Files
pdf_signature_extraction/paper
gbanyan 5e7e76cf35 Add Gemini 3.1 Pro round-19 independent peer review artifact
paper/gemini_review_v3_18_4.md: 68 lines (cleaned from raw output that
included CLI 429 retry noise). Gemini broke the codex round-16/17/18
Minor-Revision streak with a Major Revision verdict and four serious
findings that 18 prior AI rounds missed:

1. The 656-document exclusion explanation in Section IV-H was a
   fabricated rationalization contradicting the paper's own cross-
   document matching methodology.
2. The "two CPAs excluded for disambiguation ties" in Section IV-F.2
   was invented; the script has no disambiguation logic.
3. Table XIII (Firm A per-year distribution) was attributed in
   Appendix B to a script that has no year_month extraction.
4. Inter-CPA negative anchor in script 21_expanded_validation.py drew
   50,000 pairs from a LIMIT-3000 random subsample (each signature
   reused ~33 times), artificially tightening Wilson FAR CIs in
   Table X.

All four verified by independent DB/script inspection before applying
fixes. Lesson recorded in user-facing memory: I have a recurrent failure
mode of inventing plausible-sounding explanations to fill provenance
gaps; future work must verify code/JSON before writing rationale.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-27 21:40:43 +08:00
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