{"as_of":"2026-08-08T15:24:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b7fa2a035b0f8667bd0a3384db3601ab36e046055ee783b83490921916ad495e","coverage":[{"denominator":35,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":35,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T15:10:26.703171Z","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":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T18:14:42.038750Z","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":"2026-06-29T00:22:51.890960Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"cited_work":{"arxiv_id":"2509.04460","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2509.04460","snapshot_observed_at":"2026-06-29T00:22:51.890960Z","title":"arXiv preprint arXiv:2509.04460 , year=","venue":null,"work_id":"5a5f58e5-f0ad-44c3-a78a-f9a8d9553b58","year":null},"citing_paper":{"arxiv_id":"2606.00392","last_updated":"2026-05-29T22:19:28Z","snapshot_observed_at":"2026-08-03T01:34:19.517795Z","submitted_at":"2026-05-29T22:19:28Z","title":"Detector-Evasive LLM Paraphrasing via Constrained Policy Optimization","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-06-28T23:05:48.770663Z"},"links":{"cited_paper":"/paper/2509.04460","citing_paper":"/paper/2606.00392"},"observation_digest":"sha256:a7b41785cd34e8805f842dee23ce4e10abc228a9272b4730c5d4af63d7119f66","observation_id":"c2b209ff-39ad-4980-8b06-d74e98df2076","resolution":{"observed_at":"2026-06-29T00:22:51.892292Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2509.04460","snapshot_observed_at":"2026-08-01T18:14:42.038750Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.17382","last_updated":"2026-07-19T18:48:59Z","snapshot_observed_at":"2026-08-07T10:11:51.522478Z","submitted_at":"2026-07-19T18:48:59Z","title":"Team DACTYL at PAN 2026: Bayesian Data Mixing and Empirical X-risk Minimization for AI-text Detection","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-01T18:14:42.038750Z"},"links":{"cited_paper":"/paper/2509.04460","citing_paper":"/paper/2607.17382"},"observation_digest":"sha256:52ae419a39fdb7cc3433bae73e8642fc406782fdfa766b2b5599c32cf7a69d2b","observation_id":"111538ca-f58c-41fd-a098-52b2170a715b","resolution":{"observed_at":"2026-08-01T18:14:42.038750Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2509.04460/citation-record","integrity":"/paper/2509.04460/integrity","json":"/paper/2509.04460/citation-record.json","paper":"/paper/2509.04460"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T15:10:27.419170Z","title":null,"venue":null,"work_id":"639211c7-68a2-442b-b7e6-de0e7f459070","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.526557Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:656297e47aa1bfef9f6710f991c9c266cc5e6d1a4971e9fd9ba597e1eb265099","observation_id":"145b1181-756f-4fa2-b590-b535c41f0da8","resolution":{"observed_at":"2026-08-05T15:10:27.424177Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.401525Z","title":"Please translate the following Chinese peer review into English, paying attention to:","venue":null,"work_id":"e0753a5a-39d2-47aa-a9c9-7acedc24a234","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.532409Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:1b43bbc1819201111485fbec0a55f7882efc4aab64c8ce9286004977fddd135a","observation_id":"2c486bec-bbef-4151-8d23-a12453fa5ec5","resolution":{"observed_at":"2026-08-05T15:10:27.407131Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.13663","last_updated":"2024-12-19T06:32:26Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-18T09:39:44Z","title":"Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.13663","snapshot_observed_at":"2026-08-05T15:10:26.496577Z","title":"arXiv:2412.13663","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.496577Z"},"links":{"cited_paper":"/paper/2412.13663","citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:45141ba0976e6419ec533cc5e9882bb8fce3a9180519ac12c82d01a2635549f4","observation_id":"0561fa76-9afb-435f-bed3-803d5ec8287d","resolution":{"observed_at":"2026-08-05T15:10:26.496577Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.11193","last_updated":"2025-02-16T16:37:34Z","snapshot_observed_at":"2026-08-07T18:14:33.174400Z","submitted_at":"2025-02-16T16:37:34Z","title":"Large Language Models Penetration in Scholarly Writing and Peer Review","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.11193","snapshot_observed_at":"2026-08-05T15:10:26.509967Z","title":"What is said?","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.509967Z"},"links":{"cited_paper":"/paper/2502.11193","citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:4290e8a88d29db3c6507289ab99f5e9234f0c99156c80b89115c4c633a1a4242","observation_id":"282ed34e-96da-4f1a-a157-3d79f7cf8b83","resolution":{"observed_at":"2026-08-05T15:10:26.509967Z","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":"2026-08-05T15:10:27.453898Z","title":null,"venue":null,"work_id":"dd51a0b5-6c19-4f80-99c6-4ec6a3632e05","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.539232Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:bc10d95129c6f95130bac6fd0145daab85c21f9e3dfb4bab1d5dc62fec51bb86","observation_id":"c57ed627-2b2e-4e5c-9d3e-d5343f9cf511","resolution":{"observed_at":"2026-08-05T15:10:27.459030Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.436927Z","title":null,"venue":null,"work_id":"b2499100-ddb8-4eab-9917-4b76a3c7841e","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.546656Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:47498e7363ca666a4ea78ce322e104098b5270fa784d3e64649c1ed61eca3864","observation_id":"28540015-e612-48a9-9123-1f872e21c5ed","resolution":{"observed_at":"2026-08-05T15:10:27.442404Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.378517Z","title":null,"venue":null,"work_id":"fc5a4db6-fdd6-4122-a20b-476c688c1d60","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.552383Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:8b763140b7f7049a809613f1bfe73931bcf2265eda70fbf57b79223fab4856c9","observation_id":"241434e4-9ada-4297-a0ac-7c5378bad1b7","resolution":{"observed_at":"2026-08-05T15:10:27.385452Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.361647Z","title":"Please polish the following peer review","venue":null,"work_id":"a3955f13-d320-470e-b3f9-c6268703e05f","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.558926Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:c66c0a007ae31aab56394c51a08bebca0389fa074e400d2e7a6d1ef465de43f5","observation_id":"cca810b6-7558-4318-9841-b7027ef82500","resolution":{"observed_at":"2026-08-05T15:10:27.367027Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.343955Z","title":null,"venue":null,"work_id":"97d252e0-8fc0-42e4-b377-3d0137532379","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.563980Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:b583cf2390109e1c31343a1a0fb17f9030bdee9cb141e7ed014bc8754f3f41a7","observation_id":"6c8ff6d3-217d-460d-917e-eeb2fdc59220","resolution":{"observed_at":"2026-08-05T15:10:27.349625Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.326249Z","title":null,"venue":null,"work_id":"4b674d85-c98a-42fa-8e88-7987684aba4e","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.569517Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:e0b5d0cd41a836f72b2c8ec2149288d8620a9d916f3f499e5831c96575d6f094","observation_id":"84c8073b-69ff-4e5c-ae67-a70c0065e1d9","resolution":{"observed_at":"2026-08-05T15:10:27.331129Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.308558Z","title":null,"venue":null,"work_id":"e0d264f9-95e0-4fc5-b7ae-d1c9b4b861ed","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.575457Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:57d388196df9deb9910bae53eb01326c160ab7f02b688525193786afc743b094","observation_id":"6c4c2775-af0a-47ff-91ca-359a959bb0e4","resolution":{"observed_at":"2026-08-05T15:10:27.313607Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.291642Z","title":"polished","venue":null,"work_id":"f5822917-0999-44f0-9b3d-f5c32987ce8f","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.581682Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:263cd445b4e9f57235422707a24a0c9e832b890ba59bb996fc3553b9d011b950","observation_id":"6f06319d-0e78-4dbc-bd4f-53f956f51492","resolution":{"observed_at":"2026-08-05T15:10:27.297060Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.238867Z","title":"This includes some sections written by a human and others generated by an AI","venue":null,"work_id":"2fcc5ecf-61e8-451f-8445-d1aad0c32eb6","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.600579Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:f55a70dbb8881b6f636f935d5420cdbd41ce1ec22b61213d2a6af4b7c94313d5","observation_id":"486d31f2-9b82-492d-b960-0084951561bb","resolution":{"observed_at":"2026-08-05T15:10:27.244605Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.274882Z","title":"This includes texts that were later machine-translated or polished by language tools","venue":null,"work_id":"3ce05d04-4501-42ef-9ccb-a0a106769a04","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.606579Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:7c22e31502a34e3266440e9a47a2abab162b4e943c63eaa027312b4b1ca87201","observation_id":"a801d39d-5ab5-4868-bff3-009b3fcf97ce","resolution":{"observed_at":"2026-08-05T15:10:27.280184Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.256149Z","title":"This includes texts that were later edited or ’humanized’ by a person to sound more natural","venue":null,"work_id":"b076150e-2935-4666-841e-705901ffbc2a","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.611650Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:9579f989e134ff766a3c615cbb4fea654f3c04982fd8c290b5c56b5fdcdbbcbe","observation_id":"f2aa9ae8-c524-4cc4-aae0-65defb486a43","resolution":{"observed_at":"2026-08-05T15:10:27.262386Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.221386Z","title":"This includes some sections written by a human and others generated by an AI","venue":null,"work_id":"7efe9ce7-03eb-47fa-9813-1b7151e3e41e","year":2048},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.617576Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:a2e72da17557d0f9fbe70023df4a1461669fa33a95e32942e0e7154aaae36372","observation_id":"6dd0cf0d-899b-45c3-a1bd-d3fc2795c079","resolution":{"observed_at":"2026-08-05T15:10:27.227176Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.203998Z","title":null,"venue":null,"work_id":"b22e47a6-fa68-4afc-8ad3-7394710b85f4","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.624250Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:bedadbaaba04cd6813645d8ece76740dee79a900e1ad0d4bfcba8d6555513316","observation_id":"a3c1f38c-c180-4b3a-8f9b-63140a40759e","resolution":{"observed_at":"2026-08-05T15:10:27.209614Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.186236Z","title":null,"venue":null,"work_id":"33c04f75-f219-496f-a778-c3f4d5e1de4f","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.631183Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:14d3fbb3bcc66225fcb9967d2924b4f2ff5f9e9961e8b26e7a14d25c85f3b859","observation_id":"447ab1ea-d7ba-487e-9c15-f8606b892334","resolution":{"observed_at":"2026-08-05T15:10:27.191468Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.166968Z","title":"Weaknesses:","venue":null,"work_id":"dfefac64-5f08-48ae-b52e-63a9023059a8","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.637055Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:5cc16b72addcb60cc498b7f77fad65c2a6f628d8f9a9d4b46284cd5bf5b2aaa2","observation_id":"17c2cb8d-2c4f-416a-9b8d-b08d6ed995a7","resolution":{"observed_at":"2026-08-05T15:10:27.172794Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.150388Z","title":null,"venue":null,"work_id":"413fa706-466a-4124-a31c-4a78983aef77","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.643446Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:d567b5bddf133aef3c6dc016897fbbb0723517c968a332da4157c803db3a8e1a","observation_id":"4f6603e5-1c48-4c91-b000-7ebb8f5a9ec5","resolution":{"observed_at":"2026-08-05T15:10:27.155610Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.133989Z","title":null,"venue":null,"work_id":"1dd0e3f9-e36f-45ef-bcb9-98f0339bfa8e","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.651214Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:a255b20b0d457846d6b1e8075e0bd63bf6920b95ed5e3602527f1690248f8e98","observation_id":"14184e67-de0e-4bf9-8804-7e64c42d8dc8","resolution":{"observed_at":"2026-08-05T15:10:27.138915Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.117841Z","title":null,"venue":null,"work_id":"4a01fd59-cb9c-4808-bf7d-7387312114d0","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.658432Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:e81eaf3b5e8b31f581ead59e0c1d03f55c67b7f51c4c294aa44b6a272f25d776","observation_id":"c116a180-4b99-40d0-bce2-695b9f7cb883","resolution":{"observed_at":"2026-08-05T15:10:27.122738Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.099687Z","title":null,"venue":null,"work_id":"2fc9f5f4-ef36-4621-a9f0-a1990656b7d5","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.665770Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:ad8202b8a56c892d6d3e654b75360913b2e72bc71958033213b13565be48309f","observation_id":"9ca98a30-5336-42c9-a660-56c9b07fe32f","resolution":{"observed_at":"2026-08-05T15:10:27.105357Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.082774Z","title":"Weaknesses:","venue":null,"work_id":"85103821-3673-4d9f-bacf-7cb12ae46007","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.671286Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:b6675dcff786514c525e77a9540a93506a41c97c7f6c48802dc2699516a1c161","observation_id":"7f500268-40b8-4cde-95af-419744697b0e","resolution":{"observed_at":"2026-08-05T15:10:27.087670Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.065993Z","title":null,"venue":null,"work_id":"83e957c8-553b-4074-bb3e-c319e0da0fd2","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.676445Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:b2930dcef342c60c6c55255f4b7acd66ebaf54958e2525c6a2cf5fc096d08bd4","observation_id":"cacd4c11-d0e7-4311-a2e4-918b2764ffa0","resolution":{"observed_at":"2026-08-05T15:10:27.071469Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.047662Z","title":null,"venue":null,"work_id":"c8971881-fb46-4203-89eb-c3874c8a3327","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.681485Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:addff8baa87c44a2297704a31c25cdc209adfb840310efce2b6474a72d23fd2f","observation_id":"48015597-dcb6-4c35-9c8d-404bfea9352c","resolution":{"observed_at":"2026-08-05T15:10:27.052935Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.030654Z","title":null,"venue":null,"work_id":"55cc4c31-9fd2-4b8f-9738-89494f2a2a4d","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.687081Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:6079e0e1a6eb4b050d83431db5a512034396ce6ef99e4c9da777fad3e8405bdd","observation_id":"6bd21e7a-156b-497a-b697-ce058fc4f24b","resolution":{"observed_at":"2026-08-05T15:10:27.035703Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.012044Z","title":null,"venue":null,"work_id":"fa58090a-280b-4d4c-81d8-8df85ed72999","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.692473Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:90d508ed74bfcd31b14e73115cf76a3c7038566f24ff8d5b88cca817de6a0fd2","observation_id":"1047a981-e4f6-44e5-baec-f06228634606","resolution":{"observed_at":"2026-08-05T15:10:27.017666Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:26.991355Z","title":"Is it possible to extend this approach to the L-infinity norm setting?","venue":null,"work_id":"84b7a7f9-a7af-41b2-8713-080975ecc3fb","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.697930Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:7d6acbd0c71e668af3995261e29bfc4b6fb54d848a76dabc2a58687b4b9f38ce","observation_id":"ce8b6796-41c1-4d7f-b034-00ac285bad50","resolution":{"observed_at":"2026-08-05T15:10:26.997663Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:26.971861Z","title":"Strengths","venue":null,"work_id":"545623ad-856b-48e3-8e8c-c93bb2bd6a81","year":null},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.703171Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:be2c32c2cee6a71e48c4f6c2ab6604dd2c7f9ff34277b756354c1cf104fc4750","observation_id":"f74b1e92-fc00-40f0-a520-09067b321baa","resolution":{"observed_at":"2026-08-05T15:10:26.977753Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.487554Z","title":"Artemova, E.; Lucas, J","venue":null,"work_id":"382c8526-6e76-441a-9361-bd4696d2f6ae","year":2025},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":343,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.470959Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:4db0114ca9d4543c61e57c1a3ddc0aa30a2697d89fc33de3aa4c2400939788b7","observation_id":"163b9359-68e2-49a9-a990-1503591cc73f","resolution":{"observed_at":"2026-08-05T15:10:27.492336Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-05T15:10:27.470836Z","title":"InThe 2023 Conference on Em- pirical Methods in Natural Language Processing","venue":null,"work_id":"a0c9f73b-7520-4fa5-b57c-318a1f3aa305","year":2023},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.502835Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:31b8b77ed54a18f1426c687c1d469863d0cdc414a7e3086648061d6b0db55126","observation_id":"2898ba2a-5762-414a-8147-3b645956f6a9","resolution":{"observed_at":"2026-08-05T15:10:27.476041Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2301.07597","last_updated":"2023-01-18T15:23:25Z","snapshot_observed_at":"2026-08-06T15:39:44.016077Z","submitted_at":"2023-01-18T15:23:25Z","title":"How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2301.07597","snapshot_observed_at":"2026-08-05T15:10:26.483980Z","title":"In Al-Onaizan, Y .; Bansal, M.; and Chen, Y .- N., eds., Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 5081–5099","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.483980Z"},"links":{"cited_paper":"/paper/2301.07597","citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:c5138516da7a70040f282326cb9d5e443ad0163dfdb7fbecf9959e533a10d91f","observation_id":"6ca7deed-49b8-43db-9c2f-583b934492d2","resolution":{"observed_at":"2026-08-05T15:10:26.483980Z","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":"2026-08-05T15:10:26.490653Z","title":"arXiv:2505.14271","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.490653Z"},"links":{"citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:097650483215c9efd5e2a877d44da09b969c489f70c47327130f9bb384621ed8","observation_id":"f3252e7b-af63-4a77-98b1-fbde91f709da","resolution":{"observed_at":"2026-08-05T15:10:26.490653Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.00258","last_updated":"2025-03-01T00:19:13Z","snapshot_observed_at":"2026-08-07T17:38:06.224877Z","submitted_at":"2025-03-01T00:19:13Z","title":"Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text","version":1},"cited_work":{"arxiv_id":"2503.00258","doi":null,"metadata_source":"pith","pith_arxiv_id":"2503.00258","snapshot_observed_at":"2026-08-05T15:10:26.948574Z","title":"Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text","venue":"cs.CL","work_id":"0c6e8216-fdf9-4e87-8f50-f52786fc0207","year":2025},"citing_paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection","version":1},"reference_index":7018,"source":"pdf_text","source_observed_at":"2026-08-05T15:10:26.477102Z"},"links":{"cited_paper":"/paper/2503.00258","citing_paper":"/paper/2509.04460"},"observation_digest":"sha256:1dc514e1857c42bc6c73e99e162934a420bba2c7fb92b32408556880725066a4","observation_id":"68674907-9911-4c9f-8054-29dd45d750dd","resolution":{"observed_at":"2026-08-05T15:10:26.958242Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2509.04460","last_updated":"2025-08-28T06:03:11Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-06T08:36:14.022572Z","submitted_at":"2025-08-28T06:03:11Z","title":"CoCoNUTS: Concentrating on Content while Neglecting Uninformative Textual Styles for AI-Generated Peer Review Detection"},"reference_resolution":{"displayed":35,"state_counts":{"malformed_identifier":1,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":21,"verified_exact":0,"verified_fuzzy":12},"total_outbound_references":35},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2509.04460."}