{
  "url": "https://appliedfrontier.nl/en/research/signal-1d6c5c59e46e52b9/",
  "title": "Can we trust LLMs to judge whether a research idea is novel?",
  "published": "2026-10-27",
  "excerpt": "",
  "content_sha256": "9ad8c5a361ac080d79518dcfdb01eb76e80aa5195a4c08a14e06318eb2a8d3f7",
  "extracted_chars": 0,
  "artifact_links": [],
  "extraction_scope": "official_feed_metadata",
  "full_text_available": false,
  "feed_provider": "Hugging Face",
  "id": "signal-1d6c5c59e46e52b9",
  "org": "Hugging Face",
  "topic": "AI models",
  "source_kind": "primary_technical_publication",
  "status": "unreviewed-source-report",
  "analysis_method": "deterministic_research_triage_v2",
  "novelty_verified": false,
  "proof_checked": false,
  "peer_review_verified": false,
  "matched_terms": [
    "AI models"
  ],
  "checked_at": "2026-11-01T12:17:05+00:00",
  "first_seen": "2026-10-31T19:32:55+00:00",
  "source_hash": "cf5bd9ba8caed1f448a79106264341dee4c9a2a2a349daeb68521df1ae678fe0",
  "source_url": "https://huggingface.co/blog/allenai/novelty-bench",
  "language": "en",
  "indexing": "noindex_until_editorially_enriched"
}