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V3.6.2 introduces Schema thirteen dash contracts and a hard-gate orchestration that forces reviewers to pre-commit their scoring plan before reading the paper. The v3.6.6 work landed after v3.6.7 due to project sequencing; the design doc retains the v3.6.6 inner naming for the contract gate model, whereas the suite launch is tagged v3.6.eight to keep the CHANGELOG monotonic. The four option-1..four trade-offs from the #118 concern physique landed on possibility 2 (new aggregate) — possibility four (re-raise and abort) was rejected for the audit-coverage hit on flaky choose endpoints. V3.eight.2 routes those failures through a dedicated uncited_audit_failures aggregate at MED-WARN advisory tier, mirroring the cited path INV-14 row but utilizing a devoted schema as a result of claim_audit_result.ref_slug is required and the uncited path has no ref to bind. V3.7.3 shipped single-index (Semantic Scholar) contamination detection; v3.9.0 extends to three-index triangulation (S2 + OpenAlex + Crossref) as advisory evidence only.

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V3.5 adds the Collaboration Depth Observer (collaboration_depth_agent, advisory solely — never blocks) at every FULL/SLIM checkpoint and at pipeline completion. Stage 2.5 and Stage 4.5 integrity gates run a 7-mode blocking guidelines (see academic-pipeline/references/ai_research_failure_modes.md); the reviewer offers an opt-in calibration mode that measures its own FNR/FPR in opposition to a user-supplied gold set. Then attempt /ars-plan to stroll through your paper construction via Socratic dialogue, or jump to Quick install for conditions and the traditional symlink flow.

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