{"as_of":"2026-08-15T07:30:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d035c33c6951af782669db5ad6c76a55defe6be6e9bb620fe7d3ef3be9f44453","coverage":[{"denominator":33,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":33,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T19:57:43.570308Z","state":"measured"},{"denominator":37,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":37,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+00:00","state":"measured"},{"denominator":4,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":4,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T19:16:12.564222Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-19T05:17:06.411970Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.10415","snapshot_observed_at":"2026-08-10T19:16:12.564222Z","title":", & author Watanabe, N","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.10326","last_updated":"2025-06-24T16:45:26Z","snapshot_observed_at":"2026-08-14T09:42:45.777604Z","submitted_at":"2025-01-17T17:56:58Z","title":"Large language models for automated scholarly paper review: A survey","version":2},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-10T19:16:12.564222Z"},"links":{"cited_paper":"/paper/2412.10415","citing_paper":"/paper/2501.10326"},"observation_digest":"sha256:3f3eea6a8e5fe7e0962d3bfb5df3fcc930d66ec7e9d0d57bf998f42227fad484","observation_id":"9c494b58-13f1-464c-9190-03a94830a085","resolution":{"observed_at":"2026-08-10T19:16:12.564222Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.10415","snapshot_observed_at":"2026-08-06T22:22:39.525834Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.21805","last_updated":"2025-06-26T23:11:42Z","snapshot_observed_at":"2026-08-14T19:41:21.659275Z","submitted_at":"2025-06-26T23:11:42Z","title":"CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-06T22:22:39.525834Z"},"links":{"cited_paper":"/paper/2412.10415","citing_paper":"/paper/2506.21805"},"observation_digest":"sha256:cd12f289b280d51e126e57941d52049943a076c703b4a431a6a767c5b207e0b6","observation_id":"6159d647-7105-4d7c-8b40-62d7266365b7","resolution":{"observed_at":"2026-08-06T22:22:39.525834Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"cited_work":{"arxiv_id":"2412.10415","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.10415","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Generative adversarial reviews: When llms become the critic","venue":null,"work_id":"74bd61ed-1df1-40f1-a260-c20b87427504","year":2024},"citing_paper":{"arxiv_id":"2507.11810","last_updated":"2026-05-11T19:19:50Z","snapshot_observed_at":"2026-08-13T03:38:01.598933Z","submitted_at":"2025-07-16T00:11:01Z","title":"Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-19T05:15:49.513101Z"},"links":{"cited_paper":"/paper/2412.10415","citing_paper":"/paper/2507.11810"},"observation_digest":"sha256:ddb57fd7cb1588cdf3e1980c37bd5494e64011617edd159a965579b95fc56210","observation_id":"ba483e3f-61eb-4e10-9ff1-cd376ec7fb2d","resolution":{"observed_at":"2026-05-19T05:17:06.414238Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"cited_work":{"arxiv_id":"2412.10415","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.10415","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Generative adversarial reviews: When llms become the critic","venue":null,"work_id":"74bd61ed-1df1-40f1-a260-c20b87427504","year":2024},"citing_paper":{"arxiv_id":"2604.27228","last_updated":"2026-04-29T21:50:28Z","snapshot_observed_at":"2026-08-14T09:04:20.162350Z","submitted_at":"2026-04-29T21:50:28Z","title":"When Roles Fail: Epistemic Constraints on Advocate Role Fidelity in LLM-Based Political Statement Analysis","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-07T08:52:10.092292Z"},"links":{"cited_paper":"/paper/2412.10415","citing_paper":"/paper/2604.27228"},"observation_digest":"sha256:b5b62fb9a1f78563b90446a9abdaab95abf33392ba7d1b19bb906227a24aeba7","observation_id":"a90a08ad-ee2f-4fab-bb58-3462b974c27f","resolution":{"observed_at":"2026-05-12T09:56:26.636179Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2412.10415/citation-record","integrity":"/paper/2412.10415/integrity","json":"/paper/2412.10415/citation-record.json","paper":"/paper/2412.10415"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2309.17234","last_updated":"2024-06-10T14:43:34Z","snapshot_observed_at":"2026-08-13T10:02:15.864086Z","submitted_at":"2023-09-29T13:33:06Z","title":"Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.17234","snapshot_observed_at":"2026-08-11T19:57:43.432928Z","title":"Llm- deliberation: Evaluating llms with interactive multi-agent negotiation games","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.432928Z"},"links":{"cited_paper":"/paper/2309.17234","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:d42d0fd089a27666e1ee0fa14fb314fa017e82b3062ad98e68d9f5b76a5cebaf","observation_id":"7bf7c1ee-cccb-4fca-bfc4-b5cc611613c0","resolution":{"observed_at":"2026-08-11T19:57:43.432928Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:57:44.011995Z","title":"Accessed: 2024-10-25","venue":null,"work_id":"6f80676f-703e-4085-a606-a56f57d75630","year":2024},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.442986Z"},"links":{"citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:dbfad3e97784636f3d4c469662528d19e9513d2625aa0d740506952904350f1f","observation_id":"17ec3756-8e33-4453-86c7-318fe5c5a250","resolution":{"observed_at":"2026-08-11T19:57:44.015950Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.11239","last_updated":"2024-10-02T11:07:14Z","snapshot_observed_at":"2026-08-12T22:43:10.459020Z","submitted_at":"2024-09-17T14:40:02Z","title":"LLM-as-a-Judge & Reward Model: What They Can and Cannot Do","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.11239","snapshot_observed_at":"2026-08-11T19:57:43.451182Z","title":"under review","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.451182Z"},"links":{"cited_paper":"/paper/2409.11239","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:d43d95b49e69e8f8265cb4d73b6f624368e8a58f1fd887bd9f51413fce21a67e","observation_id":"ec2c31c8-288c-4924-b0d2-7fbab008df24","resolution":{"observed_at":"2026-08-11T19:57:43.451182Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2004.05150","last_updated":"2020-12-02T17:52:35Z","snapshot_observed_at":"2026-07-31T17:17:17.205582Z","submitted_at":"2020-04-10T17:54:09Z","title":"Longformer: The Long-Document Transformer","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2004.05150","snapshot_observed_at":"2026-08-11T19:57:43.459918Z","title":"Longformer: The long-document transformer","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.459918Z"},"links":{"cited_paper":"/paper/2004.05150","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:a944de6dc8229bb30dd30fc6b3726f7622b87e155138a60d4209707860081224","observation_id":"dbd526e8-b619-4588-ba7d-56b8b52d89ef","resolution":{"observed_at":"2026-08-11T19:57:43.459918Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.01937","last_updated":"2023-05-03T07:28:50Z","snapshot_observed_at":"2026-08-13T11:50:17.843572Z","submitted_at":"2023-05-03T07:28:50Z","title":"Can Large Language Models Be an Alternative to Human Evaluations?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.01937","snapshot_observed_at":"2026-08-11T19:57:43.472128Z","title":"Can large language models be an alternative to human evalu- ations? arXiv preprint arXiv:2305.01937,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.472128Z"},"links":{"cited_paper":"/paper/2305.01937","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:9f26660c08ec3a6f21549b7ebd2e92450171fe55e0cdebf4201b8396523f987d","observation_id":"803fb350-3e91-419d-bb69-400314a11faf","resolution":{"observed_at":"2026-08-11T19:57:43.472128Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.17146","last_updated":"2024-12-05T14:28:40Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-09-25T17:59:51Z","title":"Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.17146","snapshot_observed_at":"2026-08-11T19:57:43.476690Z","title":"Molmo and pixmo: Open weights and open data for state-of-the-art multimodal models","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.476690Z"},"links":{"cited_paper":"/paper/2409.17146","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:af08f38fa6986d12a93d1af1ff6e0acf5690eeb03c4c17fd605c59d6c7448306","observation_id":"8fac184e-8b94-4e11-817b-0f92d92cda11","resolution":{"observed_at":"2026-08-11T19:57:43.476690Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.16130","last_updated":"2025-02-19T10:49:41Z","snapshot_observed_at":"2026-07-06T18:05:11.700127Z","submitted_at":"2024-04-24T18:38:11Z","title":"From Local to Global: A Graph RAG Approach to Query-Focused Summarization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.16130","snapshot_observed_at":"2026-08-11T19:57:43.480739Z","title":"From local to global: A graph rag approach to query-focused summariza- tion","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.480739Z"},"links":{"cited_paper":"/paper/2404.16130","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:4bd628a7a85efdd7b9aa00ab641a669a543e028251a4396b5379baa3559debc1","observation_id":"4fcc2eae-3301-46a2-88cb-da705f53a39d","resolution":{"observed_at":"2026-08-11T19:57:43.480739Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.14984","last_updated":"2025-06-03T23:11:27Z","snapshot_observed_at":"2026-08-14T01:38:08.101098Z","submitted_at":"2023-07-27T16:24:56Z","title":"S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.14984","snapshot_observed_at":"2026-08-11T19:57:43.484633Z","title":"doi: 10.1162/coli a 00524","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.484633Z"},"links":{"cited_paper":"/paper/2307.14984","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:e85d91aafdd1506e2dfb0650d452bd66225e31e13a535d852c267309223528db","observation_id":"3b1d9e86-6b4c-4ecf-ab2c-c95278303ea1","resolution":{"observed_at":"2026-08-11T19:57:43.484633Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-08-13T17:20:44.002518Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-08-11T19:57:43.489043Z","title":"Samir Haffar, Fateh Bazerbachi, and M","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.489043Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:e62fbc557bd31f8cf9ea3a80f29c68ed224d307e93dfc18569cedb4288b372d7","observation_id":"ef6eb9cd-d183-4d55-b752-855913948e34","resolution":{"observed_at":"2026-08-11T19:57:43.489043Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.12708","last_updated":"2026-05-10T21:28:38Z","snapshot_observed_at":"2026-08-15T04:02:06.943792Z","submitted_at":"2024-06-18T15:22:12Z","title":"AgentReview: Exploring Peer Review Dynamics with LLM Agents","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.12708","snapshot_observed_at":"2026-08-11T19:57:43.492834Z","title":"Agentreview: Exploring academic peer review with llm agents","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.492834Z"},"links":{"cited_paper":"/paper/2406.12708","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:452da3e5112a5b1ca5c003def9ad4602ff3918438e5a380d4a33d116b1da2ca0","observation_id":"cae3437b-f227-4e37-9354-fef87fe40726","resolution":{"observed_at":"2026-08-11T19:57:43.492834Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.12871","last_updated":"2024-12-31T07:56:13Z","snapshot_observed_at":"2026-08-15T00:44:11.457620Z","submitted_at":"2023-09-22T13:52:42Z","title":"AnglE-optimized Text Embeddings","version":9},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.12871","snapshot_observed_at":"2026-08-11T19:57:43.497048Z","title":"Angle-optimized text embeddings","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.497048Z"},"links":{"cited_paper":"/paper/2309.12871","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:5b2e2fb35f702502a33231fff7387f7350bfb0d5d6939ef20d802d1009a51f07","observation_id":"48da829c-9848-44e4-a669-8331a177b6fb","resolution":{"observed_at":"2026-08-11T19:57:43.497048Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.16960","last_updated":"2023-10-28T09:02:39Z","snapshot_observed_at":"2026-08-13T11:32:24.468541Z","submitted_at":"2023-05-26T14:17:36Z","title":"Training Socially Aligned Language Models on Simulated Social Interactions","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.16960","snapshot_observed_at":"2026-08-11T19:57:43.501024Z","title":"Training socially aligned language models in simulated human society.arXiv preprint arXiv:2305.16960, 2023a","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.501024Z"},"links":{"cited_paper":"/paper/2305.16960","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:efacf201d5879c0f887d5078ac0ac944d5c5e27b0860ec397bc9938e7bdc73c5","observation_id":"32ad352f-8dd6-4200-a0bb-e6548aca3b79","resolution":{"observed_at":"2026-08-11T19:57:43.501024Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.08414","last_updated":"2024-11-02T22:34:31Z","snapshot_observed_at":"2026-08-12T23:44:21.284754Z","submitted_at":"2024-06-12T16:58:41Z","title":"Discovering Preference Optimization Algorithms with and for Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.08414","snapshot_observed_at":"2026-08-11T19:57:43.505017Z","title":"Multi-modal molecule structure–text model for text-based retrieval and editing","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.505017Z"},"links":{"cited_paper":"/paper/2406.08414","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:b65cea44a45943bcc2229f3aada8fc3aeec6cacde6fa1e319d637a54f7050564","observation_id":"2d271b4a-3c8c-409d-bf85-28a0028bfbb2","resolution":{"observed_at":"2026-08-11T19:57:43.505017Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-11T19:57:43.509552Z","title":"Joon Sung Park, Joseph O’Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, and Michael S Bernstein","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.509552Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:9fb06d00c11b2745f0636b59f686e19fb4ea35d68dc74b29b71f53215ac92a5f","observation_id":"14520934-e7fb-4ae3-8bc6-33d8631ee8b6","resolution":{"observed_at":"2026-08-11T19:57:43.509552Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.05492","last_updated":"2023-06-16T23:11:06Z","snapshot_observed_at":"2026-08-13T11:14:58.069265Z","submitted_at":"2023-06-16T23:11:06Z","title":"GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.05492","snapshot_observed_at":"2026-08-11T19:57:43.513263Z","title":"Gpt4 is slightly helpful for peer-review assistance: A pilot study.arXiv preprint arXiv:2307.05492,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.513263Z"},"links":{"cited_paper":"/paper/2307.05492","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:8e1a96bbd39beea596d2cbd9e89761a1137f683679aba69c1a7d420f1bdb4776","observation_id":"9fb9b98d-813e-41c0-9e74-52d25c7b5e43","resolution":{"observed_at":"2026-08-11T19:57:43.513263Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.00105","last_updated":"2022-09-30T21:53:57Z","snapshot_observed_at":"2026-08-13T14:15:04.026630Z","submitted_at":"2022-09-30T21:53:57Z","title":"A Decade of Knowledge Graphs in Natural Language Processing: A Survey","version":1},"cited_work":{"arxiv_id":"2210.00105","doi":null,"metadata_source":"pith","pith_arxiv_id":"2210.00105","snapshot_observed_at":"2026-08-11T19:57:43.747363Z","title":"A Decade of Knowledge Graphs in Natural Language Processing: A Survey","venue":"cs.CL","work_id":"ac332543-37df-40a0-9e2a-f18159d97efc","year":2022},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.517373Z"},"links":{"cited_paper":"/paper/2210.00105","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:8e900ec7535d72409d6d3a0eb7f212aec727e04027a5f77b99632093cbd209ea","observation_id":"9ee05915-371e-4bce-94e4-2793e3a8db90","resolution":{"observed_at":"2026-08-11T19:57:43.753884Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:57:43.971204Z","title":"Real ml: Recognizing, exploring, and articulating limitations of machine learning research","venue":null,"work_id":"59899dd8-74b6-4997-a9ff-758a889c759f","year":2022},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.522102Z"},"links":{"citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:b941ed6b54c27af06fcda6d951819e4409a5e1465b7b3912d3eb6438a8e09f7c","observation_id":"aed829b3-56a3-48a2-af59-79251e6d9965","resolution":{"observed_at":"2026-08-11T19:57:43.975831Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.09403","last_updated":"2025-05-27T03:47:05Z","snapshot_observed_at":"2026-08-14T23:10:46.170612Z","submitted_at":"2024-10-12T07:16:22Z","title":"Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.09403","snapshot_observed_at":"2026-08-11T19:57:43.526813Z","title":"Two heads are better than one: A multi-agent system has the potential to improve scientific idea generation","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.526813Z"},"links":{"cited_paper":"/paper/2410.09403","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:dc8769d5dd638f907fea4fb7ef1c22d9d0a92bac8c71d3be5d0e52d09eef1f4d","observation_id":"6f28f86b-0b9d-4bd7-8193-5025ac86f591","resolution":{"observed_at":"2026-08-11T19:57:43.526813Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.05688","last_updated":"2024-06-09T08:24:17Z","snapshot_observed_at":"2026-08-12T23:47:06.351105Z","submitted_at":"2024-06-09T08:24:17Z","title":"Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.05688","snapshot_observed_at":"2026-08-11T19:57:43.531626Z","title":"Peer review as a multi-turn and long-context dialogue with role-based interactions","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.531626Z"},"links":{"cited_paper":"/paper/2406.05688","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:6792dd6e47abcc0306d90549e6ac05079bcf957ae59d8931622ded3716db8253","observation_id":"6c2ad7a6-cdfe-44bb-9565-c128fa03d0ac","resolution":{"observed_at":"2026-08-11T19:57:43.531626Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2209.14734","last_updated":"2023-05-23T10:32:08Z","snapshot_observed_at":"2026-08-13T14:17:01.634903Z","submitted_at":"2022-09-29T12:55:03Z","title":"DiGress: Discrete Denoising diffusion for graph generation","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2209.14734","snapshot_observed_at":"2026-08-11T19:57:43.544318Z","title":"Digress: Discrete denoising diffusion for graph generation","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.544318Z"},"links":{"cited_paper":"/paper/2209.14734","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:d1c58047fb5fe3645b298637f7dfebb8ca6b4136605657d01972d0184f764fa4","observation_id":"d59f5011-28bd-4ad3-84ba-285be432a115","resolution":{"observed_at":"2026-08-11T19:57:43.544318Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.14259","last_updated":"2024-06-03T21:15:28Z","snapshot_observed_at":"2026-08-13T11:35:20.696797Z","submitted_at":"2023-05-23T17:12:08Z","title":"SciMON: Scientific Inspiration Machines Optimized for Novelty","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.14259","snapshot_observed_at":"2026-08-11T19:57:43.548352Z","title":"Scimon: Scientific inspiration machines optimized for novelty","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.548352Z"},"links":{"cited_paper":"/paper/2305.14259","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:522c47e03dda4dde7dbe764d8c56b9638d0a61aa86945d182e8969cb3140f3ca","observation_id":"f2b5d609-0168-4c87-b30f-9516cc4b7579","resolution":{"observed_at":"2026-08-11T19:57:43.548352Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.07864","last_updated":"2023-09-19T08:29:18Z","snapshot_observed_at":"2026-08-09T18:54:02.679174Z","submitted_at":"2023-09-14T17:12:03Z","title":"The Rise and Potential of Large Language Model Based Agents: A Survey","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.07864","snapshot_observed_at":"2026-08-11T19:57:43.557342Z","title":"The rise and potential of large language model based agents: A survey","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.557342Z"},"links":{"cited_paper":"/paper/2309.07864","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:2d31a58ec20c549036e69c40bfc0b5fe61acc2d53c4ef426c5ad873868ef288f","observation_id":"58032e1d-0b72-4ea0-a511-b4857bd96dbc","resolution":{"observed_at":"2026-08-11T19:57:43.557342Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:57:43.958813Z","title":"Is your paper being re- viewed by an LLM? investigating AI text detectability in peer review","venue":null,"work_id":"937f042c-cacd-4f80-bc40-91fe80695f5b","year":2024},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.561755Z"},"links":{"citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:993b31165a523261667dbaac51c17372593afa3ff1e9f38394b98cf33f7d45a1","observation_id":"c5d0630f-a634-4aed-8d76-b64e6d7cf10b","resolution":{"observed_at":"2026-08-11T19:57:43.963106Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.07984","last_updated":"2023-10-12T02:17:59Z","snapshot_observed_at":"2026-08-13T05:51:02.146607Z","submitted_at":"2023-10-12T02:17:59Z","title":"Large Language Models for Scientific Synthesis, Inference and Explanation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.07984","snapshot_observed_at":"2026-08-11T19:57:43.566063Z","title":"Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh TN Nguyen, Lauren T May, Geoffrey I Webb, and Shirui Pan","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.566063Z"},"links":{"cited_paper":"/paper/2310.07984","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:fceeac78db9358761cd1c65e3ac7a10f51a748da6bc2a8aaa6e5ef47b8c2f85c","observation_id":"b4d88272-56eb-44fa-bbc4-c6611281252b","resolution":{"observed_at":"2026-08-11T19:57:43.566063Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.03514","last_updated":"2024-02-26T17:16:12Z","snapshot_observed_at":"2026-08-13T12:04:05.783511Z","submitted_at":"2023-04-12T17:33:28Z","title":"Can Large Language Models Transform Computational Social Science?","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.03514","snapshot_observed_at":"2026-08-11T19:57:43.570308Z","title":"Can large language models transform computational social science? arXiv preprint arXiv:2305.03514 ,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.570308Z"},"links":{"cited_paper":"/paper/2305.03514","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:5f130129f80ca27e249f19a8b902366f0d737f4b6e77694f2ef32c4ce70b7ef4","observation_id":"1a53577f-6e02-4ca5-9406-85dceb258894","resolution":{"observed_at":"2026-08-11T19:57:43.570308Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.05984","last_updated":"2023-10-05T18:26:06Z","snapshot_observed_at":"2026-08-15T03:24:08.274512Z","submitted_at":"2023-10-05T18:26:06Z","title":"Simulating Social Media Using Large Language Models to Evaluate Alternative News Feed Algorithms","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.05984","snapshot_observed_at":"2026-08-11T19:57:43.535820Z","title":"Simulating social me- dia using large language models to evaluate alternative news feed algorithms","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.535820Z"},"links":{"cited_paper":"/paper/2310.05984","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:2e3b7d015612ef7474cca08d5381cdb7fafc5a8aa36c692defb42dfe37144210","observation_id":"aa972d14-d0c8-4e4f-9150-a78f13e99649","resolution":{"observed_at":"2026-08-11T19:57:43.535820Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:57:43.446841Z","title":"Anonymous","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":2018,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.446841Z"},"links":{"citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:38daeddc5cfaaa14f3aac92016a59b50fb96fe1f1c2de6b8601e638eee71dfd3","observation_id":"1a2a70cb-7273-40b2-b1b0-f6c8f3662d19","resolution":{"observed_at":"2026-08-11T19:57:43.446841Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.10365","last_updated":"2024-08-19T19:10:38Z","snapshot_observed_at":"2026-08-14T14:52:08.591840Z","submitted_at":"2024-08-19T19:10:38Z","title":"AI-Driven Review Systems: Evaluating LLMs in Scalable and Bias-Aware Academic Reviews","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.10365","snapshot_observed_at":"2026-08-11T19:57:43.540037Z","title":"Ai-driven review systems: Evaluating llms in scalable and bias-aware academic reviews","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.540037Z"},"links":{"cited_paper":"/paper/2408.10365","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:9a6d2f1564f3dce4298d17412a66e3856b4dab25306e596f1ee40fc17abd3a0e","observation_id":"2fcbb12e-4b57-4951-ab5c-7af3508cb179","resolution":{"observed_at":"2026-08-11T19:57:43.540037Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:57:43.999697Z","title":"The neurips 2021 consistency experiment,","venue":null,"work_id":"196d5ea4-7ea1-417e-874d-6c8dcea4e9dc","year":2021},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.464176Z"},"links":{"citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:30c381eb860fcda653f019a3df899d653c18cb729aed14142882abf198e89c2a","observation_id":"84c7d666-a7a0-4eca-b2c4-17e327a92bac","resolution":{"observed_at":"2026-08-11T19:57:44.003778Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:57:43.985319Z","title":"Abeba Birhane, Pratyusha Kalluri, Dallas Card, William Agnew, Ravit Dotan, and Michelle Bao","venue":null,"work_id":"657cf669-0a66-4655-a62d-eda55c80296c","year":2021},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.468052Z"},"links":{"citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:7a2955d9a88edfbd465ae875aa6a7b1ae9a2b5407d0c907812f105b1fa9539d6","observation_id":"4c38e029-185d-4bc9-a827-3620f3832fd6","resolution":{"observed_at":"2026-08-11T19:57:43.989609Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.08155","last_updated":"2023-10-03T20:47:10Z","snapshot_observed_at":"2026-08-08T22:28:26.004138Z","submitted_at":"2023-08-16T05:57:52Z","title":"AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.08155","snapshot_observed_at":"2026-08-11T19:57:43.552936Z","title":"Autogen: Enabling next-gen llm applications via multi- agent conversation framework","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.552936Z"},"links":{"cited_paper":"/paper/2308.08155","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:bdc50dc6c93442ef7a7cc8f087a47b8cffb028362017753f956a079212530090","observation_id":"7f184e76-75ba-4f6a-880e-a0d7936e3a71","resolution":{"observed_at":"2026-08-11T19:57:43.552936Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.07738","last_updated":"2025-02-09T08:15:44Z","snapshot_observed_at":"2026-08-13T00:32:41.539151Z","submitted_at":"2024-04-11T13:36:29Z","title":"ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.07738","snapshot_observed_at":"2026-08-11T19:57:43.455382Z","title":"Researchagent: Iterative research idea generation over scientific literature with large language models","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.455382Z"},"links":{"cited_paper":"/paper/2404.07738","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:08a4a25b0b7eded4e7727b47ff57fc63284547181a012dfb90ebe9caaac4e958","observation_id":"c65fff43-b415-43fa-be27-7f60535f00c5","resolution":{"observed_at":"2026-08-11T19:57:43.455382Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.16867","last_updated":"2025-05-07T12:44:45Z","snapshot_observed_at":"2026-08-15T07:16:12.712053Z","submitted_at":"2023-05-26T12:17:59Z","title":"Playing repeated games with Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.16867","snapshot_observed_at":"2026-08-11T19:57:43.438056Z","title":"Playing repeated games with large language models","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-11T19:57:43.438056Z"},"links":{"cited_paper":"/paper/2305.16867","citing_paper":"/paper/2412.10415"},"observation_digest":"sha256:e59e7ce2e92b3ee2b692e4c50217c2f5b81f0567705fb97c6d6312337d288f0d","observation_id":"de47089a-9995-4114-a702-ecacfe2831d3","resolution":{"observed_at":"2026-08-11T19:57:43.438056Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2412.10415","last_updated":"2024-12-09T06:58:17Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-14T21:58:41.621233Z","submitted_at":"2024-12-09T06:58:17Z","title":"Generative Adversarial Reviews: When LLMs Become the Critic"},"reference_resolution":{"displayed":33,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":26,"verified_exact":1,"verified_fuzzy":5},"total_outbound_references":33},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 4 inbound Pith citation observations for arXiv:2412.10415."}