{
  "video_id": "a8bdc928e18a0a8a",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Exit-and-Join Dynamics for Decentralized Coalition Formation",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.75,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Solid game-theoretic framework for decentralized coalition dynamics with Lyapunov analysis, but lacks concrete multi-agent systems application and implementation guidance for Aria's distributed architectures.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001617,
  "triaged_at": "2026-06-19T15:03:29.644935+00:00"
}