{
  "role": "visualization_reviewer",
  "decision": "pass",
  "summary": "The single figure and both tables are consistent with the analysis JSON, correctly labeled with population, outcome, units, denominators, and time frame, and the visual emphasis does not overstate the small 0.568% improvement.",
  "findings": [
    {
      "severity": "note",
      "check": "figure-contract",
      "evidence": "Figure 'weekly-weather-projection-error' alt text names the comparison (champion vs weather challenger), the outcome (weekly PPR MAE), the population (20,700 held-out player-weeks), and the 2019\u20132024 frame; the caption defines the unit (PPR fantasy points), the direction (lower is better), and the identical denominators.",
      "recommendation": "None. The alt text does not name the y-axis unit, but the caption and article body define PPR points explicitly, so the figure is accessible with equivalent text."
    },
    {
      "severity": "note",
      "check": "data-to-chart-consistency",
      "evidence": "Season MAEs in the figure's underlying data (e.g., 2019: 4.777 vs 4.844; 2024: 4.573 vs 4.575) match the article text and analysis.json by_season values; the overall table (4.662/4.635, 79.2%/79.0%, 20,700 rows) and position table (QB 6.526\u21926.454, RB 4.795\u21924.807, WR 4.639\u21924.589, TE 3.600\u21923.597) match analysis.json to displayed precision.",
      "recommendation": "None."
    },
    {
      "severity": "note",
      "check": "uncertainty-presentation",
      "evidence": "The caption correctly states that season lines are point estimates and that the formal 95% game-cluster bootstrap interval (+0.328% to +0.810%) covers only the overall result, avoiding per-season over-claiming.",
      "recommendation": "None."
    },
    {
      "severity": "note",
      "check": "visual-emphasis",
      "evidence": "The figure compares two nearly identical MAE series (gaps of 0.003\u20130.067 points); the article text explicitly calls 2024 a 'near-dead heat' and frames the 0.57% gain as a population-level estimate, so the line chart does not visually exaggerate the effect.",
      "recommendation": "None."
    }
  ],
  "artifacts_reviewed": [
    "figures/weekly-weather-projection-error.png",
    "weather-model-overall",
    "weather-model-by-position",
    "article_markdown",
    "article blocks"
  ],
  "model": "z-ai/glm-5.3",
  "created_at": "2026-09-03T17:24:14.163427+00:00"
}