{
  "video_id": "2e55c3f01e01c81b",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Towards Verifiable Agentic Data Science: Solving Irregular TSQA Via Tool-Grounded Reasoning",
  "scores": {
    "depth": 2,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Hochrelevanter Benchmark für Agent-Reasoning unter Real-World-Bedingungen (irregular time series), starke Novelty, saubere Substanz, direkt für Aria-Eval-Setup nutzbar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001712,
  "triaged_at": "2026-06-16T15:03:16.442841+00:00"
}