{
  "video_id": "f653dfea2084a21f",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Can AI Agents Synthesize Scientific Conclusions?",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Rigorous benchmark-paper mit starkem Eval-Design (clean-room harness, atomic-fact decomposition), echten capability-gaps in high-stakes domains und Data-Leakage-Problematik — kritisch fuer Agent-Reliability und Observability.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018549999999999999,
  "triaged_at": "2026-06-11T15:02:11.995317+00:00"
}