{
  "video_id": "2607.01131",
  "channel": "cs.AI",
  "title": "Autonomous Scientific Discovery via Iterative Meta-Reflection",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Second-order meta-reflection + iterative hypothesis validation = direct Multi-Agent + Memory-Design pattern; statistically grounded, benchmark-evaluated, zero hype.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.00173,
  "triaged_at": "2026-07-02T15:00:27.789262+00:00"
}