{
  "video_id": "2606.09109",
  "channel": "cs.IR",
  "title": "Driving Video Retrieval for Complex Queries with Structured Grounding",
  "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": "Solides IR-Paper mit praktischem Nutzen fuer Autonomous-Driving-Daten, aber keine direkten Insights zu Multi-Agent-Systemen, LLM-Architektur oder Aria-Brain-Patterns; eher Data-Engineering denn AI-Engineering.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001796,
  "triaged_at": "2026-06-09T15:01:28.482675+00:00"
}