Paper A v3.6: codex round-5 quick-wins cleanup (Minor Revision)
Codex gpt-5.4 round-5 (codex_review_gpt54_v3_5.md) verdict was Minor Revision - all v3.4 round-4 PARTIAL/UNFIXED items now confirmed RESOLVED, including line-by-line recomputation of Table XI z/p matching the manuscript values. This commit cleans the remaining quick-win items: Table IX numerical sync to Script 24 authoritative values - Five count corrections: cos>0.837 (60,405->60,408), cos>0.945 (57,131/94.52% -> 56,836/94.02%, was 295 sigs / 0.50 pp off), cos>0.973 (48,910/80.91% -> 48,028/79.45%, was 882 sigs / 1.46 pp off), cos>0.95 (55,916->55,922), dh<=8 (57,521->57,527), dh<=15 (60,345->60,348), dual (54,373->54,370). - Threshold label cos>0.941 -> cos>0.9407 (use exact calib-fold P5 rather than rounded value). - "dHash_indep <= 5 (calib-fold median-adjacent)" relabeled to "(whole-sample upper-tail of mode)" to match what III-L explains. - Added "(operational dual)" / "(style-consistency boundary)" labels for unambiguous mapping into III-L category definitions. - Removed circularity-language footnote inside the table comment. Circularity overclaim removed paper-wide - Methodology III-K (Section 3 anchor): "we break the resulting circularity" -> "we make the within-Firm-A sampling variance visible". - Results IV-G.2 subsection title: "(breaks calibration-validation circularity)" -> "(within-Firm-A sampling variance disclosure)". - Combined with the v3.5 Abstract / Conclusion edits, no surviving use of circular* anywhere in the paper. export_v3.py title page now single-anonymized - Removed "[Authors removed for double-blind review]" placeholder (IEEE Access uses single-anonymized review). - Replaced with explicit "[AUTHOR NAMES - fill in before submission]" + affiliation placeholder so the requirement is unmissable. - Subtitle now reads "single-anonymized review". III-G stale "cosine-conditional dHash" sentence removed - After the v3.5 III-L rewrite to dh_indep, the sentence at Methodology L131 referencing "cosine-conditional dHash used as a diagnostic elsewhere" no longer described any current paper usage. - Replaced with a positive statement that dh_indep is the dHash statistic used throughout the operational classifier and all reported capture-rate analyses. Abstract trimmed 247 -> 242 words for IEEE 250-word safety margin - "an end-to-end pipeline" -> "a pipeline"; "Unlike signature forgery" -> "Unlike forgery"; "we report" passive recast; small conjunction trims. Outstanding items deferred (require user decision / larger scope): - BD/McCrary either substantiate (Z/p table + bin-width robustness) or demote to supplementary diagnostic. - Visual-inspection protocol disclosure (sample size, rater count, blinding, adjudication rule). - Reproducibility appendix (VLM prompt, HSV thresholds, seeds, EM init / stopping / boundary handling). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -205,17 +205,27 @@ def main():
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run.font.name = "Times New Roman"
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run.bold = True
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# IEEE Access uses single-anonymized review: author / affiliation
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# / corresponding-author block must appear on the title page in the
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# final submission. Fill these placeholders with real metadata
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# before submitting the generated DOCX.
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p = doc.add_paragraph()
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p.alignment = WD_ALIGN_PARAGRAPH.CENTER
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p.paragraph_format.space_after = Pt(6)
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run = p.add_run("[Authors removed for double-blind review]")
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run = p.add_run("[AUTHOR NAMES — fill in before submission]")
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run.font.size = Pt(11)
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p = doc.add_paragraph()
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p.alignment = WD_ALIGN_PARAGRAPH.CENTER
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p.paragraph_format.space_after = Pt(6)
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run = p.add_run("[Affiliations and corresponding-author email — fill in before submission]")
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run.font.size = Pt(10)
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run.italic = True
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p = doc.add_paragraph()
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p.alignment = WD_ALIGN_PARAGRAPH.CENTER
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p.paragraph_format.space_after = Pt(20)
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run = p.add_run("Target journal: IEEE Access (Regular Paper)")
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run = p.add_run("Target journal: IEEE Access (Regular Paper, single-anonymized review)")
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run.font.size = Pt(10)
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run.italic = True
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