{
  "video_id": "43b1cabafb40c2ec",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "From Explicit Elements to Implicit Intent: A Predefined Library for Auditable Behavioral Inference",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 2
  },
  "junk_penalty": 1,
  "avg_score": 1.75,
  "effective_score": 1.25,
  "verdict": "skip",
  "one_line_reason": "Solide Engineering für E-Commerce-Intent-Inference mit Auditability-Focus, aber Domain-spezifisch (OSPI), marginale LLM-Agent-Relevanz für Aria, leichte Hype-Sprache ('SemantiClean', Marketing-Framing) ohne kritische Schwächen.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001968,
  "triaged_at": "2026-06-11T15:02:07.419805+00:00"
}