{
  "video_id": "2607.00570",
  "channel": "cs.CL",
  "title": "Dual-Confidence Contrastive Decoding for Retrieval-Augmented Generation",
  "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": "Tiefgehendes Paper zu Konflikt-Handling in Multi-Doc RAG mit neuem Benchmark + Training-Free Methode; hochrelevant fuer Retrieval-Patterns und Confidence-Signale, aber praktische Implementierungsdetails begrenzt.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018670000000000002,
  "triaged_at": "2026-07-02T15:00:52.928046+00:00"
}