151560665,0.0077095095179117714,0.0060391492812505556,0.0024177016742211355,0.011304862234356094,0.005738426501969697,0.022611262031301548,0.004544056543911521,0.012532447480490183,0.00742398877975389,0.004397596163411799,0.0016623783468187815 +350,Cont,0.0017268116225391315,0.01970619127405786,0.009337323049666231,0.009175972459618964,0.005678059751796599,0.009073605038424715,0.004180709525995501,0.00010236742119424935,0.0028798209361939795,0.017319406186346597,0.01440196049676846,0.002769952356408645,0.00506230056876502,0.005613049130250314,0.0029574244233251815 +351,Cont,0.00452225190730613,0.050338113856236474,0.010165239552711976,0.023431022098855482,0.015105021539336702,0.003331188126702922,0.0030682916256811253,0.020099833972152557,0.014346535959949627,0.05859245273687212,0.013801090072006196,0.01212849237338356,0.007209830947873242,0.002399419124361568,0.0014733589042265635 +352,Cont,0.005629156956195736,0.035507401170090214,0.017294438040516422,0.027515463296437524,0.00888270989980456,0.0042589861959223315,0.0029734735916836096,0.023256477100515194,0.009179123115080522,0.05118019395542921,0.017893839437002672,0.013471707934738198,0.003995430531843216,0.003405942682965235,0.0013671090414476429 +353,Cont,0.005981924733538489,0.04322459133079779,0.011488119837810302,0.03187299533809855,0.004398979844389387,0.007281126256257475,0.0031177926870603967,0.024591869081841078,0.005756097646634976,0.0515387983449616,0.017778740942635162,0.024177222990946844,0.003998976189071879,0.005023214036768397,0.002457245913467701 +354,Cont,0.0013746462784863034,0.05450247614189692,0.011890485994121338,0.006141470207457256,0.004443947595859955,0.002389594270583917,0.002308912603857793,0.003751875936873339,0.003499428453199021,0.047689936319954905,0.010443922242585328,0.006712793885473012,0.004350262796905993,0.002022133405791715,0.0012435506146201431 +355,Cont,0.0026547639143042665,0.035736752470417146,0.006304089810510633,0.020713863700113255,0.00928127939941935,0.004134100282374797,0.0019683335979171846,0.01657976341773846,0.007537161964844216,0.038993534879741665,0.005933149545801962,0.012850377982403249,0.006379431284042422,0.002799092485658972,0.0012368093048080425 +356,Cont,0.006365214458663297,0.017172731416234634,0.005595713909571401,0.015482851124695562,0.005039395538851402,0.001818957354898698,0.0006617188984496033,0.013663893769796865,0.004902567689722768,0.004331213036797621,0.0076184572859701,0.010175570954118206,0.004048878045374582,0.0019520424787089707,0.0006708092278341941 +357,Cont,0.006010930762534888,0.02961557555133465,0.010007101596934874,0.018764740438735505,0.005971437702355401,0.001283299855307596,0.0018121818190955836,0.01748144058342791,0.005970483814047501,0.025140767850805566,0.012199792120000873,0.010777518332384762,0.004148934352898205,0.001562702313171882,0.000894795840886296 +358,Cont,0.005331294119184102,0.036963230940070854,0.010093275773765224,0.01617815664502096,0.006004176521933342,0.01101814643155059,0.0038270312416363622,0.005160010213470368,0.002612434974914027,0.026873263293165216,0.008639458107023537,0.013042757740971678,0.004420426756093517,0.007630489554047504,0.0025441914493880154 +359,Cont,0.005033234905089991,0.04173454921476503,0.01728050054748501,0.021084178954135523,0.009119324823397498,0.010952497892520263,0.005212404749990615,0.010131681061615262,0.0051418928347776996,0.04075674469535131,0.019570685086968367,0.016040476773362754,0.006273256963348123,0.007826424384827325,0.003722027792261305 +360,Cont,0.005970722459257997,0.04669633384009468,0.0063636467790664395,0.029590287491821198,0.0061461746152543855,0.014059075454125592,0.004798541895696282,0.015531212037695608,0.003475842492520846,0.04663678719997995,0.013168895748416355,0.02250777858722628,0.004308508481220855,0.010446567861261524,0.0035644314688214273 +361,Cont,0.00545921413973278,0.020452036894546843,0.003758591661695225,0.021702692654115528,0.009312326486598398,0.00969083442050107,0.005568585217490018,0.012011858233614458,0.004184004257954836,0.016876219434541585,0.007951718993041021,0.014571528917369658,0.006399620398297855,0.006714550662082375,0.003483555814465938 +362,Default,0.003817224273004795,0.039344210894760104,0.003652638048953002,0.01892711744506246,0.007030026043036294,0.012186749869523039,0.006231866062195685,0.006740367575539419,0.003961153290444921,0.03270676488021149,0.006510520021293508,0.013369201017779253,0.004361621620168019,0.008119275044050567,0.003982800685219829 +363,Default,0.005867905573524181,0.061487606374122164,0.014812368674548604,0.036991484820841955,0.00840101304137418,0.005654160393349983,0.003077784279973594,0.03133732442749197,0.0074988457930655495,0.06063796699685742,0.01760970461505693,0.029331328739995645,0.007046238090556286,0.00553384423751162,0.003188982707275511 +364,Default,0.006203672284993995,0.04663389255416075,0.009745251802278419,0.047504596248718875,0.011714650537955895,0.010398898636032628,0.004553702326561809,0.03710569761268625,0.010683497258636165,0.052784667982197234,0.01808654165958865,0.03520665238488485,0.008459346540959405,0.00821398840638834,0.003963413329771969 +365,Default,0.005916587399994107,0.03312621149171191,0.005611927122171599,0.02948663370846145,0.003974841771337688,0.01109466597689852,0.0049210349393227605,0.01839196773156293,0.0018431273127398463,0.02947239376914157,0.0071840672449244,0.021150884228698662,0.004455210152783132,0.009161328536987857,0.004232784440942543 +366,Default,0.00585180168268643,0.02867992660983012,0.0023161664645953233,0.02192633049576944,0.00423614541097,0.005304469731796812,0.0019963059659218276,0.01662186076397263,0.0034804891002942055,0.021795666446565963,0.003003727543815083,0.015536802461640974,0.003892793082178648,0.00449152303046223,0.0017724923193787431 +367,Default,0.005256852556366068,0.04839640095880378,0.0119375440921059,0.027921712521638574,0.004409599185449064,0.00581406097432835,0.00231258616702945,0.022107651547310224,0.004280829401352591,0.043453818930080934,0.014323194089925228,0.022720246462571737,0.0032001226134449907,0.004590361284997635,0.001616170331417144 +368,Default,0.006278475557542994,0.039558264602553114,0.01288843046303592,0.033131994621820794,0.006347317351945829,0.009404717812227004,0.0033978509847758004,0.02372727680959379,0.00460479493701239,0.03326962938852067,0.011099283986454407,0.023643784933310874,0.00492493868218726,0.008371573007583687,0.002412816175416623 +369,Default,0.006485065713992191,0.020899576872418724,0.006368657011585188,0.030237499358062435,0.008415395802709101,0.015179771014954314,0.0037028660151428644,0.015057728343108123,0.00748523640819895,0.019982431535007672,0.010989934186244063,0.02087935219280308,0.006013506089445352,0.009843639692667727,0.0023854780450560716 +370,Default,0.006068378232951695,0.0247904155470684,0.009146139278414643,0.026429559874903343,0.007625850044254793,0.009438735746445603,0.003920459249837121,0.01699082412845774,0.007062286221595833,0.02444122274938747,0.012129255600213718,0.01550937316918961,0.0046873761233637715,0.00659086334916108,0.002904138624247153 +371,Default,0.005421646115840992,0.04428543967276142,0.014056738912582353,0.025757706086061517,0.0068424459049564075,0.005470957847775737,0.003087067576728108,0.02028674823828578,0.004563229561147648,0.036067372115688376,0.009931764849012894,0.019211239439720095,0.007094254380257022,0.0043389690117527245,0.0021818600936816222 +372,Default,0.005474409888559532,0.03980981328864304,0.012355325660009846,0.026046856731178614,0.00763312998573368,0.007024313856806042,0.0038196622121320573,0.01902254287437257,0.00868062908454819,0.039376852186464514,0.011545909759214382,0.02070698694647468,0.005463272127340519,0.005019689507734859,0.002939757546861297 +373,Default,0.006314574070203138,0.012435711049361697,0.005530964004156222,0.00887474338352312,0.0030966701187388934,0.0018121671030321806,0.0022188762749832175,0.00706257628049094,0.0017859381188778587,-0.0015679314277587508,0.0034633260607264565,0.004308950506802356,0.003656623957957857,0.001503200894833956,0.0015364734832054086 +374,Default,0.002190740300369518,0.03128517883226012,0.009431293248704259,0.00851327323382962,0.00532606526810648,0.001613350676419789,0.0010981137406392554,0.006899922557409832,0.006108325169545182,0.025667218316248186,0.01096264986949664,0.004340829458178419,0.004140429862983334,0.002258930680782334,0.0009186493116394231 +375,Default,0.0009860462236173965,0.05510817246874544,0.021798905279941744,0.008813207648292654,0.004101409638416987,0.0022604944556252615,0.00130241179055427,0.006552713192667392,0.0045272090827043285,0.0508717197280832,0.022957043166997353,0.0066007904673087035,0.005086735517321547,0.002118910514484318,0.0008256596870807474 +376,Default,0.0020723297879675527,0.028895042935216185,0.006357358320479661,0.0027705031265982116,0.0038198701633551753,0.004068208267282403,0.002904342947823362,-0.001297705140684191,0.0011206806105313134,0.01751860286114997,0.008676959852573362,0.00035728617689640975,0.0031710327971268054,0.002316076749726781,0.0014632353820151344 +377,Default,0.0017485043833985997,0.06780593076539634,0.015133399663429744,0.019586935644416714,0.006139599247201138,0.00024103763963698733,0.0012219201362070088,0.019345898004779725,0.006055290188070171,0.05803020379580659,0.01650060031416386,0.01632983684041245,0.00511971251977173,0.0006582540876634013,0.0009759364460227324 +378,Default,0.005068761275153804,0.021779889939720333,0.00893564993428484,0.011851280454026059,0.004631710856873331,0.01022618360967804,0.004016629292411933,0.0016250968443480174,0.0032155845657573416,0.014298509552951155,0.009142604369949297,0.00797376932513596,0.0049810986980328015,0.006724901085092316,0.002944493822612431 +379,Default,-0.0020598542410162858,0.05067714647899901,0.011150179760200787,0.01661875188643962,0.007777207664296752,0.009592290620416933,0.006606613897186003,0.007026461266022688,0.002173611267556394,0.040597820693837904,0.01061989800456335,0.013968425670945073,0.00800593596428779,0.007990007292640943,0.004732698083069689 +380,Default,0.004702855660494829,0.012193383195189877,0.002683706777249859,0.009391325371753889,0.0017668329930559457,0.009423894774682973,0.002898463321517002,-3.25694029290835e-05,0.0023146343267651764,0.0036175146830409455,0.0038612541412265423,0.004049398452942698,0.0015580457546944878,0.005951440644655826,0.0019163073745118398 +381,Default,0.001062182098177963,0.02288203049089006,0.00876331159141368,0.005640846121440402,0.005633517683408332,0.0009148042906992337,0.0016199543824937015,0.004726041830741168,0.005774757684031166,0.015410727161701377,0.011022313538091941,0.003296665477336913,0.0055607930456764475,0.0009979046204117604,0.0010219155749927591 +382,Default,0.0028689767609592362,0.028338787168542302,0.011078901722789464,0.003919573484965655,0.0038265650913968346,0.0005089576957132858,0.0009380874212116375,0.0034106157892523693,0.0033666841863480863,0.014299593228355745,0.012110663561357081,0.0027449137240307397,0.0032533731569318438,0.0010215978241684854,0.0007512896869376157 +383,Default,0.00044148480855815036,0.03846133850344639,0.011959410616549097,0.003987744505794533,0.0043462065688937125,0.0012781762118230012,0.0009609300380145363,0.0027095682939715315,0.003916192837898481,0.028966282220544138,0.011778905207437585,0.0012008033853678323,0.005133668865574888,0.0014378153041168184,0.0004566238479977033 +384,Default,-0.000637147202394793,0.033774710707081955,0.014610014760977133,0.006223549893577496,0.006651435565883989,0.002673038578391562,0.0025601278026042874,0.0035505113151859335,0.0050454802207540094,0.02516275214837562,0.01174085050616519,0.004020831962032245,0.0072046002349547495,0.0022864649428074426,0.001995707643163475 +385,Default,-0.005692866247841994,0.1052047219332305,0.022062917715886202,0.009392682346781788,0.006953870414515117,0.006042516158390821,0.003279258842004211,0.0033501661883909685,0.0051587600611990156,0.10511537340792207,0.01800838599835846,0.014328214816855978,0.0030544221560068418,0.004883439491607455,0.0017606687003069543 +386,Default,-0.009050865641884545,0.10477655741238667,0.017161899578692158,0.0015234964803488849,0.004180052047192022,0.0049268550819232095,0.0024167040934598358,-0.0034033586015743246,0.0021162837561389237,0.09475312438626922,0.014435448649827544,0.008746188557215696,0.002988786710570707,0.004251611978323244,0.001097600063091259 +387,Default,0.0007352906439007389,0.040424809007961346,0.012754568426836569,0.004468849692475807,0.002306828279866353,0.0019276112159542168,0.0016625054852745422,0.00254123847652159,0.001356963487038515,0.041521587538731496,0.015027915428688261,0.001965480887034832,0.0025125053685403497,0.0019930771954186576,0.0014104071164154379 +388,Default,0.0011145482183814992,0.06635665930750437,0.013122736159954315,0.01064173797789103,0.007741579838540105,0.0035601043697435,0.0017653655950366888,0.007081633608147531,0.0074028102709014585,0.06452901540106873,0.01053987090035227,0.007382095075684681,0.004397074796580342,0.002717798429945817,0.0012446411616237204 +389,Default,-8.690794702601142e-18,0.009284803599690505,0.002693104161006163,-0.002443814962738311,0.003417140005786081,0.0005027058568653597,0.001355725294898025,-0.0029465208196036707,0.0021807586664654302,-0.008289733584744474,0.004234774082615477,-0.003065090619550892,0.0025479845049523287,0.0008400838857802517,0.0011866216457987369 +390,Default,-0.011490764267901351,0.11115716314641885,0.018666543690109137,-0.0023515793501815317,0.003032300905889698,0.0033588844816189846,0.0012769668286830749,-0.005710463831800516,0.0025665964111039772,0.10645364234931945,0.019540536121401664,0.0030620093073532306,0.00403318765379503,0.003217321757548075,0.0014769201523908068 +391,Default,-0.00015361658230846685,0.05581013041647811,0.013944702318230518,0.0002894342407887995,0.0015519406715786427,-0.00019845455171736416,0.0011830806769977144,0.0004878887925061637,0.0010458845197843013,0.042940063465075465,0.012532564769118114,0.0022920672767256624,0.0023271517995205404,0.00028271610629191366,0.0006962132161643682 +392,Default,-0.0006717075829529945,0.09258275568484395,0.01228249775984117,0.00298383725805651,0.0015216443945489755,-0.00032248094522806524,0.00042127102512768343,0.003306318203284575,0.0017343152556694589,0.08372359160984857,0.011421277663710323,0.006896850850086356,0.002098448811655472,7.427743148344935e-05,0.00022719711393144783 +393,Default,-0.0020472958155501727,0.0792125044177165,0.018406045998113702,0.0074733328116764145,0.004268026361132416,-6.117471340902903e-05,0.0006261991895955785,0.007534507525085443,0.004007779671202473,0.07379029003069144,0.019111294564485133,0.005669991870305147,0.004869634601238618,0.0002579804452384371,0.00030959507880115307 +394,Default,0.004864881429683851,0.05018267835705496,0.011233759510116497,0.006241896101756783,0.0023750364262090473,0.004292902267935527,0.0013859217719277965,0.0019489938338212553,0.0020760951320847663,0.042773459828786595,0.011612653374840437,0.006488271711129379,0.0027673156303004076,0.004628702420396857,0.0013049165797391095 +395,Default,-0.0010459050706524398,0.07014576187232065,0.020702448508831708,0.008475689411635345,0.005260864084193649,0.000966560884044454,0.0005966077106595462,0.0075091285275908914,0.0049458316258472815,0.06555547624023916,0.020790692626757316,0.006883938919853616,0.004269481443192989,0.0015362977084355967,0.0005058816044280102 +396,Default,-0.0022509869129312024,0.07624772043744868,0.023046786540665283,0.014267604565498337,0.0038433560604748374,0.005289585932588392,0.0027007776571921016,0.008978018632909946,0.005673523323956453,0.07834641855166964,0.02218313228573821,0.011243299459729128,0.002846428434041654,0.003048841779841527,0.0016374738216427464 +397,Default,-0.004057724692558253,0.14302056590691922,0.02187865862997461,0.011736085432053022,0.003912979199837246,0.003318261269840983,0.0018196561252149992,0.00841782416221204,0.004099469281353786,0.14263892208181178,0.02496786338670726,0.015091471924574407,0.002512400920283337,0.002871498899026803,0.001564437992450632 +398,Default,-0.003377260953435108,0.07452990211109153,0.017826733624300328,0.010942523401954674,0.003486316669574366,0.004373302510288201,0.002196529785010453,0.006569220891666472,0.0027788725720403473,0.07867167978628886,0.01873383321243218,0.007745000864298479,0.0031942740944914424,0.003640875630155449,0.002107482699760705 +399,Default,-0.0010831028684119037,0.10763494089737649,0.02473123208547604,0.01086393113890607,0.00513262620838806,0.002533945876514965,0.0019584717962795486,0.008329985262391103,0.0042779325227625675,0.10909065470350894,0.02370209496483203,0.01369813628657952,0.004198719272597898,0.002146110279781488,0.0006985717548976622 +400,Default,-0.003839807635087177,0.10501298770781162,0.026562968144400238,0.014588870264392328,0.004519124228274457,0.0032341746432935858,0.0012414965161797234,0.011354695621098743,0.005365104249372433,0.10793618028837607,0.027369733836653625,0.014661974297285173,0.004674160745515631,0.0033290060224753447,0.0009263343280176872 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_run_config.json b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_run_config.json new file mode 100644 index 00000000..b044ba7b --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_run_config.json @@ -0,0 +1,25 @@ +{ + "n_stim": 2185, + "n_parcels": 400, + "n_folds": 5, + "n_pca": 100, + "max_rank": 20, + "shared_rank": 4, + "n_shuffles": 0, + "seed": 42, + "alphas": [ + 0.1, + 1.0, + 10.0, + 100.0, + 1000.0 + ], + "alpha_cv": 3, + "brain_path": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/data/corrected_reanalysis/brain_jepa_native_1patch.npy", + "output_dir": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn/study1/results/corrected_reanalysis/cortical_transformation", + "save_predictions": false, + "smoke": false, + "skip_brain_figure": false, + "schaefer_atlas": "/global/homes/s/sjmoon/nilearn_data/schaefer_2018/Schaefer2018_400Parcels_7Networks_order_FSLMNI152_2mm.nii.gz", + "root": "/pscratch/sd/s/sjmoon/EmoBrain/archive/v5_direction_split_20260628/dir3_ccn" +} \ No newline at end of file diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_shared_rank_group_summary.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_shared_rank_group_summary.csv new file mode 100644 index 00000000..dea09da6 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/corrected_cortical_shared_rank_group_summary.csv @@ -0,0 +1,21 @@ +component,heldout_correlation_mean,ci_low_over_subject_folds,ci_high_over_subject_folds,group_null_empirical_p,positive_subject_fold_fraction +1,0.6797900033393628,0.6728363301521196,0.686743676526606,,1.0 +2,0.6193479235151665,0.6071391224587384,0.6315567245715947,,1.0 +3,0.5639981677723841,0.5523423693047554,0.5756539662400127,,1.0 +4,0.4567939247328278,0.4428000872195096,0.47078776224614605,,1.0 +5,0.35888076631098714,0.34205663997646024,0.37570489264551404,,1.0 +6,0.3801784198746384,0.36646648596929254,0.39389035377998427,,1.0 +7,0.2579222503765267,0.23824842721216724,0.2775960735408862,,1.0 +8,0.23945387374051846,0.22146480910685268,0.25744293837418425,,1.0 +9,0.21186716999077265,0.1957137602734281,0.2280205797081172,,1.0 +10,0.15281762987125722,0.1356876364316382,0.16994762331087623,,1.0 +11,0.16738184353197766,0.14091867677960937,0.19384501028434595,,1.0 +12,0.13147100431453215,0.11165059449548552,0.15129141413357877,,1.0 +13,0.1480568303843938,0.13205511050182533,0.16405855026696226,,1.0 +14,0.10480289299000116,0.08825023981759707,0.12135554616240525,,1.0 +15,0.09689929913483306,0.07469579602053221,0.1191028022491339,,0.96 +16,0.10220511497214904,0.08463983104989745,0.11977039889440064,,1.0 +17,0.08880646042087269,0.06719755940872522,0.11041536143302015,,0.92 +18,0.07363285739651003,0.05468624196033199,0.09257947283268807,,1.0 +19,0.08084307895392136,0.05909904745959878,0.10258711044824394,,0.88 +20,0.055116651018553044,0.03320217822027323,0.07703112381683286,,0.88 diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/shared_alignment_pc_metrics.csv b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/shared_alignment_pc_metrics.csv new file mode 100644 index 00000000..326cd089 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_POSTER_HANDOFF/source_tables/shared_alignment_pc_metrics.csv @@ -0,0 +1,101 @@ +pc,cumulative_video_variance,seq_r2_raw,seq_r2_clipped,seq_pearson_r,seq_spearman_r,seq_p_raw,seq_q_raw,seq_p_clip,seq_q_clip,shuf_r2_raw,shuf_r2_clipped,shuf_pearson_r,shuf_spearman_r,shuf_p_raw,shuf_q_raw,shuf_p_clip,shuf_q_clip,confirmed_shared_seq,confirmed_shared_shuf +1,0.1702556972223153,0.29358884877130914,0.29358884877130914,0.583504974217807,0.5949468578704104,0.000999000999000999,0.007135721421435708,0.000999000999000999,0.024975024975024976,0.29382560988823164,0.29382560988823164,0.5850559577825266,0.5974189298103112,0.000999000999000999,0.005876476464711759,0.000999000999000999,0.024975024975024976,True,True +2,0.22558251741989488,0.10981277447804214,0.10981277447804214,0.438477720884774,0.44293693166967585,0.000999000999000999,0.007135721421435708,0.000999000999000999,0.024975024975024976,0.1073734796427134,0.1073734796427134,0.43359737901183565,0.4272645852245604,0.000999000999000999,0.005876476464711759,0.000999000999000999,0.024975024975024976,True,True +3,0.27615631983349764,0.22248113476031905,0.22248113476031905,0.5393699912422162,0.5518671385637214,0.000999000999000999,0.007135721421435708,0.000999000999000999,0.024975024975024976,0.21386411687611,0.21386411687611,0.5320827939493209,0.5469415249710236,0.000999000999000999,0.005876476464711759,0.000999000999000999,0.024975024975024976,True,True +4,0.31266820081339297,0.04948508272124823,0.04948508272124823,0.385158183459239,0.3836088695467505,0.000999000999000999,0.007135721421435708,0.000999000999000999,0.024975024975024976,0.033629072528796725,0.033629072528796725,0.36939277786088676,0.3743736706857014,0.000999000999000999,0.005876476464711759,0.000999000999000999,0.024975024975024976,True,True +5,0.3480792146314639,-0.04434735080609664,0.0,0.30525207124508524,0.300147698432471,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.025080139237020616,0.0,0.3226567057201195,0.3164353542336149,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +6,0.3769556281078924,-0.1537515119798396,0.0,0.20812255676096938,0.21707533834587212,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.11752080277530666,0.0,0.2389843017347157,0.24461569346321294,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +7,0.4046412338049981,-0.23226606730536653,0.0,0.10451577606792664,0.12527586192079945,0.008991008991008992,0.04495504495504496,1.0,1.0,-0.22603908830633154,0.0,0.12630157825570398,0.1413365201406178,0.001998001998001998,0.0111000111000111,1.0,1.0,False,False +8,0.42971446600669033,-0.162019053085046,0.0,0.1660247627224975,0.16851840910447544,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.1717392334036329,0.0,0.16183817381617188,0.15797665571496794,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +9,0.4510281204710233,-0.11202650538598072,0.0,0.23906805737504108,0.23983108132763709,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.1531097576518607,0.0,0.22160559810847671,0.22063143170987645,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +10,0.4698025427023129,-0.09735958103328932,0.0,0.26715228377268757,0.2571939878442361,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.08365206130769845,0.0,0.27784794362454934,0.2721272694002114,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +11,0.4867767857012011,-0.16393987787232334,0.0,0.18980628080256648,0.1985433817919246,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.14869669863512583,0.0,0.19270639506211562,0.19897449722542185,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +12,0.5033351853523869,-0.16319172000942048,0.0,0.1934699762019371,0.2010473228085914,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.17775167170787887,0.0,0.18897758292530453,0.20090832812325898,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +13,0.5190436153542181,-0.21992627035406076,0.0,0.1232214731497293,0.11746236571563477,0.003996003996003996,0.023505905858847036,1.0,1.0,-0.19379408155990233,0.0,0.13932916088135724,0.14857455836304864,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +14,0.5333019705573562,-0.17762304523693206,0.0,0.15836912612986817,0.14724404906801816,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.17819990016536863,0.0,0.16548510525051888,0.16250502282138235,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +15,0.5470830577118077,-0.22083101262837407,0.0,0.14906626343982354,0.17166619946912362,0.001998001998001998,0.01332001332001332,1.0,1.0,-0.20248181344425392,0.0,0.16135034252436523,0.18021770285743743,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +16,0.5595756617545425,-0.2300892377902007,0.0,0.08291813923218531,0.08915703076880717,0.003996003996003996,0.023505905858847036,1.0,1.0,-0.21066083617367556,0.0,0.11296981052671508,0.1039160717284507,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +17,0.5718196467213602,-0.24826098579596173,0.0,0.08870443156839963,0.09540787296840772,1.0,1.0,1.0,1.0,-0.2727831887945724,0.0,0.07177752790966466,0.08698197543375026,1.0,1.0,1.0,1.0,False,False +18,0.583519580794486,-0.2371131005797879,0.0,0.09070571854838443,0.07421806422647918,1.0,1.0,1.0,1.0,-0.30085581891697905,0.0,0.07468455926336005,0.05844032919458297,1.0,1.0,1.0,1.0,False,False +19,0.5945082328073852,-0.2831208985844618,0.0,0.05631428551145423,0.05091357758000873,1.0,1.0,1.0,1.0,-0.2534112562405176,0.0,0.0632020966675671,0.06161091473824067,1.0,1.0,1.0,1.0,False,False +20,0.6046403832436532,-0.24545907998335617,0.0,0.07780914733343589,0.08384661221478441,1.0,1.0,1.0,1.0,-0.24155602583030125,0.0,0.05761964310902604,0.07083539758747787,1.0,1.0,1.0,1.0,False,False +21,0.6145394556602078,-0.20811362601997402,0.0,0.11428701629728541,0.11840795209681935,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.2301678769078553,0.0,0.10359664819291473,0.1073660598689172,0.003996003996003996,0.01998001998001998,1.0,1.0,False,False +22,0.623998569115285,-0.3549472933238332,0.0,0.02076456608445836,0.047614631113370526,1.0,1.0,1.0,1.0,-0.34064585511603845,0.0,0.04194299937732664,0.06857158818303798,1.0,1.0,1.0,1.0,False,False +23,0.6328489721861118,-0.25496731531123107,0.0,0.0806543108408997,0.08671026750611042,1.0,1.0,1.0,1.0,-0.29887638380116,0.0,0.04951215341928956,0.06432576637716657,1.0,1.0,1.0,1.0,False,False +24,0.641496535051491,-0.3333728392787321,0.0,0.06722415313905863,0.08653920013274992,1.0,1.0,1.0,1.0,-0.2775942534314325,0.0,0.07131521959765678,0.08323496899451452,1.0,1.0,1.0,1.0,False,False +25,0.649943305321515,-0.23913769055004153,0.0,0.07365819806071552,0.07056578155694285,0.006993006993006993,0.0368052999631947,1.0,1.0,-0.21327111838470186,0.0,0.09578109873143739,0.10366084245136155,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +26,0.6580721914659383,-0.3127606100190102,0.0,0.017401966321314306,0.02009931836832726,1.0,1.0,1.0,1.0,-0.32275975653916,0.0,0.014869195463155547,0.013967095419652182,1.0,1.0,1.0,1.0,False,False +27,0.6660428143393761,-0.24282276387284404,0.0,0.09713597825669486,0.10297831630136871,1.0,1.0,1.0,1.0,-0.2459314141958023,0.0,0.09242909981787552,0.1036466995704404,1.0,1.0,1.0,1.0,False,False +28,0.6735790094527678,-0.362609378165459,0.0,0.02528166903186526,0.04183414251622242,1.0,1.0,1.0,1.0,-0.31459853182483866,0.0,0.027657596299484635,0.05756169962581358,1.0,1.0,1.0,1.0,False,False +29,0.6810033123794801,-0.20064812146323727,0.0,0.12151550277910439,0.12584075063684727,0.000999000999000999,0.007135721421435708,1.0,1.0,-0.20505241401094149,0.0,0.1095780951702437,0.10895282619809638,0.000999000999000999,0.005876476464711759,1.0,1.0,False,False +30,0.6881346341344191,-0.1961875647943462,0.0,0.11260831115730519,0.12710687926813458,1.0,1.0,1.0,1.0,-0.2584847433868215,0.0,0.08901875620786884,0.09755978572114155,1.0,1.0,1.0,1.0,False,False +31,0.6947781908316782,-0.3075499986020517,0.0,0.0527646478230316,0.06784708029818674,1.0,1.0,1.0,1.0,-0.31071904985269644,0.0,0.057794291211010713,0.07309820101775326,1.0,1.0,1.0,1.0,False,False +32,0.7013294781374557,-0.26217313953989935,0.0,0.07082957617851693,0.08483496313835298,1.0,1.0,1.0,1.0,-0.3117591468684268,0.0,0.052284603269942685,0.07118021493197091,1.0,1.0,1.0,1.0,False,False +33,0.7075906184705625,-0.20792250046148036,0.0,0.10946184620465273,0.10884236632367043,1.0,1.0,1.0,1.0,-0.26065736484085217,0.0,0.08273359074638915,0.09033884680155102,1.0,1.0,1.0,1.0,False,False +34,0.7135085824562863,-0.31123102668366476,0.0,0.02534587262724649,0.04287107871346166,1.0,1.0,1.0,1.0,-0.29623794689756855,0.0,0.036121745512929807,0.0432739923600898,1.0,1.0,1.0,1.0,False,False +35,0.7192583173495697,-0.2506208363037453,0.0,0.10667329261515976,0.11106739827116527,1.0,1.0,1.0,1.0,-0.2571860161986383,0.0,0.10536453776920357,0.10789892820662539,1.0,1.0,1.0,1.0,False,False +36,0.7248672460063543,-0.33974823399870047,0.0,0.02586094609562067,0.04227643927491007,1.0,1.0,1.0,1.0,-0.3238349985913164,0.0,0.02769929955741245,0.028731075373092527,1.0,1.0,1.0,1.0,False,False +37,0.7301894131819062,-0.3068047262365074,0.0,0.028805562737004246,0.0376869291853146,1.0,1.0,1.0,1.0,-0.26633104396734103,0.0,0.044671819817951784,0.0462603350871701,1.0,1.0,1.0,1.0,False,False +38,0.735154690256588,-0.31749468770843003,0.0,0.023005060648438404,0.03990429352755673,1.0,1.0,1.0,1.0,-0.2917126521192531,0.0,0.043840504672349664,0.06626697096785047,1.0,1.0,1.0,1.0,False,False +39,0.7400540333940708,-0.24008878420332377,0.0,0.08178733396153957,0.08530489744111079,1.0,1.0,1.0,1.0,-0.32834372070875956,0.0,0.029794870781374487,0.046600342851352325,1.0,1.0,1.0,1.0,False,False +40,0.7449179498802242,-0.3128564695754984,0.0,0.026819898135838363,0.04543528674086857,1.0,1.0,1.0,1.0,-0.330411011932992,0.0,0.013717771418200842,0.020593532947665267,1.0,1.0,1.0,1.0,False,False +41,0.7496525957479213,-0.28793958580107215,0.0,0.04204130689866321,0.04555467785827514,1.0,1.0,1.0,1.0,-0.24095103148004063,0.0,0.07968560715661908,0.08651776580844203,1.0,1.0,1.0,1.0,False,False +42,0.7542850059463353,-0.2226080160933423,0.0,0.10646424187544007,0.10699286758019241,0.004995004995004995,0.027750027750027752,1.0,1.0,-0.22253579720044586,0.0,0.0976818852101593,0.09985824860610595,0.002997002997002997,0.0157736999842263,1.0,1.0,False,False +43,0.7587422149690387,-0.3046017175690541,0.0,0.022064165011729437,0.031254804574525265,1.0,1.0,1.0,1.0,-0.33324570089387306,0.0,0.011171934025390403,0.023067324642368985,1.0,1.0,1.0,1.0,False,False +44,0.7629917468325188,-0.2919315725646125,0.0,0.026488967442062996,0.020115951164719027,1.0,1.0,1.0,1.0,-0.29310010907637596,0.0,0.02945294050185137,0.0326918878456475,1.0,1.0,1.0,1.0,False,False +45,0.767196798838155,-0.2780111525624747,0.0,0.07248386090613494,0.06818963376943134,1.0,1.0,1.0,1.0,-0.26845959757285204,0.0,0.07068519720950163,0.06469900349835625,1.0,1.0,1.0,1.0,False,False +46,0.7713802092714278,-0.3185967502443804,0.0,0.025223652388687685,0.0473991122206677,1.0,1.0,1.0,1.0,-0.3703954676626166,0.0,-0.009851539726186782,0.004417806001883839,1.0,1.0,1.0,1.0,False,False +47,0.7753806940902457,-0.2728957801395661,0.0,0.04881329337027237,0.049343838583683935,1.0,1.0,1.0,1.0,-0.2663594576114634,0.0,0.045183151332711835,0.05039676453608229,1.0,1.0,1.0,1.0,False,False +48,0.779187080318749,-0.2780278573340124,0.0,0.08176219638996275,0.06718846976040668,1.0,1.0,1.0,1.0,-0.2688372084634038,0.0,0.07264039020824634,0.05931696234464166,1.0,1.0,1.0,1.0,False,False +49,0.7829738616447378,-0.3192251307012587,0.0,0.02308579887875627,0.023076150066943135,1.0,1.0,1.0,1.0,-0.3303437174577538,0.0,0.0003564725071268376,0.01412701252705893,1.0,1.0,1.0,1.0,False,False +50,0.7866182109599611,-0.2409156421471219,0.0,0.060052990461886814,0.049921519679030094,1.0,1.0,1.0,1.0,-0.24198517755228668,0.0,0.0482231069435098,0.028816081627920948,1.0,1.0,1.0,1.0,False,False +51,0.7902127961802049,-0.38336754458158484,0.0,-0.016888109819340365,-0.014101190222819068,1.0,1.0,1.0,1.0,-0.33223929738678853,0.0,0.00650234564508458,0.00030245887259761593,1.0,1.0,1.0,1.0,False,False +52,0.7937563661388349,-0.2753932270978311,0.0,0.07800567130494253,0.08639096244866191,1.0,1.0,1.0,1.0,-0.28999178489592764,0.0,0.07292065045479307,0.08507629225670364,1.0,1.0,1.0,1.0,False,False +53,0.79714165146782,-0.3053602357442504,0.0,0.009629095638643071,-0.006039931577341431,1.0,1.0,1.0,1.0,-0.37192963877164076,0.0,-0.008103448918246717,-0.004177090015871289,1.0,1.0,1.0,1.0,False,False +54,0.8004895687443092,-0.2939287185587346,0.0,0.027900991320461886,0.04123249231775592,1.0,1.0,1.0,1.0,-0.2723384707490686,0.0,0.0408690869844052,0.057897394757471236,1.0,1.0,1.0,1.0,False,False +55,0.8037584900055439,-0.3305521294666635,0.0,-0.002233497887290735,0.008352637422989457,1.0,1.0,1.0,1.0,-0.29799134093049273,0.0,0.019978471659908303,0.02659247207842999,1.0,1.0,1.0,1.0,False,False +56,0.8069221902779936,-0.2732819197840639,0.0,0.04320540246782874,0.06682480693649681,1.0,1.0,1.0,1.0,-0.3365832669823037,0.0,-0.002296490455984551,0.007239451374970075,1.0,1.0,1.0,1.0,False,False +57,0.8100135518128492,-0.3354430391592863,0.0,0.037407955000098525,0.05398724565158657,1.0,1.0,1.0,1.0,-0.35225244458142524,0.0,0.024348003040283544,0.0366949788413221,1.0,1.0,1.0,1.0,False,False +58,0.8130495461102488,-0.2700894649112053,0.0,0.08977077026680622,0.10474329020818621,1.0,1.0,1.0,1.0,-0.2345352337205647,0.0,0.09650258660176873,0.11059592998722007,1.0,1.0,1.0,1.0,False,False +59,0.8160217847631844,-0.3887010861066318,0.0,-0.03164463264225281,-0.02707084356530395,1.0,1.0,1.0,1.0,-0.34903655547522533,0.0,-0.01754194586981273,-0.003202142303254985,1.0,1.0,1.0,1.0,False,False +60,0.8188878726755899,-0.3243659151320869,0.0,0.010257128277258045,0.02589844020677517,1.0,1.0,1.0,1.0,-0.3067658910692011,0.0,0.012802537709190683,0.031237639744913278,1.0,1.0,1.0,1.0,False,False +61,0.8216637482803485,-0.3461923302466862,0.0,0.030509581739457448,0.04271806020761528,1.0,1.0,1.0,1.0,-0.33647684415985507,0.0,0.027390579606066407,0.03838224023738215,1.0,1.0,1.0,1.0,False,False +62,0.8243989270182293,-0.2971232696310203,0.0,0.03144989465803436,0.02085581439106245,1.0,1.0,1.0,1.0,-0.28551267097252525,0.0,0.040491738295910684,0.030285742012081195,1.0,1.0,1.0,1.0,False,False +63,0.8270831644998482,-0.34466288169325743,0.0,0.0001338023665662812,0.004239750300279333,1.0,1.0,1.0,1.0,-0.3592631250122551,0.0,0.011623293945621846,0.01986924879842964,1.0,1.0,1.0,1.0,False,False +64,0.8296960254221141,-0.25152230281992377,0.0,0.06407516820571589,0.07913786341504381,1.0,1.0,1.0,1.0,-0.28606568580233743,0.0,0.051327848051359266,0.05536285349066149,1.0,1.0,1.0,1.0,False,False +65,0.8322487635091033,-0.31952729127351887,0.0,0.023150674087022677,0.02655711976508109,1.0,1.0,1.0,1.0,-0.3237938959932386,0.0,0.022169131838720067,0.028282550662287503,1.0,1.0,1.0,1.0,False,False +66,0.8347489115667793,-0.3007478654448506,0.0,0.030710326529957734,0.032742533957186355,1.0,1.0,1.0,1.0,-0.30817226013286214,0.0,0.013779792120733747,0.02572434858403961,1.0,1.0,1.0,1.0,False,False +67,0.837177027522483,-0.2929136801829999,0.0,0.0365709733679236,0.043001914022294495,1.0,1.0,1.0,1.0,-0.2641761712999145,0.0,0.059997809531332644,0.05166257394743747,1.0,1.0,1.0,1.0,False,False +68,0.8395629323076154,-0.23453733168588223,0.0,0.09076224095652809,0.07648602981691835,1.0,1.0,1.0,1.0,-0.24645939524187988,0.0,0.06793949942651747,0.0573667039864772,1.0,1.0,1.0,1.0,False,False +69,0.8417894629994614,-0.2585183102295644,0.0,0.05235121477710628,0.05899743009462883,1.0,1.0,1.0,1.0,-0.24890615005209732,0.0,0.06222071675848562,0.06689097979050042,1.0,1.0,1.0,1.0,False,False +70,0.8439624307044956,-0.3195252799070355,0.0,0.04493274732143267,0.03807961399000931,1.0,1.0,1.0,1.0,-0.3605038658272769,0.0,0.054519954437699344,0.0579201583020731,1.0,1.0,1.0,1.0,False,False +71,0.8461049993550558,-0.3259222103578992,0.0,0.0074919850296649585,0.011001921863026235,1.0,1.0,1.0,1.0,-0.3532994847305628,0.0,0.015045063657407966,0.025377146580377884,1.0,1.0,1.0,1.0,False,False +72,0.848234980306675,-0.320593482454426,0.0,0.001209224487281445,0.00829662093936713,1.0,1.0,1.0,1.0,-0.29622121517106154,0.0,0.022118663680503716,0.016368447202526,1.0,1.0,1.0,1.0,False,False +73,0.8503306900262754,-0.2852079531511037,0.0,0.04318609367687717,0.04410262691094768,1.0,1.0,1.0,1.0,-0.25282220438902964,0.0,0.06556061753114197,0.05899365927323231,1.0,1.0,1.0,1.0,False,False +74,0.8523678807679114,-0.2889514847299123,0.0,0.04640195111815701,0.052984971562437574,1.0,1.0,1.0,1.0,-0.3040959201296642,0.0,0.012692127138839472,0.017460385856828384,1.0,1.0,1.0,1.0,False,False +75,0.8543411072413429,-0.2969315451067144,0.0,0.03746119269808539,0.030774233633560355,1.0,1.0,1.0,1.0,-0.2922414004716239,0.0,0.05294465514841456,0.04045903737664425,1.0,1.0,1.0,1.0,False,False +76,0.8562547684056753,-0.33308562217083093,0.0,-0.022184894262492694,-0.009599890665965383,1.0,1.0,1.0,1.0,-0.3240142307310031,0.0,0.006433665088551678,0.02577248752497636,1.0,1.0,1.0,1.0,False,False +77,0.8581531568240965,-0.3548323647850156,0.0,-0.0039223603719839755,0.011776631827366588,1.0,1.0,1.0,1.0,-0.29212688335176995,0.0,0.026428132268345027,0.03836674225346984,1.0,1.0,1.0,1.0,False,False +78,0.8599915539887556,-0.3082495711792285,0.0,0.027621350197154386,0.029203584141465164,1.0,1.0,1.0,1.0,-0.31046023715420096,0.0,0.012741022324489737,0.012823268284345345,1.0,1.0,1.0,1.0,False,False +79,0.8617847216346376,-0.3432471463386198,0.0,-0.01935838851522295,-0.008869008735550356,1.0,1.0,1.0,1.0,-0.3777947733132886,0.0,0.0020957912327369634,0.00998996016790079,1.0,1.0,1.0,1.0,False,False +80,0.8635692430798597,-0.3031701415111264,0.0,0.026593934428193827,0.03367424951308398,1.0,1.0,1.0,1.0,-0.30541761467380735,0.0,0.026237717083142712,0.03264857861600827,1.0,1.0,1.0,1.0,False,False +81,0.8652743773548848,-0.35403472231391786,0.0,0.01198123793249578,-0.0013283305043693878,1.0,1.0,1.0,1.0,-0.37998178563833745,0.0,-0.02283008259279938,-0.029650460987215122,1.0,1.0,1.0,1.0,False,False +82,0.8669539759916403,-0.2386557877444293,0.0,0.07960020153924499,0.07490540628366438,1.0,1.0,1.0,1.0,-0.3092729427745483,0.0,0.030361993703904935,0.04183519910543922,1.0,1.0,1.0,1.0,False,False +83,0.868596227856004,-0.28700413776907213,0.0,0.03572793442709789,0.024543892830826385,1.0,1.0,1.0,1.0,-0.2754375996810251,0.0,0.038521709086669464,0.0350161264459968,1.0,1.0,1.0,1.0,False,False +84,0.870189256198403,-0.27775230603993506,0.0,0.028912456394199385,0.03691836492363163,1.0,1.0,1.0,1.0,-0.31226166620074225,0.0,0.02356966828380846,0.025799144402408155,1.0,1.0,1.0,1.0,False,False +85,0.8717555708961462,-0.38179890587521004,0.0,-0.058651013006886285,-0.0525231402694165,1.0,1.0,1.0,1.0,-0.38402663096523265,0.0,-0.0566912850915664,-0.04246138034914083,1.0,1.0,1.0,1.0,False,False +86,0.8732972659179207,-0.35110524542730376,0.0,-0.002299570100441307,0.007859856750998734,1.0,1.0,1.0,1.0,-0.3347633970658092,0.0,0.0006181779233478423,0.028852138525804736,1.0,1.0,1.0,1.0,False,False +87,0.8748361810761145,-0.26745138756911013,0.0,0.04286945769251191,0.029888700861862207,1.0,1.0,1.0,1.0,-0.255535907161515,0.0,0.04864371276724689,0.04409219158260769,1.0,1.0,1.0,1.0,False,False +88,0.8763339606921451,-0.3041963644366644,0.0,0.024541052507325155,0.035204484036257956,1.0,1.0,1.0,1.0,-0.32001329564098746,0.0,0.02090251906529255,0.03410228720629864,1.0,1.0,1.0,1.0,False,False +89,0.8778232241428339,-0.28536097917266634,0.0,0.026894284197858657,0.022169170892345068,1.0,1.0,1.0,1.0,-0.29002825250769676,0.0,0.01744925310879688,0.015865644175008388,1.0,1.0,1.0,1.0,False,False +90,0.8792731208189887,-0.2309695683229842,0.0,0.08084599613274399,0.07456081038002517,1.0,1.0,1.0,1.0,-0.2664291526092654,0.0,0.05978317657132612,0.05802266586157711,1.0,1.0,1.0,1.0,False,False +91,0.8807053269277925,-0.2735330613892287,0.0,0.038578714710689986,0.036964320515266796,1.0,1.0,1.0,1.0,-0.3024252148527581,0.0,0.02066048176740997,0.018813239929209243,1.0,1.0,1.0,1.0,False,False +92,0.8820963360660213,-0.3331122438661595,0.0,-0.009812549528781463,-0.0041741871275875475,1.0,1.0,1.0,1.0,-0.30901816239963453,0.0,0.018368560143204263,0.015176089434798121,1.0,1.0,1.0,1.0,False,False +93,0.8834741992969547,-0.3605222400542364,0.0,-0.007661198569442617,-0.0004832903496840593,1.0,1.0,1.0,1.0,-0.32433366899458493,0.0,0.01933767483408283,0.033645614047244005,1.0,1.0,1.0,1.0,False,False +94,0.8848439137203221,-0.3235149768494248,0.0,0.005806895501250431,0.010983521566001235,1.0,1.0,1.0,1.0,-0.3150937572486963,0.0,0.000769724766560338,0.008462817764285648,1.0,1.0,1.0,1.0,False,False +95,0.8861899101710053,-0.3052049112893318,0.0,0.0047747338476368814,0.014919870863504874,1.0,1.0,1.0,1.0,-0.29993271581732267,0.0,0.026180835577351076,0.032463676078237795,1.0,1.0,1.0,1.0,False,False +96,0.8875242148292347,-0.29402114564592136,0.0,0.05119363399444822,0.06149413948569792,1.0,1.0,1.0,1.0,-0.27802520709637984,0.0,0.06816822736515449,0.07328484517345978,1.0,1.0,1.0,1.0,False,False +97,0.8888371327854304,-0.30034887554713335,0.0,0.021023835677971604,0.028479018739509032,1.0,1.0,1.0,1.0,-0.298437203098468,0.0,0.015036998614877164,0.016618766244370798,1.0,1.0,1.0,1.0,False,False +98,0.8901048847846925,-0.35008342930419467,0.0,-0.012333015908293605,-0.026200803025807625,1.0,1.0,1.0,1.0,-0.25885042174518874,0.0,0.053934766457539966,0.03835988448905394,1.0,1.0,1.0,1.0,False,False +99,0.891352589113913,-0.3255792031665473,0.0,0.04734305842687873,0.06817452115012179,1.0,1.0,1.0,1.0,-0.36536026949393524,0.0,0.01293889160056648,0.041138499590459655,1.0,1.0,1.0,1.0,False,False +100,0.8925903716036853,-0.2616177461409442,0.0,0.06503124988633066,0.059655567841806686,1.0,1.0,1.0,1.0,-0.3043227474361263,0.0,0.03227350703581413,0.03346989123941379,1.0,1.0,1.0,1.0,False,False diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_REPRO_INPUTS_20260722.tar.gz.sha256 b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_REPRO_INPUTS_20260722.tar.gz.sha256 new file mode 100644 index 00000000..af962ffc --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/CCN_REPRO_INPUTS_20260722.tar.gz.sha256 @@ -0,0 +1 @@ +6371d65ea7257137a547040ab83416f458bf3276d19209e8e1f34c17d5d23bd1 study1/results/poster_export/CCN_REPRO_INPUTS_20260722.tar.gz diff --git a/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/TRANSFER_MANIFEST.md b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/TRANSFER_MANIFEST.md new file mode 100644 index 00000000..7f112172 --- /dev/null +++ b/archive/v5_direction_split_20260628/dir3_ccn/study1/results/poster_export/TRANSFER_MANIFEST.md @@ -0,0 +1,43 @@ +# CCN Minimal Reproduction Inputs + +This manifest accompanies `CCN_REPRO_INPUTS_20260722.tar.gz`. The archive is +for transfer to another analysis server and must not be committed to GitHub. + +## Included Inputs + +| Relative path | Purpose | +|---|---| +| `data/raw/raw_fmri/fmri_raw.npy` | Five-subject raw parcel BOLD targets | +| `data/raw/video_embeddings/emovis_vjepa2_pretrained.npy` | Dereferenced pretrained V-JEPA2 embeddings | +| `data/raw/feature/vision.mat` | Visual control features | +| `data/raw/feature/semantic.mat` | Semantic control features | +| `data/raw/feature/categcontinuous.mat` | Continuous 34D affective profiles | +| `data/raw/feature/dimension.mat` | Arousal-valence and other dimensions | +| `study1/data/corrected_reanalysis/brain_jepa_native_1patch.npy` | Corrected frozen Brain-JEPA embeddings | +| `study1/data/corrected_reanalysis/brain_jepa_native_1patch.json` | Embedding provenance and hashes | +| `study2_thesis/results/ch1d_principal_gradient.npz` | Principal cortical gradient | +| `resources/Schaefer2018_400Parcels_7Networks_order_FSLMNI152_2mm.nii.gz` | Schaefer 400/Yeo 7 atlas | + +The video embedding is a symlink in the original CCN tree. The transfer archive +contains the 12.3 MB target file under the expected CCN-relative filename. + +## Restore + +Extract the archive at the CCN project root: + +```bash +tar -xzf CCN_REPRO_INPUTS_20260722.tar.gz +``` + +Move or point `--schaefer-atlas` to the included file under `resources/` when +regenerating brain figures. Analysis code, exact commands, results, and figure +captions are contained in `CCN_POSTER_HANDOFF_20260722.zip` and the GitHub CCN +subproject. + +## Not Included + +- Model checkpoints or original Brain-JEPA repository. +- Per-subject pre-stack embedding NPZ files, because the validated stacked NPY + and its provenance JSON are sufficient for all current CCN analyses. +- Full generated result arrays, because the poster handoff includes the confirmed + shared-alignment NPZ and all key result tables.