{"as_of":"2026-08-08T13:08:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ba4d43b0dae87befb14a05f1fc0d37a577527e5171c4d03b980f2788f04d3365","coverage":[{"denominator":37,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":37,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T10:35:32.339459Z","state":"measured"},{"denominator":38,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":38,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+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":"2026-07-13T11:26:24.542239Z","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":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.23640","snapshot_observed_at":"2026-07-13T11:26:24.542239Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2604.04059","last_updated":"2026-04-05T11:04:46Z","snapshot_observed_at":"2026-07-13T11:26:24.178631Z","submitted_at":"2026-04-05T11:04:46Z","title":"Humans Integrate, Agents Fix: How Agent-Authored Pull Requests Are Referenced in Practice","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-13T11:26:24.542239Z"},"links":{"cited_paper":"/paper/2507.23640","citing_paper":"/paper/2604.04059"},"observation_digest":"sha256:15f9aad0ca12f86f7cdde1517111459c7a657c3ffc62272a006cd73944d425b2","observation_id":"8625f007-9020-44f2-ba57-80c1213f02c1","resolution":{"observed_at":"2026-07-13T11:26:24.542239Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2507.23640/citation-record","integrity":"/paper/2507.23640/integrity","json":"/paper/2507.23640/citation-record.json","paper":"/paper/2507.23640"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T10:35:32.983707Z","title":"Four eyes are bet- ter than two: On the impact of code reviews on software quality","venue":null,"work_id":"0671e1f6-18d2-4f94-99f8-04e6e06bb4dc","year":2015},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.165465Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:a8ffd7bcbc8e6ba6766d4ead566d7957abbe762056f56fa5ffe90fb6ac81666c","observation_id":"5996333b-d621-4547-92c6-2caf6658d020","resolution":{"observed_at":"2026-08-06T10:35:32.988501Z","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":"2026-08-06T10:35:32.968880Z","title":"Investigating technical and non - technical factors influencing modern code review","venue":null,"work_id":"ed19f818-f473-44bb-8505-8c1b5f824b44","year":2016},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.170900Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:f9215083c6fd4274dba21ce272915630566a7e4f83fc64406b007712be221483","observation_id":"edc79700-a168-4d79-9477-bf7ddb30cad9","resolution":{"observed_at":"2026-08-06T10:35:32.973734Z","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":"2026-08-06T10:35:32.950617Z","title":"Impact of developer reputation on code review outcomes in oss projects: An empirical investigation","venue":null,"work_id":"23c6ffd8-5d7b-4690-8a2f-ec1a3aad1750","year":2014},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.175929Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:7ee32522dab2100e4bce4ebd074ea95196abd399f32eaac26c69bc35a7fae6c0","observation_id":"41c627bf-c122-45f4-ad3a-5d0952e9d2d9","resolution":{"observed_at":"2026-08-06T10:35:32.956692Z","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":"2026-08-06T10:35:32.934007Z","title":"Learning to Predict Code Review Completion Time In Modern Code Review","venue":null,"work_id":"47d0de94-b87e-458b-91ca-535296c334ee","year":2023},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.180766Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:8dc2604043cd92da4be825a7c936dd5a115bb5a6198c4d5bdafbcf15100b6a15","observation_id":"41065826-663a-4389-9e84-10fe00e8b0d6","resolution":{"observed_at":"2026-08-06T10:35:32.938881Z","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":"2026-08-06T10:35:32.917822Z","title":"Explaining mispredictions of ma - chine learning models using rule induction","venue":null,"work_id":"659fe273-7a75-4f0b-8366-db0561f9ce81","year":2021},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.185776Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:2a6f4cdd3f8a1250f0f649fd39b8fd744b5076e209934657a527b29620b999d9","observation_id":"fa2584a2-5b61-4dfa-93cb-b78511d0e91d","resolution":{"observed_at":"2026-08-06T10:35:32.922841Z","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":"2026-08-06T10:35:32.902149Z","title":"Towards a taxonomy of code review smells","venue":null,"work_id":"e5286f63-05da-4ee3-a6cd-2585b259089f","year":2022},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.190898Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:db30acd68ede4dbe1921d4dcf8053e36c366c880dbeccd9c819081671367b5e7","observation_id":"7bbe4962-75cc-41b9-b2e7-c603e376fee6","resolution":{"observed_at":"2026-08-06T10:35:32.906878Z","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":"2026-08-06T10:35:32.886028Z","title":"Early prediction of merged code changes to prioritize reviewing tasks","venue":null,"work_id":"fec1f80a-789c-4a87-bb52-06a56a73c4bd","year":2018},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.197133Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:8baea0e1919490ee48e30bab47fb466a2e79f71e894d41fbd35f751e635c4e5d","observation_id":"dfa435c3-a7ee-42f0-b6eb-eeb4843fa881","resolution":{"observed_at":"2026-08-06T10:35:32.891692Z","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":"2026-08-06T10:35:32.868890Z","title":"Revisiting the impact of depen - dency network metrics on software defect prediction","venue":null,"work_id":"3953f862-6e47-4bf2-9d45-d85dcd7085c9","year":2021},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.201784Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:c1d3eba08afed2596e392288b62bb786d354fd5e862981e069720f69c4f61a5a","observation_id":"fd1eaad9-3b10-4943-a19e-f4730c2bb79a","resolution":{"observed_at":"2026-08-06T10:35:32.874015Z","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":"2026-08-06T10:35:32.852330Z","title":null,"venue":null,"work_id":"aa5a9e4d-2ca5-4fec-b528-75a86bc75243","year":2019},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.206378Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:a4a3c34db6528559542873eca47979faa25f040002850ad94e102745b6ef8d1e","observation_id":"9d61fbf8-a167-4a39-9ef1-f702b26ff140","resolution":{"observed_at":"2026-08-06T10:35:32.857968Z","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":{"arxiv_id":"2304.08426","last_updated":"2023-04-17T16:49:05Z","snapshot_observed_at":"2026-08-03T17:52:32.176953Z","submitted_at":"2023-04-17T16:49:05Z","title":"Understanding the Time to First Response In GitHub Pull Requests","version":1},"cited_work":{"arxiv_id":"2304.08426","doi":null,"metadata_source":"pith","pith_arxiv_id":"2304.08426","snapshot_observed_at":"2026-08-06T10:35:32.380609Z","title":"Understanding the Time to First Response In GitHub Pull Requests","venue":"cs.SE","work_id":"42adcdc4-2e29-4037-ab8c-81e49cab5afb","year":2023},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.210857Z"},"links":{"cited_paper":"/paper/2304.08426","citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:983ff127c00b72493e91db1a4d4b3a78e25c17c1fc2479704677ca3216c461b5","observation_id":"215e6d53-a3a7-4550-91e2-89d691704edd","resolution":{"observed_at":"2026-08-06T10:35:32.388878Z","resolver_source":"local_arxiv","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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T10:35:32.835597Z","title":"Using a balanced scorecard to identify opportunities to improve code review effective- ness: An industrial experience report","venue":null,"work_id":"c2d094ed-bec5-47c4-9e00-ec489451c855","year":2021},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.215994Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:e5bd6639eeb90ad873738cf2aa5e496866075640bfd430ac7cb9e275c88df53a","observation_id":"1938d3ce-4cb6-4c73-80ec-7a9af7b7c0c3","resolution":{"observed_at":"2026-08-06T10:35:32.842363Z","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":"2026-08-06T10:35:32.819539Z","title":"Using AUC and accuracy in evaluating learning algorithms","venue":null,"work_id":"36b0cbf2-59af-4484-b662-6d3cab13f9d9","year":2005},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.220982Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:49b92a1525182fa860070103f6fd7fb9f06e20560b30fee19027320385004478","observation_id":"16821f3f-bb98-43f5-bf7d-324b8493ca86","resolution":{"observed_at":"2026-08-06T10:35:32.824403Z","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":"2026-08-06T10:35:32.804357Z","title":"Would the patch be quickly merged?","venue":null,"work_id":"0aeac305-dc15-46e9-9025-a3161e65c765","year":2019},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.225946Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:8ace6c06401ac83f406eedd8891e930114c958de51d3d1794e16ed4204b57d2b","observation_id":"48a5d8d5-c5ec-4615-a8d6-916e36392d58","resolution":{"observed_at":"2026-08-06T10:35:32.809001Z","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":"2026-08-06T10:35:32.787862Z","title":"2020, pp","venue":null,"work_id":"af3670fc-4ff2-48ba-8e77-1724999b5b0b","year":2020},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.230423Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:45db54d8301e82631cc2ed666ee6adc842ca28dfc6f2cb79f8cc415905b3fff3","observation_id":"b3a75811-d84b-4152-ba7d-1ee1d2ab0656","resolution":{"observed_at":"2026-08-06T10:35:32.793125Z","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":"2026-08-06T10:35:32.771673Z","title":"Early prediction for merged vs abandoned code changes in modern code reviews","venue":null,"work_id":"14b92032-54d2-47f8-92b1-52e8d5db127e","year":2022},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.235050Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:a612b6f32c1f6f1c823088984091029e044b42f0f6e212b8fa3d3ef460f638e1","observation_id":"dd89ce08-37c8-4de6-9c91-30588c721157","resolution":{"observed_at":"2026-08-06T10:35:32.777194Z","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":"2026-08-06T10:35:32.754344Z","title":"Will my patch make it? and how fast? case study on the linux kernel","venue":null,"work_id":"cf1c25b7-2503-44d7-b6d8-a234be7a3ab9","year":2013},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.239852Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:0cbe53144d5aeb336d75c9fbfcdd17879d9a35f62ffe47c429186a4d1b3df125","observation_id":"cf092057-d5ec-40e2-a778-0206c184f94d","resolution":{"observed_at":"2026-08-06T10:35:32.760332Z","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":"2026-08-06T10:35:32.737917Z","title":"The Impact of Correlated Metrics on the Interpretation of Defect Prediction Models","venue":null,"work_id":"d2a9752f-e09f-4503-b444-da633a9eb2d5","year":2019},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.244237Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:314327ced1620c37fec23021461e22ae29130c6c8e51639a172725bdd7ee01ca","observation_id":"ae2f8172-6a23-4bcb-8f60-da0fb015beda","resolution":{"observed_at":"2026-08-06T10:35:32.743042Z","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":"2026-08-06T10:35:32.721954Z","title":"On Wasted Contri - butions: Understanding the Dynamics of Contributor - Abandoned Pull Requests –A Mixed -Methods Study of 10 Large Open-Source Projects","venue":null,"work_id":"13e5cb1c-614d-48c9-9921-5d006021655f","year":2023},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.248881Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:4a7cecdb1b47d81f076c3827e2b5d6603b65ef7d0949195716f4a7bbbc8d19f2","observation_id":"8a8923b7-34cf-429b-9675-758593264b66","resolution":{"observed_at":"2026-08-06T10:35:32.727095Z","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":"2026-08-06T10:35:32.707230Z","title":"An empirical study of the characteris- tics of popular Minecraft mods","venue":null,"work_id":"4363876f-74ef-493a-b87f-cc961a952096","year":2020},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.253423Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:9f6fec835cf43aa434b38e2b5ba8341ecfd9babc7591d104b8ec1fda1f9bd072","observation_id":"65cec747-af3a-4be2-a530-8d22f376d5d2","resolution":{"observed_at":"2026-08-06T10:35:32.711999Z","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":"2026-08-06T10:35:32.690944Z","title":"Redundancy, context, and preference: An empirical study of duplicate pull requests in OSS projects","venue":null,"work_id":"78af87a3-3cf8-4581-80db-7ed83be48ec0","year":2020},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.258248Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:44cb1431a2ea216aea7feef23876c657c1fe15be0358409e79f0234ee8a4f952","observation_id":"5ededf9e-c369-48e4-a8ea-43c919acfd8c","resolution":{"observed_at":"2026-08-06T10:35:32.696189Z","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":"2026-08-06T10:35:32.673746Z","title":"Nudge: Accelerating Overdue Pull Requests toward Completion","venue":null,"work_id":"22049b2b-544a-4e09-803e-cb37798dc9f8","year":2023},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.262642Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:fb49caa3029e9b882dedf594993b24ff1d67a6a668d9aa1096d55607a2213639","observation_id":"d250d173-67ae-4c78-ba0f-670fc1624585","resolution":{"observed_at":"2026-08-06T10:35:32.678475Z","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":"2026-08-06T10:35:32.657816Z","title":"The impact of code review coverage and code review participation on software quality: A case study of the qt, vtk, and itk projects","venue":null,"work_id":"913d37b8-fe7e-4895-81b0-734150a81885","year":2014},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.267535Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:3749f0c0da71568a278913a96431153b520b640c11d8bdd524d1091f93724866","observation_id":"8456f36b-9d34-4c34-94f2-358508100280","resolution":{"observed_at":"2026-08-06T10:35:32.663264Z","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":"2026-08-06T10:35:32.641330Z","title":"Assessing predictions of violence: being accurate about accuracy","venue":null,"work_id":"f144a281-6506-41e0-8769-9f08381177f4","year":1994},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.271992Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:d63fc2dc30492872855c284a4d63377aee4dde29c88ff6b8a48b361935976c57","observation_id":"9202725f-955c-488c-8a41-cc0f850c474f","resolution":{"observed_at":"2026-08-06T10:35:32.646911Z","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":"2026-08-06T10:35:32.624111Z","title":"Impact of discretiza - tion noise of the dependent variable on machine learning classifiers in software engineering","venue":null,"work_id":"a1bd0d73-9900-44c8-a6d8-e6cd71f94233","year":2019},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.276806Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:168ae903facd739e69e44b157d9ad1173f64f5908163c95717fbebab26c04fab","observation_id":"1e4182b6-040b-4f5c-9ef5-d84fdc80ad95","resolution":{"observed_at":"2026-08-06T10:35:32.629184Z","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":"2026-08-06T10:35:32.607314Z","title":"The impact of using regression models to build defect classifiers","venue":null,"work_id":"7e4197a5-e401-46dd-83de-0949c6d1c8c3","year":2017},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.281325Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:96ab497364a00546c505d37bb77e663eb0ba6f10e508e115680d07270c3453bb","observation_id":"52f4293d-d0a9-4616-a4ea-9f56e86759ff","resolution":{"observed_at":"2026-08-06T10:35:32.613343Z","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":"2026-08-06T10:35:32.589524Z","title":"Using machine intelligence to prioritise code review requests","venue":null,"work_id":"d53cd50d-02ca-47ee-bacf-9c237af9fbfa","year":2021},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.285860Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:7433bb2991394ad1b86cc54952e0bd9292eb0a0d2e2205a5a94998937351c058","observation_id":"1216b596-6938-404c-9fa6-4c712207fc00","resolution":{"observed_at":"2026-08-06T10:35:32.594879Z","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":"2026-08-06T10:35:32.572420Z","title":"The proof and measurement of association between two things","venue":null,"work_id":"0fa96284-5654-4855-aa6f-7860ae5e9baa","year":1961},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.290375Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:84b71fb7f10acfe4f06587a52dfd111eec63f083720e4ca2a6f2f01b82efdb38","observation_id":"cdebcd60-6129-47ed-8d71-5de5acd17e4b","resolution":{"observed_at":"2026-08-06T10:35:32.578300Z","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":"2026-08-06T10:35:32.555495Z","title":"Measuring and visualizing code stability–a case study at three companies","venue":null,"work_id":"8836f533-475d-4742-9a90-68614b932d0e","year":2013},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.295566Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:95ac6319fcc8d8982c3933f0a7592f4a25f6379c47974b08c8b1d7d1514c733f","observation_id":"992dcad9-87fe-4500-9f84-91e939b60f0d","resolution":{"observed_at":"2026-08-06T10:35:32.560490Z","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":"2026-08-06T10:35:32.537186Z","title":"An experience report on defect modelling in practice: Pit - falls and challenges","venue":null,"work_id":"79336f82-6928-4469-a683-8dfd926a29e4","year":2018},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.299905Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:5c60893159ac365f7824d9fed5173b595f94005b1143f32a618bd6c4496d98aa","observation_id":"348cc603-7b41-475f-ab31-d71240d869d1","resolution":{"observed_at":"2026-08-06T10:35:32.542375Z","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":"2026-08-06T10:35:32.519915Z","title":"An empirical compar- ison of model validation techniques for defect prediction models","venue":null,"work_id":"fc6ff24f-9d6b-4d41-82c9-3832cc037250","year":2016},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.304258Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:ed75e2530e68d0ab8af60d3a23009b16e3f22ad3256afb32ea316d3d6a6387c7","observation_id":"b14ac5f9-e8e3-44f7-b1eb-889817067929","resolution":{"observed_at":"2026-08-06T10:35:32.525158Z","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":"2026-08-06T10:35:32.502460Z","title":"The impact of auto - mated parameter optimization on defect prediction mod- els","venue":null,"work_id":"6b2b5f3a-02b2-4096-aaab-a12d86319034","year":2018},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.308564Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:3b4fa0c11b3db9cb621a04e9f7bb140012a64b1361908ed59a6a186bd46f584a","observation_id":"0f591e7a-f749-41e1-83fa-aab4d43f64f7","resolution":{"observed_at":"2026-08-06T10:35:32.507312Z","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":"2026-08-06T10:35:32.487024Z","title":"Review participation in modern code review: An empirical study of the android, Qt, and OpenStack projects","venue":null,"work_id":"20d72558-5367-44a3-84e5-98c5f2facffe","year":2017},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.313059Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:2b831e5262d2b98dadc1eb338668cfaf31ea88dd9fd3829f5e09e01531e4feec","observation_id":"5eeeed8c-7a72-4eb2-b199-9cfa96165b3e","resolution":{"observed_at":"2026-08-06T10:35:32.492053Z","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":"2026-08-06T10:35:32.470197Z","title":"Towards automating code review activities","venue":null,"work_id":"5e726fee-98ca-4027-863b-0c1182a97013","year":2021},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.318289Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:3b8ebf3056624e9a9a3cb303efa0ff7604367c72d62bc7a0253e7f2339ff6702","observation_id":"6f0317a9-4391-4bfc-b80e-51f1f15f8782","resolution":{"observed_at":"2026-08-06T10:35:32.475404Z","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":"2026-08-06T10:35:32.455630Z","title":"Large -scale intent analysis for identifying large - review-effort code changes","venue":null,"work_id":"9f659b83-78e8-4b03-8e79-8dbfba6ac1fc","year":2021},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.323130Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:e4e18251251f5a853337ff480fad62e47c768c75d39372f088e2d4ad800d901a","observation_id":"148ea273-d325-4cc7-8963-cb4ef2f13eb4","resolution":{"observed_at":"2026-08-06T10:35:32.460114Z","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":"2026-08-06T10:35:32.440232Z","title":"Leveraging change intents for char - acterizing and identifying large-review-effort changes","venue":null,"work_id":"46dec156-c593-4d9a-9a1e-4e8f91e5d09e","year":2019},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.328148Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:3ea6c523f0853687cbb067d53a15f06a71eb3fff0c94ece95f3ef9fb2176b9dd","observation_id":"4cbdea80-a1dd-4563-a774-74635c32d89d","resolution":{"observed_at":"2026-08-06T10:35:32.445301Z","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":"2026-08-06T10:35:32.421272Z","title":"Pull request latency explained: An empirical overview","venue":null,"work_id":"79700edf-86bc-4659-a504-ef41b027d0fb","year":2022},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.334517Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:9fdbcb403c30be4ea953fbd499e999f217fcd8939ffca1afa866a11e94559fab","observation_id":"d3689f99-cb2d-47ef-991c-bb438909e3a5","resolution":{"observed_at":"2026-08-06T10:35:32.427918Z","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":"2026-08-06T10:35:32.405019Z","title":"Pre- dicting defects using network analysis on dependency graphs","venue":null,"work_id":"759c9c4e-6c5a-4243-9afc-d79f6b92dbc6","year":2008},"citing_paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T10:35:32.339459Z"},"links":{"citing_paper":"/paper/2507.23640"},"observation_digest":"sha256:177c433558fc463863496150d83e201e4e4a27662747f6e7c75b49831c9723a4","observation_id":"be7920ad-d3c8-4a40-ab90-1f27860e7c28","resolution":{"observed_at":"2026-08-06T10:35:32.410369Z","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"}}],"paper":{"arxiv_id":"2507.23640","last_updated":"2025-07-31T15:18:46Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-06T10:35:28.534865Z","submitted_at":"2025-07-31T15:18:46Z","title":"An Empirical Study on the Amount of Changes Required for Merge Request Acceptance"},"reference_resolution":{"displayed":37,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":1,"verified_exact":1,"verified_fuzzy":35},"total_outbound_references":37},"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 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2507.23640."}