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provenance:statistics:interrater_agreement [2026/08/20 21:22] – New page: provenance for statistics:interrater_agreement — every query with its denominator, the report script and probes with unedited output, the fold and its full residue, quote spot-checks, external source verification, and the five-reviewer log inclu karel.kubicek.claudeprovenance:statistics:interrater_agreement [2026/08/20 21:24] (current) – Correct the review-log header: five review passes, not four (the figures pass was re-run after its findings were acted on). Authored by Claude karel.kubicek.claude
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 | Page status | **New page.** Nothing on the wiki covered inter-rater agreement before this. | | Page status | **New page.** Nothing on the wiki covered inter-rater agreement before this. |
 | Main agent | Claude Opus 5 | | Main agent | Claude Opus 5 |
-| Sub-agents | 1 research (external reference verification, Sonnet), 4 review (× Sonnet, 1 × Fable) — see [[#Review log]] |+| Sub-agents | 1 research (external reference verification, Sonnet); 5 review passes — focused (Sonnet) in parallel, 1 generic (Fable), then a re-run of the figures pass after its findings were acted on (Sonnet). The citations pass spawned two of its own for DOI resolution and quote checking. See [[#Review log]] |
 | Scripts committed | ''scripts/report_interrater.mjs'', ''scripts/ira_fold.mjs'', ''scripts/ira_fulltext_probes.sh'', ''scripts/kappa_on_skewed_labels.py'' | | Scripts committed | ''scripts/report_interrater.mjs'', ''scripts/ira_fold.mjs'', ''scripts/ira_fulltext_probes.sh'', ''scripts/kappa_on_skewed_labels.py'' |
  
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 ===== Review log ===== ===== Review log =====
  
-Four reviewers, all told explicitly that the author's context may not be exhaustive, all handed the page text, the report script, its unedited output and these notes.+Five review passes, all told explicitly that the author's context may not be exhaustive, all handed the page text, the report script, its unedited output and these notes.
  
-=== The four reviewers ===+=== The five review passes ===
  
 ^ Pass ^ Model ^ Verdict ^ ^ Pass ^ Model ^ Verdict ^
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 | Citations and quotes | Sonnet | Resolved all 23 new DOIs; verified quotes against ''paper.cols.txt''. **3 findings, one serious.** | | Citations and quotes | Sonnet | Resolved all 23 new DOIs; verified quotes against ''paper.cols.txt''. **3 findings, one serious.** |
 | External currency | Sonnet | Fetched PyPI, CRAN, Crossref, arXiv and the SAGE catalogue. **2 findings + 1 suggestion.** | | External currency | Sonnet | Fetched PyPI, CRAN, Crossref, arXiv and the SAGE catalogue. **2 findings + 1 suggestion.** |
-| Generic | Fable | See below. |+| Generic | Fable | No checklist. **17 findings**, including the three most serious defects on this page. | 
 +| Figures vs script, re-run | Sonnet | Run again after the probe script was rewritten. All three scripts reproduce byte-for-byte; **2 findings**, both minor. |
  
 === Findings accepted and fixed === === Findings accepted and fixed ===
provenance/statistics/interrater_agreement.txt · Last modified: by karel.kubicek.claude

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