{
  "video_id": "2607.07183",
  "channel": "cs.IR",
  "title": "Granularity in Actoin: Graphing sources for social history",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 0,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.25,
  "effective_score": 1.25,
  "verdict": "skip",
  "one_line_reason": "Solide Domänen-Arbeit (Digital Humanities, Graph-Extraction aus historischen Quellen), aber orthogonal zu Aria-Zielen (Multi-Agent, LLM-Distribution, Memory-Design); keine LLM-Architektur oder Engineering-Insights.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001734,
  "triaged_at": "2026-07-09T15:01:27.810572+00:00"
}