{
  "video_id": "2607.06452",
  "channel": "cs.AI",
  "title": "From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Multi-Agent-Pattern mit question-type-spezifischem Routing, starke Aria-Relevanz (Agent-Collaboration, Eval-Setup, Evidence-Aggregation), saubere Substanz ohne Hype.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001809,
  "triaged_at": "2026-07-08T15:00:16.800862+00:00"
}