{
 "id": "siddharthmb/multiagent-verification-failure-modes",
 "owner": "siddharthmb",
 "name": "multiagent-verification-failure-modes",
 "downloads": 108,
 "likes": 0,
 "last_modified": "2026-07-21T21:49:57.000Z",
 "stated_licence": "cc-by-nc-4.0",
 "stated_from": "tag",
 "licence_name": null,
 "licence_link": null,
 "file_licence": null,
 "licence_files": [],
 "sources": [],
 "gated": false,
 "tasks": [],
 "citation": "**CC BY-NC 4.0** (non-commercial). Episode transcripts embed retrieved passages\nfrom the AVeriTeC knowledge stores, which are released under CC BY-NC 4.0:\n\n- AVeriTeC: Schlichtkrull, Guo & Vlachos (2023),\n  \"AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web\"\n  (NeurIPS 2023 Datasets & Benchmarks).\n- Retrieval follows the HerO pipeline: Yoon et al. (2024),\n  [ssu-humane/HerO](https://github.com/ssu-humane/HerO) (CC BY-NC 4.0).\n\nModel outputs were generated with Qwen3-8B / Qwen3-32B (Apache 2.0) and\nClaude Opus 4.8.",
 "signal": "restrictive",
 "reason": "The declared licence (cc-by-nc-4.0) is classified as having use restrictions.",
 "revision": "8dc7723bfd708a4c8e90d957e57a1e281534328f",
 "stated_evidence": "https://huggingface.co/datasets/siddharthmb/multiagent-verification-failure-modes/blob/8dc7723bfd708a4c8e90d957e57a1e281534328f/README.md",
 "file_evidence": "https://huggingface.co/datasets/siddharthmb/multiagent-verification-failure-modes/tree/8dc7723bfd708a4c8e90d957e57a1e281534328f",
 "card_nc": false
}