{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:3N6E624KNFL6JY47XLM5P7NGVF","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"f35e7ec20f02be742cddceca0182dd379503191421b2ae1b63459d5bbf7b9dbc","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2024-05-03T14:56:43Z","title_canon_sha256":"2476513906d3f2e0c94b506f23c4599459868e1a65b7564d7afc51576e8a8c6f"},"schema_version":"1.0","source":{"id":"2405.02150","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.02150","created_at":"2026-07-05T08:15:07Z"},{"alias_kind":"arxiv_version","alias_value":"2405.02150v1","created_at":"2026-07-05T08:15:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.02150","created_at":"2026-07-05T08:15:07Z"},{"alias_kind":"pith_short_12","alias_value":"3N6E624KNFL6","created_at":"2026-07-05T08:15:07Z"},{"alias_kind":"pith_short_16","alias_value":"3N6E624KNFL6JY47","created_at":"2026-07-05T08:15:07Z"},{"alias_kind":"pith_short_8","alias_value":"3N6E624K","created_at":"2026-07-05T08:15:07Z"}],"graph_snapshots":[{"event_id":"sha256:6bde5f4dd532205ebc1fa0e461d815770023e0e5aa41ad48d4bf7673be44a5f7","target":"graph","created_at":"2026-07-05T08:15:07Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2405.02150/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Journals and conferences worry that peer reviews assisted by artificial intelligence (AI), in particular, large language models (LLMs), may negatively influence the validity and fairness of the peer-review system, a cornerstone of modern science. In this work, we address this concern with a quasi-experimental study of the prevalence and impact of AI-assisted peer reviews in the context of the 2024 International Conference on Learning Representations (ICLR), a large and prestigious machine-learning conference. Our contributions are threefold. Firstly, we obtain a lower bound for the prevalence ","authors_text":"Giuseppe Russo Latona, Manoel Horta Ribeiro, Robert West, Tim R. Davidson, Veniamin Veselovsky","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2024-05-03T14:56:43Z","title":"The AI Review Lottery: Widespread AI-Assisted Peer Reviews Boost Paper Scores and Acceptance Rates"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.02150","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:253c2ddae72c87f5a16903e5f536bdd229ba39d1220aa0bc3882f339a1195857","target":"record","created_at":"2026-07-05T08:15:07Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"f35e7ec20f02be742cddceca0182dd379503191421b2ae1b63459d5bbf7b9dbc","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CY","submitted_at":"2024-05-03T14:56:43Z","title_canon_sha256":"2476513906d3f2e0c94b506f23c4599459868e1a65b7564d7afc51576e8a8c6f"},"schema_version":"1.0","source":{"id":"2405.02150","kind":"arxiv","version":1}},"canonical_sha256":"db7c4f6b8a6957e4e39fbad9d7fda6a9543014d79f04a1c1173429133ca6548b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"db7c4f6b8a6957e4e39fbad9d7fda6a9543014d79f04a1c1173429133ca6548b","first_computed_at":"2026-07-05T08:15:07.442592Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:15:07.442592Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"a129hZfGxp9BBs0JEGfoaAlb9nzKEko1D1GarwzBJT3d5K5vZTF5GSANr6aPvisoiQFu4WmahJcaH5U6dS2sDw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:15:07.442982Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.02150","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:253c2ddae72c87f5a16903e5f536bdd229ba39d1220aa0bc3882f339a1195857","sha256:6bde5f4dd532205ebc1fa0e461d815770023e0e5aa41ad48d4bf7673be44a5f7"],"state_sha256":"2232809b3d0f25d862ace802bdfa6a0f470e45699158828f773cfce9bb1a6ccf"}