{"as_of":"2026-08-13T00:23:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:65977c81008bfe8f5ee6682d8cafb83beddafccc354d828a6256d5435b35c4b0","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":11,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":11,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-12T06:34:41.77262+00:00","state":"measured"},{"denominator":11,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":11,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T17:52:26.312395Z","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":"2026-05-16T23:08:39.474620Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-08-11T16:53:52.837909Z","title":"& Boner, Z.: Amazing things come from having many good models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.09712","last_updated":"2024-12-12T20:14:45Z","snapshot_observed_at":"2026-08-12T05:43:48.868249Z","submitted_at":"2024-12-12T20:14:45Z","title":"Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-11T16:53:52.837909Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2412.09712"},"observation_digest":"sha256:0560c83619164df98b9f5bae51e7d50cc10bf6f9f36df27fcfbaf90acf37771b","observation_id":"a963a238-0e2f-4a39-bd6f-20cd256c552f","resolution":{"observed_at":"2026-08-11T16:53:52.837909Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-08-11T05:04:04.028141Z","title":"Amazing things come from having many good models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.18138","last_updated":"2025-03-24T16:25:45Z","snapshot_observed_at":"2026-08-12T09:17:18.115681Z","submitted_at":"2024-12-24T03:49:48Z","title":"What Constitutes a Less Discriminatory Algorithm?","version":2},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-11T05:04:04.028141Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2412.18138"},"observation_digest":"sha256:68785eabf3a7a46a753fc28b253e7649a500b153438ee50072ab2bc99a878447","observation_id":"3938823c-fc64-4a82-b981-56ae7e8d47bc","resolution":{"observed_at":"2026-08-11T05:04:04.028141Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-08-10T14:49:40.282193Z","title":"arXiv preprint arXiv:2407.04846","venue":null,"work_id":null,"year":1972},"citing_paper":{"arxiv_id":"2501.14959","last_updated":"2025-08-08T06:57:59Z","snapshot_observed_at":"2026-08-10T14:43:28.737644Z","submitted_at":"2025-01-24T22:45:09Z","title":"Systemizing Multiplicity: The Curious Case of Arbitrariness in Machine Learning","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-10T14:49:40.282193Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2501.14959"},"observation_digest":"sha256:2093808d4abb13a3c6530cabd7e77c3a9bd066e86d53e7f866e362965e8981d3","observation_id":"384b7469-c85d-4fc2-a991-760cd0c0b1ab","resolution":{"observed_at":"2026-08-10T14:49:40.282193Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-08-07T15:03:44.957416Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16638","last_updated":"2025-08-25T15:36:52Z","snapshot_observed_at":"2026-08-12T08:53:11.598801Z","submitted_at":"2025-05-22T13:11:33Z","title":"Reconsidering Fairness Through Unawareness From the Perspective of Model Multiplicity","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T15:03:44.957416Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2505.16638"},"observation_digest":"sha256:5f9d5c75c4af1bc9d3818a50b7244177be5bfec9d7daa33b223301c3bbd7097b","observation_id":"2757799b-e5fa-4049-b02e-b5761caa4ed8","resolution":{"observed_at":"2026-08-07T15:03:44.957416Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-08-07T10:45:04.922305Z","title":"Rudin, C","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04553","last_updated":"2025-06-05T01:58:45Z","snapshot_observed_at":"2026-08-10T08:59:50.684759Z","submitted_at":"2025-06-05T01:58:45Z","title":"Unsupervised Machine Learning for Scientific Discovery: Workflow and Best Practices","version":1},"reference_index":140,"source":"pdf_text","source_observed_at":"2026-08-07T10:45:04.922305Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2506.04553"},"observation_digest":"sha256:b5e91e9e4b50272a973d660287c2971b22763473546fed4b65a2e66ef217b399","observation_id":"01468f25-062c-47b2-bc33-5d4324cc67e1","resolution":{"observed_at":"2026-08-07T10:45:04.922305Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-08-06T11:36:24.371896Z","title":"Rudin, C","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.22556","last_updated":"2025-07-30T10:31:20Z","snapshot_observed_at":"2026-08-10T01:53:01.268594Z","submitted_at":"2025-07-30T10:31:20Z","title":"VAR: Visual Analysis for Rashomon Set of Machine Learning Models' Performance","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T11:36:24.371896Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2507.22556"},"observation_digest":"sha256:9e46654b01fca71bb0f87c8e0b88302a8adfe16fa0fa798a6fd3da394eac1d35","observation_id":"cb1c9e34-a74e-4881-a707-fb899edd7bb5","resolution":{"observed_at":"2026-08-06T11:36:24.371896Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":"2407.04846","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Rudin, C","venue":null,"work_id":"751e324a-5d5f-4c6d-bb96-4681ebaf7516","year":2024},"citing_paper":{"arxiv_id":"2512.09060","last_updated":"2026-04-21T17:51:28Z","snapshot_observed_at":"2026-07-06T22:38:13.359449Z","submitted_at":"2025-12-09T19:25:50Z","title":"All Emulators are Wrong, Many are Useful, and Some are More Useful Than Others: A Reproducible Comparison of Computer Model Surrogates","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-16T23:07:26.033252Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2512.09060"},"observation_digest":"sha256:2fb10dcdf8421bca160ddfdd83f07b51277fcfa098e7e743ade2eccedf7e5c9c","observation_id":"17d81b41-271b-4ede-8cd5-85bc8071995e","resolution":{"observed_at":"2026-05-16T23:08:39.476965Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":"2407.04846","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Rudin, C","venue":null,"work_id":"751e324a-5d5f-4c6d-bb96-4681ebaf7516","year":2024},"citing_paper":{"arxiv_id":"2602.09520","last_updated":"2026-05-09T09:30:37Z","snapshot_observed_at":"2026-08-12T16:13:38.725105Z","submitted_at":"2026-02-10T08:25:35Z","title":"Rashomon Sets and Model Multiplicity in Federated Learning","version":3},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-16T03:21:50.223386Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2602.09520"},"observation_digest":"sha256:97aafc31ff6dc6b1bb0234434a61606a1b6b42b57517c533d066d9c807bfb255","observation_id":"175cdcd6-e70f-4a0b-889c-99ef0916a384","resolution":{"observed_at":"2026-05-16T03:22:12.801065Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-07-14T11:53:03.155738Z","title":"Amazing things come from having many good models,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.10420","last_updated":"2026-07-11T17:56:46Z","snapshot_observed_at":"2026-08-08T11:49:07.927992Z","submitted_at":"2026-07-11T17:56:46Z","title":"Is Model Instability just Noise to be Tolerated or a Property that can be Managed?","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-14T11:53:03.155738Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2607.10420"},"observation_digest":"sha256:c6720f17764d2e5ad7ed240d20c9cbfd19b0929d9b77445cd92ace532ab33e3b","observation_id":"3d9d32b8-d183-4d72-9ba7-698ba5687a57","resolution":{"observed_at":"2026-07-14T11:53:03.155738Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-08-11T00:36:59.127790Z","title":"arXiv preprint arXiv:2407.04846 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.07594","last_updated":"2026-08-06T04:29:58Z","snapshot_observed_at":"2026-08-13T00:10:34.815221Z","submitted_at":"2026-08-06T04:29:58Z","title":"Scaling Inherently Interpretable Language Models","version":1},"reference_index":184,"source":"arxiv_source","source_observed_at":"2026-08-11T00:36:59.127790Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2608.07594"},"observation_digest":"sha256:98d92b7dd34c6f1f6947db2bb03898f16e544e6c800d80e9f76ff2d160c8600a","observation_id":"3c9831ab-2d18-4ca8-855f-353dc8374016","resolution":{"observed_at":"2026-08-11T00:36:59.127790Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.04846","snapshot_observed_at":"2026-08-12T17:52:26.312395Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10766","last_updated":"2026-08-11T10:23:33Z","snapshot_observed_at":"2026-08-13T00:20:08.820162Z","submitted_at":"2026-08-11T10:23:33Z","title":"Rule of Thumb: Explaining Artificial Intelligence Systems using Partial Information","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T17:52:26.312395Z"},"links":{"cited_paper":"/paper/2407.04846","citing_paper":"/paper/2608.10766"},"observation_digest":"sha256:32b192727ce8ca160b21adf98172c296faf9754fe9ecd9e40adc9c23c6a1e67d","observation_id":"bb54a39f-447c-40de-9839-ed1b6431d614","resolution":{"observed_at":"2026-08-12T17:52:26.312395Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2407.04846/citation-record","integrity":"/paper/2407.04846/integrity","json":"/paper/2407.04846/citation-record.json","paper":"/paper/2407.04846"},"outbound":[],"paper":{"arxiv_id":"2407.04846","last_updated":"2024-07-10T02:39:01Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-12T23:27:53.551869Z","submitted_at":"2024-07-05T20:14:36Z","title":"Amazing Things Come From Having Many Good Models"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"thesis":"As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2407.04846."}