{
  "role": "visualization_reviewer",
  "decision": "pass",
  "summary": "The figure and both tables satisfy the publication contract: the figure's alt text and caption name the population (NFL regular-season field-goal attempts), outcome (adjusted residual per attempt, makes above a LOSO distance-adjusted expectation), time frame (2018-2025), estimator (shrunk), and uncertainty (game-clustered bootstrap 95% intervals). Every visible value in the stadium table matches the analysis results (spot-checked Allegiant, AT&T, SoFi, Mercedes-Benz, Raymond James, Gillette, FirstEnergy, MetLife, Lumen, Soldier Field: attempts, residuals, CIs, Holm p-values, and significance flags all agree), and the sensitivity table matches the analysis sensitivity entries. Interval-zero claims in the article follow the deterministic exclusion summary exactly (positive: Allegiant, Mercedes-Benz, SoFi; negative eligible: Raymond James only), and the smallest Holm p-value (0.535, SoFi) is correctly reported with no significance overstatement. The ineligible-stadium caveat (17 of 45) is arithmetically consistent.",
  "findings": [
    {
      "severity": "warning",
      "check": "data-to-chart consistency",
      "evidence": "article.json blocks: headline paragraph vs publication_assets.figures[0]",
      "recommendation": "The headline paragraph quotes unshrunk residual_per_attempt values (+0.0660 Allegiant, -0.0675 FirstEnergy) while the figure and its caption display shrunk estimates (Allegiant shrunk 0.045, FirstEnergy shrunk -0.0468). Both quantities are labeled and the table carries both columns, so a reader can reconcile them, but a screenshot-only reader comparing the article's headline numbers to the figure bars will see different magnitudes. Recommend the figure caption or headline text note that the figure shows shrunk estimates while the quoted extremes are unshrunk."
    },
    {
      "severity": "note",
      "check": "accessibility",
      "evidence": "publication_assets.figures[0].alt",
      "recommendation": "The alt text describes chart type, population, outcome, and uncertainty but does not enumerate the top/bottom stadiums; this is acceptable since the adjacent table provides an accessible equivalent with all values."
    },
    {
      "severity": "note",
      "check": "axis units",
      "evidence": "publication_assets.figures[0].caption",
      "recommendation": "The caption defines the metric as makes above expectation per attempt (a proportion), which is the correct denominator; no unit ambiguity found."
    }
  ],
  "artifacts_reviewed": [
    "stadium-residuals-figure",
    "stadium-residuals-table",
    "sensitivity-rank-stability-table",
    "publication-preview"
  ],
  "model": "z-ai/glm-5.3",
  "created_at": "2026-09-03T21:45:30.943456+00:00"
}