{
  "method": "Direct reread of raw Markdown SHA, frontmatter values and literal academic title source lines; no search output.",
  "test_questions": 320,
  "source_proof_records_checked": 616,
  "issues": [],
  "agent_reviewed_stratified_sample_ids": [
    "wide-001",
    "wide-002",
    "wide-041",
    "wide-042",
    "wide-081",
    "wide-082",
    "wide-113",
    "wide-114",
    "wide-137",
    "wide-138",
    "wide-169",
    "wide-170",
    "wide-193",
    "wide-194",
    "wide-217",
    "wide-218",
    "wide-249",
    "wide-250",
    "wide-289",
    "wide-290"
  ],
  "review_scope": "Source annotations reviewed by Codex; not an independent human annotation study. All title gold inspected; raw excerpts inspected for title/source anomalies and the stratified sample.",
  "decisions": [
    "Prefer explicit academic heading year; expand 2022/23 to 2023 unless a matching category selects a year inside that range.",
    "Prefer explicit title/proposed title over generic topic. Písomná práca labels can name a team-project report.",
    "Instructions, status notes, related-work prose and repository links are not titles.",
    "A metadata author belongs to its actual document; child categories remain included."
  ],
  "dataset_sha256": "9a3b873882bbf29b905d79c9448c3c287fda30323f93a6533b88dbd59b19f558"
}