{
  "video_id": "2606.09595",
  "channel": "cs.IR",
  "title": "Popcorn: A Configurable Benchmark for Visual Evidence in Multimodal Movie Recommendation",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 1.75,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Solide Benchmark-Arbeit mit methodischer Tiefe, aber zu spezialisiert auf Movie-RecSys; schwache Relevanz für Multi-Agent-Systeme und Aria-Core-Ziele.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001716,
  "triaged_at": "2026-06-09T15:01:23.808000+00:00"
}