{
  "video_id": "2606.32029",
  "channel": "cs.CL",
  "title": "When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.25,
  "effective_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Systematische Evaluation von Data-Referencing-Errors mit praktischen Critic-Modellen; direkt relevant für LLM-Reliability und Multi-Agent-Eval-Setup.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001656,
  "triaged_at": "2026-07-01T15:00:13.855043+00:00"
}