{
  "role": "code_methods_reviewer",
  "decision": "pass",
  "summary": "The implementation matches the locked registration: the preregistered 15 mph vs below-10 mph comparison, the four registered outcomes, temperature/week/season-adjusted continuous estimates per 5 mph, the 10/20 mph and spline sensitivities, leave-one-season-out stability, and the registered bootstrap/HC3 uncertainty are all present and consistent across the analysis, article, and claim ledger. Withholding gates are satisfied (1,323 analyzed games, 153 games at 15+ mph, 88.97% weather coverage), missingness is reconciled (1,487 in, 164 excluded, 1,323 analyzed), the estimand is explicitly retrospective with no forecast or causal claim, and the 20+ mph result (31 games) is correctly excluded from standalone publication scope. The unregistered aDOT check is clearly labeled as exploratory. No design drift, leakage, or irreproducibility issues found.",
  "findings": [
    {
      "severity": "warning",
      "check": "uncertainty_reporting",
      "evidence": "analysis.json primary_effects report p_value 0.0 and holm_adjusted_p 0.0 for completion rate and pass EPA",
      "recommendation": "Report p-values as p < 0.001 rather than exactly 0.0 to avoid implying an impossible value; this does not affect the supported direction or interval-based claims."
    },
    {
      "severity": "warning",
      "check": "missingness_representativeness",
      "evidence": "data_quality_blockers lists season-weather-coverage affecting 2022 and 2023, limiting complete-case representativeness for those seasons",
      "recommendation": "The article and limitations already disclose this; the registered remediation (NOAA join and rerun) should be tracked for a future revision, but the current claim is appropriately scoped to weather-complete games."
    },
    {
      "severity": "warning",
      "check": "reproducibility_seeds",
      "evidence": "The bundle asserts analysis_deterministic true and includes data/reproducibility.json in the artifact inventory, but no explicit RNG seed value appears in the supplied evidence",
      "recommendation": "Confirm the seed is recorded in data/reproducibility.json; the deterministic-hash gate and artifact presence are sufficient for this pass, but the seed should be inspectable on request."
    }
  ],
  "artifacts_reviewed": [
    "analysis.json",
    "article-draft.json",
    "article.md",
    "claim-ledger.json",
    "data/registration.json",
    "data/reproducibility.json",
    "data/threshold-effects.csv",
    "data/adjusted-effects.csv",
    "data/adjusted-spline-effects.csv",
    "data/bin-estimates.csv",
    "data/coverage.csv",
    "data/season-sensitivity.csv",
    "data/results.json",
    "data/gates.json",
    "data/source-manifest.json",
    "generated/analysis.py",
    "provenance.json",
    "research-registration.json",
    "figures/wind-offense-by-bin.png",
    "data/wind-offense-by-bin.svg"
  ],
  "model": "z-ai/glm-5.3",
  "created_at": "2026-09-02T21:41:03.137213+00:00"
}