{"as_of":"2026-08-11T16:07:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:bf769138dc7636b890948e14048751484b59d6d363fb819f99c2f723f33a99d0","coverage":[{"denominator":22,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":22,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T11:09:03.886744Z","state":"measured"},{"denominator":23,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":23,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T00:00:03.122726Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.23136","snapshot_observed_at":"2026-08-03T00:00:03.122726Z","title":"George, D","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.11944","last_updated":"2026-06-21T17:23:32Z","snapshot_observed_at":"2026-08-09T18:50:31.378858Z","submitted_at":"2026-02-12T13:40:00Z","title":"Using predictive multiplicity to measure individual performance within the AI Act","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-03T00:00:03.122726Z"},"links":{"cited_paper":"/paper/2507.23136","citing_paper":"/paper/2602.11944"},"observation_digest":"sha256:b1024d800381436f32907b9a01035dfcd84a246816b820e84ae30e9ca280cde9","observation_id":"5d983e85-15c5-4e4f-aae6-650229079c23","resolution":{"observed_at":"2026-08-03T00:00:03.122726Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2507.23136/citation-record","integrity":"/paper/2507.23136/integrity","json":"/paper/2507.23136/citation-record.json","paper":"/paper/2507.23136"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T11:09:04.518073Z","title":"Self-concordant analysis for logistic regression.Electronic Journal of Statistics, 4: 384–414, 2010","venue":null,"work_id":"b02f7793-25ba-4ca6-a3d4-d6e904a0cf39","year":2010},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.390797Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:90a83404b636168d1f844e6fb9e35d45ab9bc0627bb1bfbf2b51da8846f72e0c","observation_id":"8b48e38c-39da-4392-9ac2-64f8e7747270","resolution":{"observed_at":"2026-08-06T11:09:04.522440Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T11:09:03.456312Z","title":"Model multiplicity: Opportunities, concerns, and solutions","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.456312Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:c4a226783cec2c196c91ffd02038c47aa972fdb618b68fc02a0dd0fc3e028c71","observation_id":"227a2ffc-59f5-4248-8e73-3a57257e2450","resolution":{"observed_at":"2026-08-06T11:09:03.456312Z","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":"2026-08-06T11:09:04.504991Z","title":"Stability and generalization","venue":null,"work_id":"a5a3e023-98e5-4c72-8f03-3e4c21262b8b","year":2002},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.554225Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:806d357964bebe5715ae023557401e8ca8845f4a10dd017cab1c31e2569801aa","observation_id":"dfb3029c-a0b9-4d90-8830-cc641f88e9b4","resolution":{"observed_at":"2026-08-06T11:09:04.508993Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T11:09:03.669866Z","title":"Statistical modeling: The two cultures.Statistical Science, 16(3):199–231, 2001","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.669866Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:5663c8f0a638c55295b415a8ef0dedb7557ad9bdf4c187c1b36bef5493032cf9","observation_id":"17fbf25f-ef80-4890-b63a-749f27f8e1a7","resolution":{"observed_at":"2026-08-06T11:09:03.669866Z","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":"2026-08-06T11:09:04.491323Z","title":null,"venue":null,"work_id":"b85d5c7a-9375-4d45-84d0-1ff4c4e95f56","year":2022},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.797236Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:71d8dd039e6ab0b95adef04f461c2999eafd49dc6a9d736800fcf3eec5ae7775","observation_id":"2c148f3d-803c-4e04-8fc3-f0e234d89dab","resolution":{"observed_at":"2026-08-06T11:09:04.495449Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-06T11:09:04.477147Z","title":"Fannie Mae single-family loan performance data, 2025","venue":null,"work_id":"54387234-3900-4279-8a57-687344d2755c","year":2025},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.814743Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:1247bea903ba4ddef61673442cd65dc397c7628b7b38dd89c3985fb9d8634e33","observation_id":"e68fead3-ecdb-44e6-931d-a0c26ee3a810","resolution":{"observed_at":"2026-08-06T11:09:04.481441Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-06T11:09:04.462614Z","title":"Rashomon capacity: A metric for predictive multiplicity in classification","venue":null,"work_id":"41a15e55-3a52-4641-9305-245bcc11c5a5","year":2022},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.819641Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:b009169ddcff8c9064c6c45371e540b51f89476de553a9b48976c0808f54b588","observation_id":"58d9a36b-a655-4803-a09d-7629934dae1e","resolution":{"observed_at":"2026-08-06T11:09:04.467017Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-06T11:09:04.448119Z","title":"Stability and generalization analy- sis of gradient methods for shallow neural networks","venue":null,"work_id":"2de7df2a-5246-41f1-88f3-1701c0bbe1cc","year":null},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.824116Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:409612d7c59005085a8909e616da314f6e15f5307b0ff6f86f52f9881d829f99","observation_id":"89d6d7be-6102-4867-aa4f-4be835a54db9","resolution":{"observed_at":"2026-08-06T11:09:04.452691Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-06T11:09:04.419215Z","title":"Trans- formers as algorithms: Generalization and stability in in-context learning","venue":null,"work_id":"17a4694f-59fd-47e1-9ab4-40df09ee66a9","year":2023},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.831941Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:62434128e07406fa9382b4cae333379971bf069f3dbbdca96a427b04d3b78778","observation_id":"4be6657a-cfbb-4b1d-8983-f0dd48012422","resolution":{"observed_at":"2026-08-06T11:09:04.424211Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-06T11:09:04.404418Z","title":"Predictive multiplicity in classification","venue":null,"work_id":"b300d58a-4f64-4397-b632-85ccffabf7d6","year":2020},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.835648Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:2e8c7bad275a5261236e6b11f7a53f9e6f1370347706ec3764b2dfb6583c5f6e","observation_id":"55559d76-bc7c-4799-8a9e-9c816011bc3c","resolution":{"observed_at":"2026-08-06T11:09:04.409583Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T11:09:03.844037Z","title":"A data-driven approach to predict the success of bank telemarketing","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.844037Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:8b5f67ce53d8aec11dfe84304abeaf1ef7ee9da3189f648945e47e8c8a80f816","observation_id":"1410bb49-1757-4384-918a-3fc7b4c0a931","resolution":{"observed_at":"2026-08-06T11:09:03.844037Z","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":"2026-08-06T11:09:04.389236Z","title":"Regretful decisions under label noise","venue":null,"work_id":"749006aa-5583-4cd1-84fe-b25e79a2a9e7","year":2025},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.848313Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:cc2c5935e594c5d604d442ed7cb40e3963cbf4ebb980b8566285260e6a3da82e","observation_id":"237856ec-40e3-4d25-bc5f-82bf4b3beeda","resolution":{"observed_at":"2026-08-06T11:09:04.393704Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-06T11:09:04.372967Z","title":null,"venue":null,"work_id":"df3c12cd-23b1-48df-8c16-e205d11a7469","year":2020},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.852809Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:e24cf49793e2283d1efdf8dd698634bdd6120286fbee5b6bb53f2cbf481901b4","observation_id":"d1a47b08-21bb-4f81-9718-6b90a5ef232c","resolution":{"observed_at":"2026-08-06T11:09:04.377189Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.5664/jcsm.5476","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Brandon Westover, Cynthia Rudin, and Matt T","venue":"Journal of Clinical Sleep Medicine","work_id":"3a6ea89f-e954-478b-8b2e-ef3e38254d52","year":2016},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.857099Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:d59fb152e12bbfdf0712a09af09dc2722c5a1990641f2ad2f80869bf7edf70d9","observation_id":"4143cb83-0169-4068-9963-4b7f8da632b8","resolution":{"observed_at":"2026-08-06T11:09:03.933689Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T11:09:03.861532Z","title":"Stability and generalization of graph convolutional neural networks","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.861532Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:17aa030f77016aa7ca06ea884d66adbab8575147afab370e3ce24485eae04d62","observation_id":"37b56150-d1bc-464e-b38e-3114f0f7a37c","resolution":{"observed_at":"2026-08-06T11:09:03.861532Z","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":"2026-08-06T11:09:04.357982Z","title":"Cambridge Series in Statistical and Probabilistic Mathematics","venue":null,"work_id":"e8bb45ca-baea-4733-b675-d9044c7c1999","year":null},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.865524Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:260617f6feae6cefbcac320e83e5abd62514c69af076312969d686340b9619fb","observation_id":"7024d3ac-fe60-4213-b110-f4dd13fff001","resolution":{"observed_at":"2026-08-06T11:09:04.362424Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T11:09:03.874377Z","title":"Hofman, and Alexandra Chouldechova","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.874377Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:aea92dcaf6da2450d87cda409a3d9053373d09ffe9b778410f2add755dab472b","observation_id":"179759c2-898a-442c-b4eb-ec0e9426be03","resolution":{"observed_at":"2026-08-06T11:09:03.874377Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-06T11:09:04.342739Z","title":"Parkes, and Berk Ustun","venue":null,"work_id":"09b81336-037f-4beb-a056-2d42a0927610","year":2023},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.878502Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:60e45f999e9789cdeb9442ea02e7c8ac76304569d914235cbb90b15bb662173f","observation_id":"c754311c-8459-4867-a955-57203ce459ea","resolution":{"observed_at":"2026-08-06T11:09:04.347335Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-06T11:09:04.327050Z","title":null,"venue":null,"work_id":"23e409f4-dc7e-4af5-beb8-032e19f55404","year":1993},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.882809Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:1bd7d39dba7ff03634f91632752e69096a0c74fbd98a360ce2b5af2d9fb1b2fe","observation_id":"fdcc0046-05bf-4880-b12d-f2523417572b","resolution":{"observed_at":"2026-08-06T11:09:04.331698Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-06T11:09:04.312653Z","title":"On model selection consistency of lasso.Journal of Machine Learning Research, 7(90):2541–2563, 2006","venue":null,"work_id":"43f91430-1ffc-4060-bf13-b466b75e0b39","year":2006},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.886744Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:701194c7b7854037b7c78e61f6235e89173cfd919031d9392ef99a545f194d2d","observation_id":"73ab8237-af22-4709-98bf-1c43e3afb851","resolution":{"observed_at":"2026-08-06T11:09:04.317105Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T11:09:03.869972Z","title":"URL https://doi.org/10.1017/9781108231596","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":2018,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.869972Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:cf270084bf217bb286b40b11fd88541d9c19189ef7410a3d38b7755314299886","observation_id":"e8d2229b-314a-4799-97e9-3d0d50273a44","resolution":{"observed_at":"2026-08-06T11:09:03.869972Z","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":"2026-08-06T11:09:04.433758Z","title":null,"venue":null,"work_id":"318ae04a-3168-44ed-b28f-89417d4058ba","year":2022},"citing_paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-06T11:09:03.828145Z"},"links":{"citing_paper":"/paper/2507.23136"},"observation_digest":"sha256:ac499b2aa57b1b494fb095fc71ebc93edff734f1f5d43366675230a12c81bcb7","observation_id":"11baab56-a300-42ac-9c8a-3b912c2380b0","resolution":{"observed_at":"2026-08-06T11:09:04.437701Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.23136","last_updated":"2025-07-30T22:30:56Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-06T11:08:55.737078Z","submitted_at":"2025-07-30T22:30:56Z","title":"Observational Multiplicity"},"reference_resolution":{"displayed":22,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":9,"verified_exact":1,"verified_fuzzy":11},"total_outbound_references":22},"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":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2507.23136."}