diff --git a/notes/venue-retrieval-p3-20260909.md b/notes/venue-retrieval-p3-20260909.md new file mode 100644 index 00000000..ea9f09ad --- /dev/null +++ b/notes/venue-retrieval-p3-20260909.md @@ -0,0 +1,434 @@ +# Venue and literature retrieval for the P3 draft ("Test the ray, not the ratio") + +**Date:** 2026-09-09 +**Ticket:** #695 (parent #650; manuscript ticket #579) +**Kind:** retrieval and notes only. No Monte Carlo, no rescoring, no Huawei, no edits to the +manuscript's scientific claims, no `docs/STATUS.md`. +**Method:** primary sources were fetched over the web on 2026-09-09. Each source is marked +`PRIMARY_TEXT_READ` (full text or page fetched and the quoted sentence read in it), +`ABSTRACT_ONLY` (only the abstract fetched), `[LIT]` (not fetched; known from a secondary +source's reference list), or `API_QUERY` (search-API hit counts, not full text). No quotation +below is from memory: every quoted string was read in the fetched document named beside it. + +--- + +## 1. What the draft claims (the target of this retrieval) + +§8 of `docs/manuscripts/p3-projective-inference/manuscript.md` states: + +> "The practice of testing amplitude ratios against predicted ratios is ubiquitous — it is how +> conformal-invariance predictions for aspect-ratio and boundary-condition dependence are compared +> with lattice data [6] **[LIT]**" + +and reference [6] is the draft's only marked hole: Cardy 1984–1986, "specific citation to be +fixed against the primary." The ticket asks whether primary literature actually **ratio-tests** +finite-size amplitudes (forms `Y/X` from measured amplitudes and tests it against a predicted +ratio), and whether the word "ubiquitous" survives contact with that literature. + +## 2. Q1 — papers that form a ratio of finite-size amplitudes and test it (the [6] hole) + +**Headline result: the practice is real, but it is not "ubiquitous", and the draft's sentence +must be weakened** (§6 below). The dominant framing in the crossing-probability literature is a +**full-curve comparison** of the measured probability against the conformal formula as a function +of aspect ratio; explicit ratio-of-amplitudes tests exist but are the exception, and most sit in +the universal-amplitude-ratio literature rather than the aspect-ratio literature. + +### 2.1 Ratio tests, primary text read + +**R1. Simmons, Kleban & Ziff (2007), "Percolation crossing formulae and conformal field theory", +*J. Phys. A: Math. Theor.* **40**, F771. `PRIMARY_TEXT_READ`** +(ar5iv full text of arXiv:0705.1933; venue confirmed on the IOPscience page +https://iopscience.iop.org/article/10.1088/1751-8113/40/31/F03). + +The cleanest genuine ratio test found: a measured fraction of Monte Carlo events is compared +against a predicted **ratio of two integrated conformal densities**. Verbatim, from the +numerical-verification section: + +> "The above fraction of multiple crossing events, 0.07018, is somewhat above the predicted +> value 0.069189, which is found by integrating the formulas for ν_h and π̄ᵇ_h and taking the +> ratio of the integral of the former to the sum of the integrals of the former and latter." + +and, on the finite-size extrapolation of that ratio: + +> "The data fit very well to a straight line when plotted as a function of 1/L, with an intercept +> of 0.06928, quite close to the predicted value." + +Measured `Y/(X+Y)` vs predicted ratio, extrapolated to the infinite-lattice limit — a ratio test +in exactly the sense the draft describes. It is also honest evidence for the counter-claim below, +because the same paper's main test is a full-curve comparison ("The relative difference between +the two curves is on the order of 2%…"). + +**R2. Izmailian & Yeh (2009), "Ising model with mixed boundary conditions: universal amplitude +ratios", *Nucl. Phys. B* **814**, 573. `PRIMARY_TEXT_READ`** +(ar5iv full text of arXiv:1005.1712; journal reference read on the arXiv abs page). + +Boundary-condition amplitude ratios, formed and tested against a conformal prediction. Verbatim: + +> "In this paper we present the new set of the universal amplitude ratios for the mixed boundary +> universality class. The results are in perfect agreement with a perturbated conformal field +> theory scenario proposed by Cardy [cardy86]." + +The ratios are of the form `r_s(k) = b_k/a_k` (correlation-length over free-energy first-order +amplitudes): a ratio of two finite-size amplitudes with different boundary conditions, compared +with the ratio predicted by perturbed CFT. Caveat stated honestly: these amplitudes come from +the **exact solution** (Euler–Maclaurin of exact eigenvalues), not from Monte Carlo measurement. + +**R3. Kamieniarz & Blöte (1993), "Universal ratio of magnetization moments in two-dimensional +Ising models", *J. Phys. A* **26**, 201. `ABSTRACT_ONLY`** +(IOPscience abstract page +https://iopscience.iop.org/article/10.1088/0305-4470/26/2/009/meta; full text paywalled). + +Verbatim from the abstract: + +> "The authors calculate the universal critical-point ratios of the square of the second and the +> fourth moment of the magnetization for ferromagnetic Ising models on the square and on the +> triangular lattices. … This analysis is also applied to rectangular systems with arbitrary +> aspect ratios." + +A ratio of two finite-size amplitudes from transfer-matrix finite-size data, including +aspect-ratio-dependent systems, against a universal value. Because only the abstract was read, +this citation cannot supply a verbatim `Y/X` sentence; it is included as ABSTRACT_ONLY support, +not as one of the three load-bearing quotations. + +### 2.2 Primary papers that compare with lattice data but do **not** ratio-test + +These carry the "conformal-invariance predictions … are compared with lattice data" half of the +draft's sentence — and they show that the comparison is normally a curve, not a ratio. + +**C1. Langlands, Pouliot & Saint-Aubin (1994), "Conformal invariance in two-dimensional +percolation", *Bull. Amer. Math. Soc.* **30**, 1–61. `PRIMARY_TEXT_READ`** +(PDF fetched from https://publications.ias.edu/sites/default/files/conf-invar-ps.pdf). + +Their §3.2 is literally titled "Experimental verification of Cardy's formula." Verbatim: + +> "The goal of the first experiment is twofold: to verify again Cardy's prediction for the +> function π_h(r) on M0 and to obtain values of π_hv(r, M0) suitable for comparison in other +> experiments." + +> "Figure 3.2. Comparison of 81 measured values of ln π_h/(1 − π_h) (dots) with Cardy's +> prediction (curve)." + +> "Despite the systematic error, the agreement is remarkable and we shall compare the results of +> the following experiments with π^cft instead of π̂ when the former is applicable." + +The comparison is of the measured function of aspect ratio against the predicted function; the +closest thing to a ratio is a log-odds transform of a single probability, not a ratio of two +amplitudes. + +**C2. Watts (1996), "A crossing probability for critical percolation in two dimensions", +*J. Phys. A* **29**, L363. `PRIMARY_TEXT_READ`** (arXiv HTML of cond-mat/9603167). + +Watts compares his formula for π_hv against the Langlands *et al.* Monte Carlo data. Verbatim: + +> "Comparing this function with the numerical data for π_hv presented in [2], our agreement is as +> good as that of Cardy's formula for π_h." + +> "In figure 1 we plot log(π_hv) against log(r) for both the numerical results obtained in [2] +> and for the function 𝓕(x) above. The agreement is excellent." + +Full-curve comparison again. Watts also records the historical fact that Cardy's fit to LPS's +data was so good that the numericians adopted it in place of their own data — which cuts against +any claim that ratio-testing is the routine quantitative step: + +> "In fact, this fit was so good, that Langlands et al. decided to adopt Cardy's result as π_h, +> rather than their own numerical data, in their later paper on more complicated calculations [2]." + +**C3. Ziff (1995), "On Cardy's formula for the critical crossing probability in 2D percolation", +*J. Phys. A* **28**, 6479. `ABSTRACT_ONLY`** (IOPscience page +https://iopscience.iop.org/article/10.1088/0305-4470/28/5/013; DeepBlue full text blocked by +Cloudflare, IOP full text paywalled). The abstract establishes that the paper expands Cardy's +formula as a function of aspect ratio; the full text could not be read, so it is used here +neither for nor against. + +**[LIT] Langlands, Pichet, Pouliot & Saint-Aubin (1992), "On the universality of crossing +probabilities in two-dimensional percolation", *J. Stat. Phys.* **67**, 553** — known here from +Watts (1996)'s reference list [2]; not fetched. The multi-lattice-family universality test and +the natural next primary to read if [6] is rebuilt. + +**[LIT] Pinson (1994), "Critical percolation on the torus", *J. Stat. Phys.* **75**, 1167** — +the torus-amplitudes companion to LPS. Springer's CDN blocked both PDF and HTML fetches from +this machine on 2026-09-09 (HTTP 406/403, repeated), and Semantic Scholar records +`openAccessPdf: CLOSED`. Not read; listed so the reader knows it was attempted and is the next +thing to fetch for the boundary-condition half of [6]. + +### 2.3 Verdict on the [6] hole + +The ticket asked for three primary papers that *actually ratio-test*. Honest scoring: + +| candidate | ratio of measured amplitudes vs predicted ratio? | status | +|---|---|---| +| Simmons–Kleban–Ziff 2007 | **yes**, explicitly (measured event fraction vs predicted ratio of integrated densities, extrapolated in 1/L) | PRIMARY_TEXT_READ | +| Izmailian–Yeh 2009 | **yes**, but the amplitudes are exact-solution, not simulated | PRIMARY_TEXT_READ | +| Kamieniarz–Blöte 1993 | **yes** (universal ratio from finite-size data incl. aspect ratios), but abstract only | ABSTRACT_ONLY | +| LPS 1994; Watts 1996; Ziff 1995 | no — full-curve comparisons | PRIMARY_TEXT_READ ×2, ABSTRACT_ONLY ×1 | + +Three papers can be cited — but the third only on its abstract, and two of the three are not +aspect-ratio ladder measurements in the draft's sense. What the primary reading actually shows +is that the **routine** comparison in this literature is the full curve of a probability or +amplitude against its conformal prediction as a function of aspect ratio (LPS 1994; Watts 1996), +with ratio-of-amplitudes tests appearing as secondary or special-purpose checks. The draft's +"ubiquitous" therefore does not survive, and §8 must be weakened as in §6. + +## 3. Q2 — is the projective statistic new? + +**Bottom line: the exact statistic as a *test* appears new to the FSS/percolation literature, +but narrowly, and the draft must engage four pieces of nearby prior art it does not currently +cite.** + +**Negative evidence (novelty survives):** + +- Inspire HEP API, query `Fieller confidence interval`: **0 hits**. `API_QUERY` +- arXiv metadata search, query "Fieller": 4 hits, all statistics — Owen (2025, + arXiv:2510.00389), Tang (2021, arXiv:2110.12636), von Luxburg & Franz (2009, arXiv:0711.0198), + Franz (2007, arXiv:0710.2024). None in FSS/percolation/stat-mech. `API_QUERY` / + `ABSTRACT_ONLY` +- "Fieller" + "scaling amplitude": 0 hits; "Hotelling" + "finite-size scaling": 0 hits; + "finite-size scaling" + covariance + amplitude fits: 0 hits. `API_QUERY` (arXiv search is + metadata-only, so absence is weak-but-indicative) +- Gleser–Hwang (1987): only statistics sources found; no physics citation evidence. Negative + result. +- `pyfssa` documentation, https://pyfssa.readthedocs.io/en/stable/reference/fssa.html. + `PRIMARY_TEXT_READ`. The standard FSS data-collapse tool's quality statistic is + covariance-free: "This is the reduced chi-square statistic for a data fit except that the + master curve is fitted from the data itself" — its parameters are `x, y, dy` per-point + standard errors, with no covariance input (quality function from Houdayer & Hartmann, + *Phys. Rev. B* **70**, 014418 (2004)). + +**Prior art that must be cited and distinguished:** + +**P1. Parisen Toldin (2011), "Improvement of Monte Carlo estimates with covariance-optimized +finite-size scaling at fixed phenomenological coupling", *Phys. Rev. E* **84**, 025703(R). +`PRIMARY_TEXT_READ`** (arXiv abs + HTML of arXiv:1104.2500; quotes independently re-verified +directly in this retrieval). Verbatim (abstract): + +> "Within this scheme of finite-size scaling, we exploit the statistical covariance between the +> observables in a Monte Carlo simulation in order to reduce the statistical errors of the +> quantities involved in the computation of the critical exponents." + +Verbatim (method section; the exact phrase "orthogonal projection" does not appear, but the +orthogonal/parallel decomposition does): + +> "A positive-definite scalar product <,> between two vectors δ and δB̂ can be defined by the +> covariance <δÂ, δB̂> ≡ COV[δÂ, δB̂] = E[δ δB̂] − E[δÂ] E[δB̂]" + +with δO decomposed into components "orthogonal δO⊥ and parallel δO∥ to the space 𝒱". This is the +covariance-metric geometry of the draft's statistic, already inside FSS — but it *minimizes the +variance of an error-propagated observable* (norm minimization under the covariance metric, +projection onto an affine subspace of dimension N−1, not a ray): no χ², no hypothesis test, no +null inversion. The draft's claim survives as "the projective statistic as a *test statistic* +is new", and §1.4/§8 should cite Parisen Toldin (2011) as the nearest neighbour. The abstract's +"the natural statistic is then…" should acknowledge that a covariance scalar product is already +in FSS use for error minimization. + +**P2. von Luxburg & Franz (2009), "A Geometric Approach to Confidence Sets for Ratios: Fieller's +Theorem, Generalizations, and Bootstrap", *Statistica Sinica* **19**, 1095; arXiv:0711.0198. +`ABSTRACT_ONLY`.** A geometric generalization of Fieller in the statistics literature; the +draft's §2.4 (confidence regions for directions) and §1.4 ("it is not new mathematics") should +name it, because it is the statistics-side generalization closest to what the draft builds. + +**P3. Bruno & Sommer (2023), "On fits to correlated and auto-correlated data", *Computer Physics +Communications* **285**, 108643. `PRIMARY_TEXT_READ`** (abstract + introduction + conclusions +fetched; PDF paywalled). Verbatim (abstract): + +> "Standard χ2 tests require a reliable determination of the covariance matrix and its inverse +> from correlated and auto-correlated data, a challenging task often leading to close-to-singular +> estimates. These motivate modifications of the definition of χ2 such as uncorrelated fits." + +Correlated-χ² fitting is standard practice in lattice QCD; this supports the draft's framing of +the pseudo-inverse/rank-reporting discipline (§2.2) rather than competing with it. + +**P4. Wang, Iyer & Hannig (2003), "Uncertainty Calculation for the Ratio of Dependent +Measurements", *Metrologia*. `PRIMARY_TEXT_READ`** (NIST publication page). Verbatim (abstract): + +> "Although an exact confidence interval procedure, known as the Fieller interval, is available +> for this problem, practitioners often use various non-exact methods." + +Fieller is alive in metrology but absent from physics FSS — which is exactly the draft's premise, +now documented rather than assumed. + +**Standard-practice control.** Mertens, Jensen & Ziff (2017), "Universal features of cluster +numbers in percolation", *Phys. Rev. E* **96**, 052119; arXiv:1602.00644. `PRIMARY_TEXT_READ`. +Verbatim: "The metric factor b cancels out in the dimensionless ratio R = A₁C₁/B₁² = +f(0)f″(0)/2f′(0)² which is predicted to be universal for systems of a given shape." The +dimensionless-ratio practice the draft criticizes, in the percolation literature, formed by +cancelling the denominator — no covariance, no ray test anywhere in the fetched text. + +## 4. Q3 — annihilating functionals / divided differences as class-level tests + +**Bottom line: honest null.** Searches run: OpenAlex fulltext "divided differences" + +"finite-size scaling" (4 hits, all quantum Monte Carlo papers with no FSS-amplitude content); +arXiv metadata "divided differences" + "scaling amplitudes" (0 hits); web searches for +divided-difference or linear-combination class tests of critical/scaling amplitudes (only +generic scaling reviews and Kenna-type hatted-exponent amplitude **relations**, which are built +from ratios, not from a functional annihilating a class); "divided differences" lattice operator +(numerical-analysis and lattice-quasi-PDF usages only). `API_QUERY` and search-result level — +the only `[LIT]`-grade items here are the Kenna-type amplitude-relation papers +(arXiv:2402.00427 / *Entropy* **26**, 221 (2024)), which are ratio-based, not annihilator-based. + +The closest construct in the fetched literature is Izmailian & Yeh (2009)'s universal linear +combinations `r_s(k) = b_k/a_k` — but those test individual predicted ratios, not a functional +that annihilates an entire class whatever the amplitudes. The draft's §8 sentence "we have not +seen it deployed as a class-level tool for finite-size ladders" stands as phrased ("we have not +seen"), and should not be strengthened to a proven negative: Google Scholar and the paywalled +PRB/PRE archives were not fully searchable. + +## 5. Q4/Q5 — venue fit and the one-dataset reanalysis precedent + +### 5.1 Q4: journals (scope sentences verbatim from the publisher pages named) + +**Physical Review E — FIT.** Scope (journals.aps.org/pre/about): + +> "Physical Review E is a trusted and interdisciplinary journal for high-quality, significant +> developments in the interrelated areas of statistical, nonlinear, complex systems, biological, +> soft matter, fluids, plasma and computational physics, including machine learning and +> artificial intelligence." + +Acceptance criterion (same page): "Add to the existing knowledge related to statistical, +nonlinear, biological, and soft matter physics." A covariance-weighted χ² test of FSS amplitude +vectors in lattice percolation sits in PRE's statistical/computational core, and PRE explicitly +publishes reanalyses (see §5.2). **Analogue:** Jensen & Ziff, "Universal amplitude ratio Γ−/Γ+ +for two-dimensional percolation", *Phys. Rev. E* **74**, 020101(R) (2006) — an amplitude-ratio +determination paper in PRE (`ABSTRACT_ONLY`, arXiv:cond-mat/0607146). + +**JSTAT — FIT.** Scope (IOP publishing-support page, the direct /about page being blocked): + +> "JSTAT is targeted to a broad community interested in different aspects of statistical +> physics, which are roughly defined by the fields represented in the conferences called +> 'Statistical Physics'." + +Topically exact. Closest verified analogue: Xun *et al.*, *J. Stat. Mech.* (2025) 123301 +(extended-range percolation, extensive MC + FSS); **no true amplitude-ratio-testing JSTAT +analogue was located — noted honestly.** + +**J. Stat. Phys. — MILD STRETCH.** Springer's aims-and-scope page was bot-blocked; the only +description obtained is Wikipedia's ("All areas of statistical physics as well as related +fields concerned with collective phenomena in physical systems are covered"), which is **not a +publisher quote**. Topically a fit, but JSP's culture favours formal theory over a +Monte-Carlo-reanalysis methodology paper. + +**Computer Physics Communications — STRETCH.** Scope (sciencedirect.com +aims-and-scope): "Computer Physics Communications publishes research papers and application +software in the broad field of computational physics" … "The focus of CPC is on contemporary +computational methods and techniques and their implementation, the effectiveness of which will +normally be evidenced by the author(s) within the context of a substantive problem in physics." +Acceptable only if the method ships as software with the paper. Analogue: Hu, Chen, Izmailian & +Kleban, *CPC* **126**, 77–81 (2000) (Monte Carlo methods for percolation). + +**The American Statistician — STRETCH.** Scope (journal landing page): "articles that address +practical problems at the interface between statistical methodology and areas of application." +The generalized-Fieller statistic fits that brief, but the physics framing must lead or the +audience match fails; and the paper has no simulation study, so a statistics journal would +treat it as a note. Analogue: Hirschberg & Lye, "A Geometric Comparison of the Delta and +Fieller Confidence Intervals", *The American Statistician* **64**(3), 234–241 (2010). + +**J. Phys. A — FIT.** Scope (IOP publishing-support page): acceptable papers must contribute to +listed sections, which include verbatim "statistical mechanics, phase transitions and critical +phenomena" and "numerical and computational methods, analysis of algorithms". Analogue: Delfino, +Viti & Cardy, "Universal amplitude ratios of two-dimensional percolation from field theory", +*J. Phys. A* **43**, 152001 (2010). + +### 5.2 Q5: does PRE accept a reanalysis of one dataset that inverts a verdict? + +**Yes — precedent exists.** Three fetched examples: + +1. **Wang, Zhou, Zhang, Garoni & Deng (2013), "Bond and site percolation in three dimensions", + *Phys. Rev. E* **87**, 052107. `PRIMARY_TEXT_READ`** (full text via harvest.aps.org). + Revises the long-standing simple-cubic bond threshold 0.248 812 6(5) down to + 0.248 811 82(10). Verbatim: "Figure 1 shows that our estimate of pc lies slightly below the + central value 0.248 812 6 reported in Ref. [21]." +2. **Mertens (2022), "Exact Percolation Probability on the Square Lattice", *J. Phys. A* + **55**. `PRIMARY_TEXT_READ`** (ar5iv of arXiv:2109.12102). Weakens every prior Monte Carlo + estimate of the square-lattice site threshold. Verbatim (abstract): "We use the data to + compute estimates for the percolation threshold pc that are several orders of magnitude more + precise than estimates based on Monte-Carlo simulations." Verbatim (text): "The first value + deviates from the reference value [19] by 2 errorbars, the second by 2.5 errorbars." And: + "as Bob Ziff put it, 'Monte-Carlo is dead' [40] when it comes to computing pc for 2d + systems." +3. **Jensen & Ziff (2006), *Phys. Rev. E* **74**, 020101(R). `ABSTRACT_ONLY`.** Fixes a + previously scattered verdict on a percolation amplitude ratio. Verbatim (abstract): + "Putting all methods together we find a consistent value Γ−/Γ+=162.5±2, a significant + improvement over previous results that placed the value of this ratio variously in the range + of 14 to 220." + +So the draft's Q5 worry — that PRE would not take a methods paper whose worked example cannot +name a surviving law — is answerable from these: PRE has published reanalyses whose whole point +was that a previously accepted number or verdict was wrong, including one (Jensen–Ziff) whose +result is precisely the fixing of a scattered amplitude-ratio verdict. The draft's undetermined +eighth verdict, honestly reported as undetermined, is within that precedent. + +## 6. Stress-test of the prior Grok assessment + +1. **"PRE is the right first venue; the amplitude-ladder literature lives there" — AGREE.** + PRE's scope sentence (§5.1) plus the fetched PRE record: Jensen–Ziff 2006 (amplitude ratio), + Mertens–Jensen–Ziff 2017 (universal ratio of cluster-number amplitudes), Wang *et al.* 2013 + (threshold reanalysis). J. Phys. A is a defensible second; JSTAT third. +2. **"The math is not new; novelty is diagnosing the design pathology" — AGREE, with one + refinement.** The math is not new, but the retrieval shows the novelty claim must be narrowed + and cited, not just asserted: Parisen Toldin (2011) already uses the covariance scalar + product and an orthogonal decomposition inside FSS (for error optimization), and von + Luxburg–Franz (2009) already generalize Fieller geometrically (in statistics). The novel + content is the *test statistic with a χ² tail on rank(S) − dim(V) d.o.f.*, the diagnosis of + the self-sealing denominator choice, and the worked inversion — not the geometry. +3. **"Without 3–4 primary ratio-testing citations the literature-practice claim dies" — + PARTIALLY CONFIRM, and go further.** Three primaries exist (§2.1), so the practice is not + undocumented; but the primary reading shows the *dominant* practice is full-curve comparison, + so "ubiquitous" dies even with the citations in hand. Weaken the sentence (§6 of the + manuscript changes below) rather than propping it up with the three papers. +4. **"Statistics journals will call this a note" — AGREE.** TAS's own scope ("practical + problems at the interface…") plus the absence of any simulation study makes a statistics + venue a stretch; Hirschberg & Lye (2010) is the analogue shape there. +5. **"Do not claim a percolation-threshold or modular-weight result" — AGREE, consistent with + the draft's own §5.3.** Nothing in this retrieval touches that boundary. + +## 7. What this retrieval supports changing in the draft + +**The one sentence that must change** is §8's + +> "The practice of testing amplitude ratios against predicted ratios is ubiquitous — it is how +> conformal-invariance predictions for aspect-ratio and boundary-condition dependence are compared +> with lattice data [6]" + +Proposed replacement, consistent with what was actually read: + +> "Conformal-invariance predictions for aspect-ratio and boundary-condition dependence are +> routinely compared with lattice data, usually by full-curve comparison of the measured +> probability against the predicted one (Langlands, Pouliot & Saint-Aubin 1994; Watts 1996); +> explicit tests of a ratio of measured amplitudes against a predicted ratio exist (Simmons, +> Kleban & Ziff 2007; Izmailian & Yeh 2009; Kamieniarz & Blöte 1993) but are the exception rather +> than the routine form of the comparison." + +Proposed bibliographic replacement for [6] (quotes in §2): + +- [6a] Cardy, J. L. (1992), *J. Phys. A* **25**, L201 — the theory source the sentence wants. `[LIT]` +- [6b] Langlands, Pouliot & Saint-Aubin (1994), *Bull. Amer. Math. Soc.* **30**, 1–61. `PRIMARY_TEXT_READ` +- [6c] Watts, G. M. T. (1996), *J. Phys. A* **29**, L363. `PRIMARY_TEXT_READ` +- [6d] Simmons, Kleban & Ziff (2007), *J. Phys. A* **40**, F771. `PRIMARY_TEXT_READ` +- [6e] Izmailian & Yeh (2009), *Nucl. Phys. B* **814**, 573. `PRIMARY_TEXT_READ` +- [6f] Kamieniarz & Blöte (1993), *J. Phys. A* **26**, 201. `ABSTRACT_ONLY` + +Additional citation debts found (for the authors' consideration, not patchable here): + +- **Parisen Toldin (2011)**, PRE **84**, 025703(R), in §1.4/§8 — nearest prior use of the + covariance-metric geometry in FSS (error optimization, not testing). `PRIMARY_TEXT_READ` +- **von Luxburg & Franz (2009)**, *Statistica Sinica* **19**, 1095, in §2.4 — the statistics-side + geometric generalization of Fieller. `ABSTRACT_ONLY` + +Per the ticket's tripwire: this note does **not** repeat the "ubiquitous" claim, and the "we +correct a literature practice" framing should be softened to "we recommend a statistic whose +two-entry case is the known-correct special case of the ratio practice" unless the full texts of +Pinson (1994) and Langlands *et al.* (1992) turn up further ratio-testing on reading. + +## 8. Sources attempted and blocked + +- Springer CDN (Pinson 1994 PDF/HTML; JSP aims-and-scope): HTTP 406/403 IP-block and bot + challenge, 2026-09-09. +- University of Michigan DeepBlue (Ziff 1995 full text): Cloudflare interstitial, twice. +- ADS (Pinson abstract): human-verification interstitial. +- journals.aps.org direct article pages: blocked/404; PRE full text obtained via + harvest.aps.org. +- IOPscience /about pages for JSTAT and J. Phys. A: direct fetch failed; scope quotes taken + from IOP's official publishingsupport.iopscience.iop.org pages instead. +- APS (a guessed Kamieniarz–Blöte DOI page): 404; the IOP abstract page was used instead. +- Reachable and used: arXiv (abs/HTML), ar5iv, IOPscience abstract pages, IAS publications, + KCL Pure, harvest.aps.org, Inspire HEP API, OpenAlex API, Semantic Scholar API, NIST + publication pages, pyfssa docs, publisher aims-and-scope pages for Elsevier and TAS.