{
  "video_id": "2607.01025",
  "channel": "cs.LG",
  "title": "How Much Do RF Drone Benchmarks Overstate? A Controlled Study and Theory of Data Leakage in UAV Signal Identification",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 1,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.25,
  "effective_score": 2.25,
  "verdict": "summary_only",
  "one_line_reason": "Rigorose ML-Methodologie-Kritik (Data-Leakage-Theorie + empirischer Beweis) mit starkem Substanz, aber außerhalb Aria-Kernfokus (RF-Drohnen-Benchmarking statt Multi-Agent/LLM-Patterns).",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.002016,
  "triaged_at": "2026-07-02T15:01:21.470470+00:00"
}