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Phase 1: 25 inline annotations on docs/lab/...partial_n3.md, covering preregistration gaps (n=2 vs SEM clause; 21 pairs vs preregistered 60-80; pass-rate at 10pp boundary), Adam-momentum projection leak, cosine-vs-null baseline, mixed-pool training caveat, Appendix B step-0-hack-detector inconsistency, refresh compute cost, and a few smaller items (mix_ratio semantics, K_axes value, AntiPaSTO module count). Phase 2: review file with strengths, weaknesses, per-section comments, questions, and a four-tier accept criterion. Current verdict: weak accept as internal lab report, major revision as public draft. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>