{
  "role": "statistician",
  "decision": "pass",
  "summary": "Numbers in the article match the supplied effects exactly (means, adjusted differences, HC3 intervals, Holm p-values), denominators reconcile (101+806=907), missingness reconciles (907+1220+1=2127 input rows), the observed-versus-forecast boundary is visible in body text and limitations, and the Holm adjustment across the five preregistered outcomes is correctly applied with monotonicity enforcement. The article honestly reports that its preregistered passing-position hypothesis was not supported and that TE/kicker results rest on intervals excluding zero while multiplicity-adjusted p-values (0.129) exceed 0.05. No leakage, fabrication, or irreproducibility indicators are present.",
  "findings": [
    {
      "severity": "warning",
      "check": "multiplicity",
      "evidence": "analysis.json#effects (holm_adjusted_p 0.1287151148124149 for both TE and kicker)",
      "recommendation": "The phrase 'show a supported difference' is slightly strong given both Holm-adjusted p-values exceed 0.05; the article does immediately qualify this ('best read as a consistent negative signal rather than a certainty'), and the headline dek says 'supported scoring gap.' Keep the existing qualifier adjacent to every TE/kicker claim so readers cannot interpret 'supported' as statistically significant."
    },
    {
      "severity": "warning",
      "check": "baseline_fairness",
      "evidence": "controls are 'week and season fixed effects; air temp c; home team and away team fixed effects'",
      "recommendation": "Adjustment set excludes team quality/pace/vegas-total covariates; residual confounding from offensive environment is plausible. This is acceptable under the locked registration and association-only estimand, but the article should not be read as adjusted for everything relevant \u2014 it currently does not overclaim here."
    },
    {
      "severity": "warning",
      "check": "historical_scope",
      "evidence": "source_lag: requested_through 2025, available_through 2024",
      "recommendation": "Weather data lag one season behind football/player data; the article correctly states 'through the 2024 season' throughout, so no change required \u2014 just ensure any later promotion copy does not imply 2025 coverage."
    },
    {
      "severity": "note",
      "check": "uncertainty",
      "evidence": "TE bootstrap p 0.0105 with bootstrap CI excluding zero vs Holm-adjusted 0.129; kicker bootstrap p 0.0005",
      "recommendation": "The article reports the HC3 intervals and Holm p-values but not the bootstrap intervals/p-values; consider mentioning the bootstrap corroborates the kicker and TE direction, or leave as-is since the registered primary uncertainty reporting (HC3 + Holm) is present and consistent."
    },
    {
      "severity": "note",
      "check": "claims_match_estimand",
      "evidence": "article lead: 'the positions where windy games actually show a supported scoring decline are tight ends and kickers'",
      "recommendation": "Consistent with the locked association estimand and the explicit no-causality, no-forecast-use caveats; the RB 'pick up slack' framing is appropriately hedged ('a hint... interval includes zero')."
    }
  ],
  "artifacts_reviewed": [
    "analysis.json",
    "article-draft.json",
    "article.md",
    "claim-ledger.json",
    "research-registration.json",
    "provenance.json",
    "publication-assets.json",
    "search-demand.json",
    "data/source-manifest.json (hashes only)"
  ],
  "model": "z-ai/glm-5.3",
  "created_at": "2026-09-03T10:32:49.764141+00:00"
}