{"as_of":"2026-08-11T12:17:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:255e35346066dfa6642b5ab2c6724e805beb5d4747bd6d66a807d85779d36a7e","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":8,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":8,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+00:00","state":"measured"},{"denominator":8,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":8,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T00:48:13.250603Z","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":"2026-05-22T03:54:33.987046Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2412.18531","last_updated":"2024-12-28T08:16:43Z","snapshot_observed_at":"2026-08-11T07:41:09.591203Z","submitted_at":"2024-12-24T16:24:45Z","title":"Automated Code Review In Practice","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.18531","snapshot_observed_at":"2026-08-07T00:48:13.250603Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.12594","last_updated":"2025-06-14T18:19:05Z","snapshot_observed_at":"2026-08-07T11:53:13.790399Z","submitted_at":"2025-06-14T18:19:05Z","title":"A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T00:48:13.250603Z"},"links":{"cited_paper":"/paper/2412.18531","citing_paper":"/paper/2506.12594"},"observation_digest":"sha256:4f04655c466f410f91591ca8e91ddc925095a4665f70db06b88f66ad0065ec2b","observation_id":"390b8938-400d-4237-b69d-c099d9e62fb5","resolution":{"observed_at":"2026-08-07T00:48:13.250603Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.18531","last_updated":"2024-12-28T08:16:43Z","snapshot_observed_at":"2026-08-11T07:41:09.591203Z","submitted_at":"2024-12-24T16:24:45Z","title":"Automated Code Review In Practice","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.18531","snapshot_observed_at":"2026-08-06T16:29:46.703767Z","title":"Automated code review in practice,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.13499","last_updated":"2025-07-17T19:11:00Z","snapshot_observed_at":"2026-08-10T11:39:21.085143Z","submitted_at":"2025-07-17T19:11:00Z","title":"AI-Assisted Fixes to Code Review Comments at Scale","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T16:29:46.703767Z"},"links":{"cited_paper":"/paper/2412.18531","citing_paper":"/paper/2507.13499"},"observation_digest":"sha256:60f6ac829c357d71e17d28cdb32b17afb3ba958298bb261ab2904ba469b809e7","observation_id":"0ab4e584-affa-44ad-916c-8668f0536f29","resolution":{"observed_at":"2026-08-06T16:29:46.703767Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.18531","last_updated":"2024-12-28T08:16:43Z","snapshot_observed_at":"2026-08-11T07:41:09.591203Z","submitted_at":"2024-12-24T16:24:45Z","title":"Automated Code Review In Practice","version":2},"cited_work":{"arxiv_id":"2412.18531","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.18531","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Automated code review in practice","venue":null,"work_id":"36f38e49-7b46-41b2-8e31-d0b1b8039523","year":2024},"citing_paper":{"arxiv_id":"2507.15003","last_updated":"2025-07-20T15:15:58Z","snapshot_observed_at":"2026-07-06T21:59:59.698990Z","submitted_at":"2025-07-20T15:15:58Z","title":"The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-15T17:38:55.159673Z"},"links":{"cited_paper":"/paper/2412.18531","citing_paper":"/paper/2507.15003"},"observation_digest":"sha256:c7d7770833519cb3b3338236589126e9b2a51b3fb4a463932c108e8fcf7e45c9","observation_id":"d3ea865e-da4f-4f4c-96f2-0f0d48fb50bc","resolution":{"observed_at":"2026-05-15T17:38:55.257814Z","resolver_source":"arxiv_id","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":{"arxiv_id":"2412.18531","last_updated":"2024-12-28T08:16:43Z","snapshot_observed_at":"2026-08-11T07:41:09.591203Z","submitted_at":"2024-12-24T16:24:45Z","title":"Automated Code Review In Practice","version":2},"cited_work":{"arxiv_id":"2412.18531","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.18531","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Automated code review in practice","venue":null,"work_id":"36f38e49-7b46-41b2-8e31-d0b1b8039523","year":2024},"citing_paper":{"arxiv_id":"2508.18771","last_updated":"2026-04-25T09:19:48Z","snapshot_observed_at":"2026-08-10T21:27:45.592571Z","submitted_at":"2025-08-26T07:55:23Z","title":"Does AI Code Review Lead to Code Changes? A Case Study of GitHub Actions","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-18T21:50:03.633056Z"},"links":{"cited_paper":"/paper/2412.18531","citing_paper":"/paper/2508.18771"},"observation_digest":"sha256:5170f4e40f5fff5a268ff19a4c01f38e6d8106960e5c362c552fc7196d564853","observation_id":"95a58dd3-9bdb-4a08-8e18-d3aa306dbfec","resolution":{"observed_at":"2026-05-18T21:51:52.092877Z","resolver_source":"arxiv_id","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":{"arxiv_id":"2412.18531","last_updated":"2024-12-28T08:16:43Z","snapshot_observed_at":"2026-08-11T07:41:09.591203Z","submitted_at":"2024-12-24T16:24:45Z","title":"Automated Code Review In Practice","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.18531","snapshot_observed_at":"2026-08-05T12:32:25.923613Z","title":"Automated code review in practice,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.01494","last_updated":"2026-06-05T04:25:26Z","snapshot_observed_at":"2026-08-07T00:50:17.512250Z","submitted_at":"2025-09-01T14:13:34Z","title":"SWR-Bench: Assessing LLM Performance in Real-World Code Review Comment Generation","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-05T12:32:25.923613Z"},"links":{"cited_paper":"/paper/2412.18531","citing_paper":"/paper/2509.01494"},"observation_digest":"sha256:4f718a422211a37c59e7eca15314063fc73fcf05dcd63cd8a3ee30a35479006d","observation_id":"a64b7fb2-b00f-4a58-9e59-f37a1237b323","resolution":{"observed_at":"2026-08-05T12:32:25.923613Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.18531","last_updated":"2024-12-28T08:16:43Z","snapshot_observed_at":"2026-08-11T07:41:09.591203Z","submitted_at":"2024-12-24T16:24:45Z","title":"Automated Code Review In Practice","version":2},"cited_work":{"arxiv_id":"2412.18531","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.18531","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Automated code review in practice","venue":null,"work_id":"36f38e49-7b46-41b2-8e31-d0b1b8039523","year":2024},"citing_paper":{"arxiv_id":"2604.03196","last_updated":"2026-04-03T17:15:15Z","snapshot_observed_at":"2026-08-10T21:01:08.875473Z","submitted_at":"2026-04-03T17:15:15Z","title":"From Industry Claims to Empirical Reality: An Empirical Study of Code Review Agents in Pull Requests","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-13T18:45:23.801303Z"},"links":{"cited_paper":"/paper/2412.18531","citing_paper":"/paper/2604.03196"},"observation_digest":"sha256:750a3aecbf400041a3d86092198faaacf601f826205e131b4ac319231cbed424","observation_id":"ba779ce9-6043-4d98-9310-edf3680b323f","resolution":{"observed_at":"2026-05-13T18:48:07.934873Z","resolver_source":"arxiv_id","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":{"arxiv_id":"2412.18531","last_updated":"2024-12-28T08:16:43Z","snapshot_observed_at":"2026-08-11T07:41:09.591203Z","submitted_at":"2024-12-24T16:24:45Z","title":"Automated Code Review In Practice","version":2},"cited_work":{"arxiv_id":"2412.18531","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.18531","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Automated code review in practice","venue":null,"work_id":"36f38e49-7b46-41b2-8e31-d0b1b8039523","year":2024},"citing_paper":{"arxiv_id":"2605.22534","last_updated":"2026-05-21T14:24:20Z","snapshot_observed_at":"2026-07-06T23:32:49.530788Z","submitted_at":"2026-05-21T14:24:20Z","title":"Why Are Agentic Pull Requests Merged or Rejected? An Empirical Study","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-22T03:53:03.807297Z"},"links":{"cited_paper":"/paper/2412.18531","citing_paper":"/paper/2605.22534"},"observation_digest":"sha256:3345b8282475af1bdc7ff5531a8145117c43a412e82631f292e8e5ac4f043249","observation_id":"c1491cbf-edd2-4c17-9a0f-93819aaa3657","resolution":{"observed_at":"2026-05-22T03:54:33.989671Z","resolver_source":"arxiv_id","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":{"arxiv_id":"2412.18531","last_updated":"2024-12-28T08:16:43Z","snapshot_observed_at":"2026-08-11T07:41:09.591203Z","submitted_at":"2024-12-24T16:24:45Z","title":"Automated Code Review In Practice","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.18531","snapshot_observed_at":"2026-07-31T00:37:45.475641Z","title":"arXiv preprint arXiv:2412.18531 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25126","last_updated":"2026-07-27T22:40:29Z","snapshot_observed_at":"2026-08-07T03:22:35.178055Z","submitted_at":"2026-07-27T22:40:29Z","title":"What Motivates Whom? A Survey of Newcomers to OSS and Experienced OSS Practitioners","version":1},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-07-31T00:37:45.475641Z"},"links":{"cited_paper":"/paper/2412.18531","citing_paper":"/paper/2607.25126"},"observation_digest":"sha256:2c2944190074e2750809fe5ec4c63d2d894d911e4aff42b58cabfdcd9d930183","observation_id":"3c3eeca4-e279-448b-9026-b5dbdb13b929","resolution":{"observed_at":"2026-07-31T00:37:45.475641Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2412.18531/citation-record","integrity":"/paper/2412.18531/integrity","json":"/paper/2412.18531/citation-record.json","paper":"/paper/2412.18531"},"outbound":[],"paper":{"arxiv_id":"2412.18531","last_updated":"2024-12-28T08:16:43Z","latest_version":2,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-11T07:41:09.591203Z","submitted_at":"2024-12-24T16:24:45Z","title":"Automated Code Review In Practice"},"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":"2026-08-11T06:34:44.6726+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 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2412.18531."}