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intel
dokimi
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feat(novelty): judge panel (--judge repeatable, --judge-aggregate)
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feat(novelty): judge panel (--judge repeatable, --judge-aggregate)
#489
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docs: judge-panel study of the skill-novelty headline numbers
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docs: fix judge-panel claims found in self-review
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feat(novelty): judge panel for skill novelty analyze and probe
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Merge branch 'research/judge-panel' into feat/judge-panel-cli
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fix(novelty): refuse a panel judge model given twice; self-judge warning covers the panel
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docs(research): judge generations, old vs new, on the judge-panel sample
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Merge branch 'research/judge-panel' into feat/judge-panel-cli
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Commits on Nov 10, 2026
Merge branch 'main' of https://github.com/intel/dokimi into feat/judge-panel-cli
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novelty: break the judge panel import cycle and shrink novelty.py
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research/judge-panel: pass the static checks
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docs: judge-panel study renders under strict mkdocs and is linked from the index
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research/judge-panel: keep the section 5 comment to two lines
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docs: join the split sentence in the three-family panel bullet
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deptry: exclude the research study scripts instead of ignoring llm by name
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docs: blank line between two items of the panel report list
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ci: exclude the judge-panel study's generated tables and figures from the license check
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Merge branch 'main' into feat/judge-panel-cli
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Commits on Nov 14, 2026
Merge remote-tracking branch 'origin/main' into HEAD
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fix(novelty): judge panel validation, shared-pair range, estimate counts, saved verdicts
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Merge branch 'main' of https://github.com/intel/dokimi into pr489-judge
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fix(novelty): judge panel verdicts, warnings and estimate
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research/judge-panel: pin the study to its panel and undefined kappa
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docs(novelty): say which vendor families the same-vendor warning knows
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docs and tests: record the review points already fixed at 9dabb8b
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docs(novelty): name the grok and xai family in the vendor list
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fix(research): kappa is undefined when chance agreement is 1
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fix(research): skip undefined shares in the panel-size spreads
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fix(research): leave undefined shares out of the judge dot plot
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fix(research): measure old and new panels on the same cells
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test(novelty): pin that probe and analyze pass the answerer to the panel record
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