{
  "video_id": "fa1e6aa26324797c",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "PACE: A Neuro-Symbolic Framework for Plausible and Actionable Counterfactual Explanations",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.5,
  "effective_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solide neuro-symbolische XAI-Arbeit mit klarem Ansatz, aber begrenzte Relevanz für Multi-Agent-Systeme und Aria-Kernziele; Implementierungsdetails fehlen.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001855,
  "triaged_at": "2026-07-03T15:01:41.052033+00:00"
}