{
  "video_id": "2606.04550",
  "channel": "cs.IR",
  "title": "Trading Engagement for Sustainability: Carbon-Aware Re-ranking for E-commerce Recommendations",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 0,
    "production_ready": 2
  },
  "avg_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solide IR/RecSys-Arbeit mit klarem Methodology-Setup (PCF-Inferenz + Re-ranking), aber zero Aria-Relevance (kein Multi-Agent, Memory, LLM-Distribution, Brain-Arch); avg=1.5 erfüllt threshold knapp.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018650000000000001,
  "triaged_at": "2026-06-04T15:02:10.969212+00:00"
}