{
  "artifacts_reviewed": [
    "analysis.json",
    "article.md",
    "data/2025-overperformers.csv",
    "data/attrition-by-season.csv",
    "data/next-season-pairs.csv",
    "data/regression-quintiles.csv",
    "data/walk-forward-predictions.csv",
    "figures/2025-overperformers.png",
    "figures/forecast-error.png",
    "figures/regression-quintiles.png",
    "model-parameters.json",
    "provenance.json",
    "research-memo.json"
  ],
  "created_at": "2026-08-31T01:29:02.184114+00:00",
  "decision": "pass",
  "findings": [
    {
      "check": "source_recency_disclosed_and_current_player_claims_avoided",
      "evidence": "provenance[1].seasons = [2025]; article frontmatter data_through: 2025; article candidate_generated_at: 2026-08-31; analysis.limitations[3]",
      "recommendation": "No change required. If publication slips materially beyond 2026, re-confirm the disclosure language still matches the snapshot.",
      "severity": "warning"
    },
    {
      "check": "attribution_language_matches_provenance_record",
      "evidence": "provenance[*].attribution = 'Data made available by nflverse contributors.'; article states 'Sources: nflverse ... both from the project's CC BY 4.0 GitHub releases'",
      "recommendation": "Optionally add the canonical attribution line verbatim for strictest CC BY 4.0 attribution practice; not required for publication since source, license, and manifest pointer are all present.",
      "severity": "note"
    },
    {
      "check": "inventory_artifact_not_referenced_in_article",
      "evidence": "artifact_inventory includes figures/2025-overperformers.png (8801780946bc...) and data/2025-overperformers.csv (bf34fcf99c3d...); article embeds only forecast-error.png and regression-quintiles.png",
      "recommendation": "No action needed.",
      "severity": "note"
    }
  ],
  "model": "z-ai/glm-5.3",
  "role": "citation_checker",
  "summary": "Every central numeric claim in the article traces to the supplied analysis; both figures named in the article appear in the SHA-256 inventory; both nflverse source URLs are present in the provenance record; the CC BY 4.0 license and underlying-rights caveat are preserved and compatible. The article accurately discloses the 2025 data-through date and avoids current-player claims, so source recency is a warning only."
}