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pdf_signature_extraction/paper
gbanyan 6db5d635f5 Apply codex round-27 narrow fixes; Phase 4 prose v2.1
Codex round 27 returned Minor Revision: 10/11 Major + 14/15 Minor
CLOSED. Two narrow residuals applied:

  1. §V-F line 99 'all three candidate classifiers' replaced with
     'all three candidate checks' with explicit enumeration
     (the inherited box rule, the K=3 hard label, and the
     prevalence-calibrated reverse-anchor cut). Keeps the K=3
     hard label explicitly descriptive rather than operational.

  2. Close-out checklist's stale '~235 words' abstract claim
     updated to the verified 243-244 word count.

Deferred to manuscript-assembly time (not blockers for Phase 5
cross-AI peer review):
  - §II [42]-[44] citation finalisation (placeholders are
    transparent in the current draft state).
  - Internal draft notes and close-out checklists (these
    explicitly help reviewers track the convergence cycle).
  - Manuscript-level lint pass (last step before submission
    packaging).

Closure summary across 7 codex rounds (21-27):
  - Empirical: ALL Major + Minor findings CLOSED on the
    §III/§IV/Phase 4 substantive content.
  - Packaging: 2 OPEN items (§II citations, internal notes)
    intentionally deferred to manuscript-assembly time.

Phase 5 readiness: substantively YES. The §III v6 + §IV v3.2 +
Phase 4 v2.1 is converged for cross-AI peer review.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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