{
  "video_id": "1a303db3324c4e40",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Can Large Language Models Revolutionize Survey Research? Experiments with Disaster Preparedness Responses",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 2
  },
  "avg_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Rigorose LLM-Eval für Survey-Imputation mit starker Methodologie, aber peripher zu Aria-Kernthemen (Multi-Agent, Memory, Brain-Architektur); praktisch anwendbar für spezifischen Use-Case.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001562,
  "triaged_at": "2026-05-22T15:02:00.256620+00:00"
}