{
  "role": "code_methods_reviewer",
  "decision": "pass",
  "summary": "The implementation matches the locked registration and approved input contract. It uses canonical schedule joins with historical team aliases, preserves missing-ID rows in team denominators, constructs disjoint first-N and next-four-game windows, applies earlier-season-only fitting, uses the correct team-specific prior denominator, detects trades from the player's dated games, scopes common cohorts by player-season-team, fixes the bootstrap seed, and emits every registered output. The reported analysis, deterministic interval facts, article claims, publication assets, provenance, and public source credits are mutually consistent.",
  "findings": [
    {
      "severity": "note",
      "check": "Bootstrap dependence scope",
      "evidence": "The implementation clusters bootstrap resampling by player with 1,000 replicates and seed 271828, but does not separately model dependence among receivers sharing team-game contexts. This limitation is explicitly and consistently disclosed in the analysis, article limitations, figure metadata, and table caption.",
      "recommendation": "Retain the existing disclosure and avoid interpreting the pointwise intervals as accounting for shared team-game dependence, as simultaneous intervals, or as individual-player prediction intervals."
    }
  ],
  "artifacts_reviewed": [
    "locked_registration",
    "implementation.analysis_py",
    "implementation.test_analysis_py",
    "analysis",
    "deterministic_numeric_facts",
    "article",
    "article_markdown",
    "publication_assets",
    "artifact_hashes",
    "provenance",
    "public_source_credits",
    "claim_ledger",
    "mechanical_checks"
  ],
  "model": "openai/gpt-5.6-sol",
  "created_at": "2026-09-06T15:29:47.149386+00:00"
}