{
  "role": "statistician",
  "decision": "pass",
  "summary": "The article's claims match the locked estimand and supplied results: a registered association contrast (15+ mph vs below 10 mph observed wind), five preregistered outcomes, Holm-adjusted p-values, HC3 and bootstrap intervals, and consistent denominators (101/806/907, reconciled with 2127 input rows). All intervals cross zero and the article correctly reads them as nulls without causal or forecast claims. No temporal leakage: observed postgame weather is explicitly excluded from pregame projection use, and the 2024 data cutoff is disclosed. No blocking findings.",
  "findings": [
    {
      "severity": "note",
      "check": "temporal_leakage",
      "evidence": "research_audit.temporal_validation and article limitations state observed postgame conditions are retrospective and not eligible as pregame projection inputs; weather data through 2024 with source lag disclosed.",
      "recommendation": "None required; the observed-versus-forecast boundary is correctly maintained."
    },
    {
      "severity": "note",
      "check": "multiplicity",
      "evidence": "Holm-adjusted p-values reported for all five outcomes (1.000, 1.000, 0.874, 1.000, 1.000) and shown beside estimates in the article and table.",
      "recommendation": "None required."
    },
    {
      "severity": "note",
      "check": "uncertainty",
      "evidence": "Each outcome reports both HC3 robust adjusted intervals and 4,000-draw bootstrap intervals; bootstrap is deterministic with SHA-256-derived seeds and matched result hashes across two executions.",
      "recommendation": "None required."
    },
    {
      "severity": "note",
      "check": "attrition_reconciliation",
      "evidence": "2127 input rows = 907 analyzed + 1220 excluded (outside registered contrast or incomplete) with 1 missing weekly position scoring row; per-outcome denominators all reconcile to 101/806/907.",
      "recommendation": "None required."
    },
    {
      "severity": "warning",
      "check": "selection_effects",
      "evidence": "The contrast excludes the 10-15 mph wind band and games with incomplete position scoring; the condition group (101 windy games) is small relative to controls, and the study conditions on games actually played (e.g., no survivor/attrition issues here, but the windy-game sample is thin for detecting moderate dispersion differences).",
      "recommendation": "Keep the existing scope language; the article already frames results as 'at least for the games we could measure' and does not overclaim. No change required."
    },
    {
      "severity": "warning",
      "check": "historical_scope",
      "evidence": "Weather observations end at the 2024 season while football/player data run through 2025; the article discloses this and the freshness requirement (minimum 2024) is met.",
      "recommendation": "Retain the visible limitation that the study does not cover 2025 games; already present in limitations."
    }
  ],
  "artifacts_reviewed": [
    "analysis.json",
    "article-draft.json",
    "claim-ledger.json",
    "data/study-effects.csv (via claim ledger)",
    "locked_registration",
    "research_audit",
    "provenance",
    "publication_assets"
  ],
  "model": "z-ai/glm-5.3",
  "created_at": "2026-09-03T10:40:06.233290+00:00"
}