{
  "video_id": "baf08df43c6ad4fe",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Lifted Causal Inference",
  "scores": {
    "depth": 2,
    "novelty": 3,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.75,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Theoretisch solide Causal-Inference-Arbeit (Lifted Models + PCFGs), aber für Aria-Multi-Agent-Patterns und Engineering-Practice wenig direkt relevant; pure akademische Formaltheorie ohne Code/Implementierung.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0017850000000000001,
  "triaged_at": "2026-06-29T15:00:53.097885+00:00"
}