{
  "video_id": "9c3f87fa86e71b6e",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Relational Structural Causal Models",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 2.25,
  "effective_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Formal causal inference framework for combinatorial generalization (Pearl extension); high theoretical rigor and novelty, modest immediate production relevance but strong foundational value for multi-agent reasoning and world models.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0016380000000000001,
  "triaged_at": "2026-06-16T15:02:53.970597+00:00"
}