{"as_of":"2026-08-12T14:21:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:513aa0541fb1d371bda45f7e98a08d727ced6dbed51e16f9a1f341ba8775db81","coverage":[{"denominator":74,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":74,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T12:48:08.595983Z","state":"measured"},{"denominator":74,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":74,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-12T06:34:41.77262+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"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":[],"links":{"evidence":"/evidence","html":"/paper/2412.13846/citation-record","integrity":"/paper/2412.13846/integrity","json":"/paper/2412.13846/citation-record.json","paper":"/paper/2412.13846"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:10.250455Z","title":"Zhou and F","venue":null,"work_id":"438ce034-86dc-4bb0-88ad-9b6d0a828c61","year":2018},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.104517Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:a4022e331645d0f4d3f9b37e8e0b623edf7d601ca5acbad4fe2bd90f8b1156fe","observation_id":"c56f8267-2f07-4332-98ec-f6496d2a31ea","resolution":{"observed_at":"2026-08-11T12:48:10.256168Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.112937Z","title":"Software engineering for ai-based systems: A survey,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.112937Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:8ad5117ef16a1530515f505d84df49919a73b2e865c58a5af95c3377e6e17235","observation_id":"40d030ac-8086-46b6-948f-08dbf62a195e","resolution":{"observed_at":"2026-08-11T12:48:08.112937Z","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":"2026-08-11T12:48:10.228295Z","title":"Comparative analysis of image clas- sification algorithms based on traditional machine learning and deep learning,","venue":null,"work_id":"57bca64a-437e-4c6e-b0e5-61e1e6aa684d","year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.120308Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:e38a5df8e2f867e8951ea913085913e44d9b6be18e0280ff3c0634746d9b9ae5","observation_id":"e0a09b70-a37d-4083-a324-bd1f28593260","resolution":{"observed_at":"2026-08-11T12:48:10.234458Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.127528Z","title":"A survey on theories and applications for self-driving cars based on deep learning methods,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.127528Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:a8cea76167a1ef4dda4f2553cc630431d3d7a9c1810c6df73005f1cf009bdc68","observation_id":"bf39099f-c8e5-4a35-8806-111cf180927d","resolution":{"observed_at":"2026-08-11T12:48:08.127528Z","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":"2026-08-11T12:48:10.199182Z","title":"Can an algorithm hire better than a human,","venue":null,"work_id":"6eb8a7ad-acf1-40f7-8296-16c42ad09a52","year":2015},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.135159Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:30c9f3153560fa3a9a4cfec7b78df7ee98f0ec72ff7480ddb29710db2364d7c9","observation_id":"3efcbf0b-c479-4841-9c0d-e5f2a9ba35ad","resolution":{"observed_at":"2026-08-11T12:48:10.204974Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:10.181309Z","title":"The algorithm that beats your bank manager,","venue":null,"work_id":"296b25ed-4958-493c-b459-32fbfff3ac9f","year":2011},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.146900Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:4679a5860c233ae85032aa8fc45d6c00eded9165a39ba3cc649285c24bdfe66f","observation_id":"2e9f9fd0-ffae-4e80-9b08-e4f73867f79f","resolution":{"observed_at":"2026-08-11T12:48:10.186907Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.153661Z","title":"A survey on bias and fairness in machine learning,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.153661Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:c97f8c92f142a2f58969cb518124c9a4dc2755f35c152f8024321cba4ac9444b","observation_id":"78554684-7a3b-402a-9744-110de9b047f4","resolution":{"observed_at":"2026-08-11T12:48:08.153661Z","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":"2026-08-11T12:48:10.152137Z","title":"Bias and unfairness in machine learning models: a systematic review on datasets, tools, fairness metrics, and identification and mitigation methods,","venue":null,"work_id":"886ff69f-e78e-4c44-9d25-bd0a18a4228c","year":2023},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.159604Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:3b2f9def5d1c15e3f0cf94967233de0483a2fa8f5c1c101b472831a8fd33d8c4","observation_id":"02e8d7e7-7b49-412e-bf4e-d08cc923d522","resolution":{"observed_at":"2026-08-11T12:48:10.157923Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.165604Z","title":"A review on fairness in machine learning,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.165604Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:331525b7122eeae7b6bb5d9e93b3131ebc5cc852a63da7c843090e60ea1e4128","observation_id":"bf1b1f27-98bc-4917-8022-5c3962f824ba","resolution":{"observed_at":"2026-08-11T12:48:08.165604Z","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":"2026-08-11T12:48:10.121392Z","title":"Machine learning, ethics and law,","venue":null,"work_id":"8b6d1ef4-8f08-4d32-b7ef-b49ab259b2d2","year":2019},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.172030Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:7ec89b7ed2711f175e3b02f914e8ba4150ca3498923e10d8c48f6f1ed58d8ec2","observation_id":"ac13a5f5-6eac-4307-a810-e1acb215a83c","resolution":{"observed_at":"2026-08-11T12:48:10.127014Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.181078Z","title":"Software fairness,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.181078Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:e436cbdc4d49761929d23061024e6edf7b469208fc3e118031440dcafc13f1e4","observation_id":"a18c6196-2771-4ca4-8e7b-a328ee21d54e","resolution":{"observed_at":"2026-08-11T12:48:08.181078Z","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":"2026-08-11T12:48:10.088971Z","title":"Facebook apologizes after a.i. puts ’primates’ label on video of black men,","venue":null,"work_id":"166370b0-cc31-4c9c-b34b-74cad96a9b75","year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.188311Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:6146ab43faf0054f24ebee095d53f70503fa8dcd68c8126c6ab073a401992731","observation_id":"9bd85e84-83f9-4966-bbc8-7476c9fafe4b","resolution":{"observed_at":"2026-08-11T12:48:10.094696Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:10.070563Z","title":"’gay writing’ falls foul of amazon sales ranking system,","venue":null,"work_id":"6c451c49-a9a2-4f8f-9d46-f21127f2e1e7","year":2009},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.194837Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:11b519129fde7fa3e815268cd02e8c14b3ff4b1f340c354cebe5b02f0c9babad","observation_id":"56571b98-557f-47fe-a524-420b73645c51","resolution":{"observed_at":"2026-08-11T12:48:10.075822Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.200522Z","title":"Ai ethics issues in real world: Evidence from ai incident database,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.200522Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:18b73338c64b64657dd77288f7b105a56382265a1057826fb960a51de49f03b2","observation_id":"3678ba09-784e-479a-b95a-4d7d2887ba04","resolution":{"observed_at":"2026-08-11T12:48:08.200522Z","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":"2026-08-11T12:48:10.040106Z","title":"Bias mitigation for machine learning classifiers: A comprehensive survey,","venue":null,"work_id":"9a85a955-bfbf-404e-bfc9-df9249c1fa98","year":2024},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.205969Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:b8f4d230ccab0876aa2941dc1c556f4a387e23ece9762a48aa295135619e0881","observation_id":"0781d365-71f1-4f05-88d4-d472b13af668","resolution":{"observed_at":"2026-08-11T12:48:10.047129Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.211583Z","title":"Ai fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.211583Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:ea1b209721ea875a424e6f7ef197b840a792c2d9564e158bd588f5aedd2a47a4","observation_id":"cfaf46d3-0460-4f46-912e-584d8117cbbd","resolution":{"observed_at":"2026-08-11T12:48:08.211583Z","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":"2026-08-11T12:48:10.007912Z","title":"Fairlearn,","venue":null,"work_id":"f976435b-735b-42ef-a690-0d5ec1069d1d","year":2019},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.216771Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:96c2aa620270c487c687de61bbe36c7a1b0798f652ae8360e10df26535af7e79","observation_id":"2aab56df-2785-45f0-87ff-3cdc26712b9b","resolution":{"observed_at":"2026-08-11T12:48:10.014156Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.222734Z","title":"Exploring how machine learning practitioners (try to) use fairness toolkits,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.222734Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:d6e9269fd79c21cfbb7bae27bde5b6ea0b14cfe366e77774e1d03b8ca3d7fe9f","observation_id":"3b6bb37f-ef96-47d7-8b58-11aa8c20c405","resolution":{"observed_at":"2026-08-11T12:48:08.222734Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.229395Z","title":"The landscape and gaps in open source fairness toolkits,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.229395Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:68bd372bcaf6ed72148fd99ecb56ecdc90d74d86d932a03dfa004870df420755","observation_id":"66bb9ee1-f8c6-480a-be6c-bb3d857ef312","resolution":{"observed_at":"2026-08-11T12:48:08.229395Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.05055","last_updated":"2024-09-08T10:58:45Z","snapshot_observed_at":"2026-08-10T20:28:53.664602Z","submitted_at":"2024-09-08T10:58:45Z","title":"Investigating the Role of Cultural Values in Adopting Large Language Models for Software Engineering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.05055","snapshot_observed_at":"2026-08-11T12:48:08.237254Z","title":"Investigating the role of cultural values in adopting large language models for software engineering,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.237254Z"},"links":{"cited_paper":"/paper/2409.05055","citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:5e574a0db72f40996d08c79bc50263a2195c842a7b1605b669c42ef428a2704f","observation_id":"ec02b553-455b-4ebf-9f45-e4529a39510a","resolution":{"observed_at":"2026-08-11T12:48:08.237254Z","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":"2026-08-11T12:48:09.990080Z","title":"The extended unified theory of acceptance and use of technology (utaut2): A systematic literature review and theory evaluation,","venue":null,"work_id":"18271e02-5ab7-4ebe-9ca2-bbe20a2bd71c","year":2020},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.244393Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:22f181d0858511dcabf428aa161e545f259eb11606225bcdcad3622b9d1f2f36","observation_id":"12442b1f-de07-44e0-ad78-c90f760d6807","resolution":{"observed_at":"2026-08-11T12:48:09.995665Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.250291Z","title":"Where responsible ai meets reality: Practitioner perspectives on enablers for shifting organizational practices,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.250291Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:ddb1f56ba97172ae082c68670ecfdad79e7c44cb708e7b66b2c8c675bf1debfe","observation_id":"63216e5a-dcaf-4f8b-9e0f-c8f24a0c0ac3","resolution":{"observed_at":"2026-08-11T12:48:08.250291Z","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":"2026-08-11T12:48:09.970233Z","title":"Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology,","venue":null,"work_id":"2c73ccaf-2f77-4803-a4a9-f9584b916964","year":2012},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.257247Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:5545e0cbcbc430f61937acc5305b5a5bcf58f7b4f1d6e583560480b7058ea714","observation_id":"fec466e2-9edd-4ae5-95c8-58b89fb4aa49","resolution":{"observed_at":"2026-08-11T12:48:09.975953Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.263498Z","title":"A primer on partial least squares structural equation modeling (pls-sem),","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.263498Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:5fd8995a4b692255771ca54d05ba938d2a3f096a71387d7a82a31ca0dcc3e497","observation_id":"2968b761-580e-4042-997e-6d234492f43f","resolution":{"observed_at":"2026-08-11T12:48:08.263498Z","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":"2026-08-11T12:48:09.932767Z","title":"Fairness per- ceptions of algorithmic decision-making: A systematic review of the empirical literature,","venue":null,"work_id":"a5d5007c-167d-47b7-a317-c08fa58e6486","year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.269342Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:b3c7ccc6c40100b8fe6a7d784315e56c9513bf518495780776e393c800b41eee","observation_id":"1fc1de89-4b76-4d61-9ca5-f49e3c734d22","resolution":{"observed_at":"2026-08-11T12:48:09.938861Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.913545Z","title":"Fairness definitions explained,","venue":null,"work_id":"bd926fc8-cd43-409a-aff1-c88c3f0d942f","year":2018},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.277376Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:16eed4e2dd50b79eb2fa57ef630479e48dcc836af67e9536fcdd1d74de83375f","observation_id":"71083515-3f5f-4648-809a-74d0cc7c7732","resolution":{"observed_at":"2026-08-11T12:48:09.919359Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.283633Z","title":"Fair enough: Searching for sufficient measures of fairness,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.283633Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:ed7e1e91414bcf48c19ed926faa577dd7ccda116ee5ed0a3aa365a8b7d05e67e","observation_id":"f6f8e577-5371-4edc-8b00-b1aa4917dc33","resolution":{"observed_at":"2026-08-11T12:48:08.283633Z","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":"2026-08-11T12:48:09.894628Z","title":"Data augmentation for discrimination prevention and bias disambiguation,","venue":null,"work_id":"9997fce5-191a-404a-b213-d9231cedb462","year":2020},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.292106Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:3f9c0be84d618e6031d19672d846a8d9ae4c73263f0fa3ac9f8c90a83ee15b12","observation_id":"14a6856c-3146-47ea-831a-43d21dd62f3d","resolution":{"observed_at":"2026-08-11T12:48:09.899936Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.877205Z","title":"Optimized pre-processing for discrimination prevention,","venue":null,"work_id":"bcc62bb3-1b2c-4db9-b0d9-c5d901bc878f","year":2017},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.298773Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:a0020a07e1f54eeaaa22f38a1388418cdc0853abeabb410fc714d9599a2dfcb3","observation_id":"625d2412-0426-4d4e-9adb-f10fecbf0d04","resolution":{"observed_at":"2026-08-11T12:48:09.882847Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.859107Z","title":"Bias in machine learning software: why? how? what to do?","venue":null,"work_id":"ee7a2aae-c0be-4df0-b1ce-77eac0196fad","year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.305559Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:0243186fb5ac57c20293756890aa49ede8f38ef9fabd3d4798d49457153ee9eb","observation_id":"54669ba4-e7f2-45d9-9eaa-a63e964d752d","resolution":{"observed_at":"2026-08-11T12:48:09.865423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.311815Z","title":"Mitigating unwanted biases with adversarial learning,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.311815Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:799acee8e139689365ecde62c2a6714ade4e473ce27af0b63257d56cfdd82928","observation_id":"da1152ce-b099-4479-aeb0-743374531dde","resolution":{"observed_at":"2026-08-11T12:48:08.311815Z","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":"2026-08-11T12:48:09.828815Z","title":"Fairness-aware classifier with prejudice remover regularizer,","venue":null,"work_id":"0c83c003-e6ce-4b2f-9e61-4365eba7bb09","year":2012},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.320034Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:27bbb7ea1fbc1e74d7e6c2b66e2fccadf51b8b81f9b64266cd182470e6411756","observation_id":"4c030acd-7668-4442-9a97-5612f85facd8","resolution":{"observed_at":"2026-08-11T12:48:09.834492Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.810473Z","title":null,"venue":null,"work_id":"fa33ff78-8ad7-4c19-a02d-d97a8647f6c0","year":2012},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.326722Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:36f6ccc91796dcc7265edab59fd637f06578c134bd4504220b78d08db8575cbb","observation_id":"47124cd4-08b3-4a87-9a7c-c1065123eb9b","resolution":{"observed_at":"2026-08-11T12:48:09.816166Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.339171Z","title":"Data preprocessing techniques for classi- fication without discrimination,","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.339171Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:e106870db4106b1200d4490b30437b05ffc704c6040ac61c8e27c26685dceea6","observation_id":"62e6168e-0490-44c4-8564-e97d095ecf3e","resolution":{"observed_at":"2026-08-11T12:48:08.339171Z","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":"2026-08-11T12:48:09.778549Z","title":"Fairway: a way to build fair ml software,","venue":null,"work_id":"80aa4bf0-8030-4f1e-8b14-edf8aab0c5e6","year":2020},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.345687Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:a7ee705769bf4109e73b8216234adc4c5b89857c981e0911663c800f571bdef9","observation_id":"acae2e3e-4c85-4351-9a84-da492202e3bd","resolution":{"observed_at":"2026-08-11T12:48:09.785772Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.351661Z","title":"Fairness testing: testing software for discrimination,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.351661Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:ed061e938f491666af323a5528182ca90f7bfa610aebed8d7c5c3c3c771f5c34","observation_id":"22fdb8c7-3022-4784-8a52-25d7118d86bf","resolution":{"observed_at":"2026-08-11T12:48:08.351661Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.358917Z","title":"Automated directed fairness testing,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.358917Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:0549b4d572a9b3a6f79f9987d26a74388b2d4033124f13fa0b8a2310441dfb99","observation_id":"c5b218d6-6320-4fe6-897a-52159461f3f4","resolution":{"observed_at":"2026-08-11T12:48:08.358917Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.365152Z","title":"Fairness improvement with multiple protected attributes: How far are we?","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.365152Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:9ded42d661f43588773ef3b8aea0ea61f7d3a589816b929032b323f3d08d275f","observation_id":"3f0b41c2-4189-4d81-98a0-e3e40d70f9c7","resolution":{"observed_at":"2026-08-11T12:48:08.365152Z","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":"2026-08-11T12:48:09.723371Z","title":"Refair: Toward a context-aware recommender for fairness requirements engineering,","venue":null,"work_id":"fa5c4a69-a517-4bd9-bad3-dcb5bc409bac","year":2024},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.370805Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:73eedf2c11ca7df715ff8148f47fa2b56d00d50d4ae586676bdcc99755947f1b","observation_id":"f9736b8b-ab90-4f22-b021-0cb4b8c227dc","resolution":{"observed_at":"2026-08-11T12:48:09.729480Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.704606Z","title":"Fairness-aware machine learning engineering: how far are we?","venue":null,"work_id":"b6e87646-7d05-4ad7-b5f3-b491fe011ce9","year":2024},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.377739Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:9b00e8293e43994461ef5a7460773b9a44c7562d9a9de8bf703135e0203ccf01","observation_id":"b7eeaa27-a6a2-4034-b556-13a84769cc4e","resolution":{"observed_at":"2026-08-11T12:48:09.710771Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.685675Z","title":"Lift: A scalable framework for measuring fairness in ml applications,","venue":null,"work_id":"85df2e3f-e9c9-47c3-abc2-ef224794a48d","year":2020},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.384010Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:c1d0ad3fedf578c06e367f4e5af74ab955a6cc524bcf3faeea3c0df9ccc87ec8","observation_id":"72baba00-cb3c-4e69-8f5e-ed65e813fcfe","resolution":{"observed_at":"2026-08-11T12:48:09.691610Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.389113Z","title":"“ignorance and prejudice","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.389113Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:231ebe57251134ddf5258ab39e2892429fd682b7fa2e8f7abf1a33b5eec7c0d7","observation_id":"231ee24d-2d3f-4298-b806-aa95fdf3a2a6","resolution":{"observed_at":"2026-08-11T12:48:08.389113Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.19038","last_updated":"2024-08-02T15:43:40Z","snapshot_observed_at":"2026-08-06T04:22:08.575368Z","submitted_at":"2024-02-29T11:02:47Z","title":"Understanding Fairness in Software Engineering: Insights from Stack Exchange","version":3},"cited_work":{"arxiv_id":"2402.19038","doi":null,"metadata_source":"pith","pith_arxiv_id":"2402.19038","snapshot_observed_at":"2026-08-11T12:48:08.992561Z","title":"Understanding Fairness in Software Engineering: Insights from Stack Exchange","venue":"cs.SE","work_id":"d87a70cc-b84b-44af-b474-428c2eaffc80","year":2024},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.394836Z"},"links":{"cited_paper":"/paper/2402.19038","citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:125e8563de659a9b3c4a8fe3c462501b89a32214d404db206964bf2b529aecdd","observation_id":"4ca57c2c-938d-424a-8788-723dd41c266f","resolution":{"observed_at":"2026-08-11T12:48:08.999252Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.16683","last_updated":"2025-04-22T15:37:21Z","snapshot_observed_at":"2026-08-12T07:38:58.382307Z","submitted_at":"2024-08-29T16:28:43Z","title":"A Catalog of Fairness-Aware Practices in Machine Learning Engineering","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.16683","snapshot_observed_at":"2026-08-11T12:48:08.403077Z","title":"A catalog of fairness-aware practices in machine learning engineering,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.403077Z"},"links":{"cited_paper":"/paper/2408.16683","citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:f8b05f2b4186db5ebf2a0cb65f684b7174585d9d5ed6220364804c09f112cad8","observation_id":"d37c44ef-ba45-4ac6-a7bb-ad9d4e59bc49","resolution":{"observed_at":"2026-08-11T12:48:08.403077Z","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":"2026-08-11T12:48:09.652784Z","title":"Fairness-aware practices from developers’ perspective: A survey,","venue":null,"work_id":"1112deea-c41f-4ca4-89a8-0dc3cbb49eb7","year":2024},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.409374Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:2de2e776f6898e9f987488d8845b1825107f4afa1fffd1217534103852d9a2a2","observation_id":"f9f0b9d1-c119-4136-9638-0ddc78b5a9b1","resolution":{"observed_at":"2026-08-11T12:48:09.658862Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.415433Z","title":"“fairness toolkits, a checkbox culture?","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.415433Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:c19d0a2cf70b45b9b1da18df142fe91f47391ac0c67f0ddb031cea2b60c36cb8","observation_id":"1099f5a4-f3ba-4a7e-aae8-cc9f8d96c937","resolution":{"observed_at":"2026-08-11T12:48:08.415433Z","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":"2026-08-11T12:48:09.633395Z","title":"The what-if tool: Interactive probing of machine learning models,","venue":null,"work_id":"050f07f4-791c-43d2-b300-a594556bab37","year":2019},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.421301Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:9bb8731267e499f5c8f058440ac81287f628481db7e45bc17309931e9c94f2e5","observation_id":"afa9ee37-ea12-4104-95d4-90b078ef70f2","resolution":{"observed_at":"2026-08-11T12:48:09.639541Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.613057Z","title":"scikit-fairness,","venue":null,"work_id":"998a1cec-b2c8-4c6a-99d8-621a6fab3516","year":2019},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.427871Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:c0ff10b7c3554f1647d6d750f3cac5d056f9526175b922236acdee70a581af67","observation_id":"2ee15062-c022-426e-be52-dc35f6df27b7","resolution":{"observed_at":"2026-08-11T12:48:09.619759Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.593615Z","title":"Improving fairness in machine learning systems: What do industry practitioners need?","venue":null,"work_id":"b2d23dba-2e34-46c3-bca9-d45114ee9ac8","year":2019},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.435238Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:975b0c6d500115c4cca322c0a5e2f9038454639b853dc0025ecc0ef152f4e995","observation_id":"563d2e11-6c38-46d8-bd05-0eec9cb72306","resolution":{"observed_at":"2026-08-11T12:48:09.599193Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.574233Z","title":"Why don’t men ever stop to ask for directions? gender, social influence, and their role in technology acceptance and usage behavior,","venue":null,"work_id":"c5cfdb39-f26d-4edc-a84a-02aa678db14d","year":2000},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.441404Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:c5072bc33e44f4d92177e321a67c200a195196d3ae3e434c617ae0ee9e30c578","observation_id":"9c7e6c53-217f-45c3-9ab7-9ad3e34d4185","resolution":{"observed_at":"2026-08-11T12:48:09.579783Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.448224Z","title":"User acceptance of information technology: Toward a unified view,","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.448224Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:f2b3cc1da98680b9d1339b0cf861932953bd88d9999a9fc3c560bf20749e1212","observation_id":"968fac45-1fad-4c09-9c69-b57ae637a7de","resolution":{"observed_at":"2026-08-11T12:48:08.448224Z","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":"2026-08-11T12:48:09.542376Z","title":"The unified theory of acceptance and use of technology: A new approach in technology acceptance,","venue":null,"work_id":"01049cf4-b1ce-4d2a-8230-6869c6b4eb0d","year":2020},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.455839Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:9cda0b2446f989ea4b9ac44b192a549d0ff2272b3f44e4178d1f02e0590b2bcb","observation_id":"531cb591-6e6a-45ed-9cce-0fbe3f88fa8b","resolution":{"observed_at":"2026-08-11T12:48:09.548441Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.461825Z","title":"Technology acceptance model,","venue":null,"work_id":null,"year":1989},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.461825Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:b5433718223581e3c0c5297d5f2c342fd57617b9679c7040a1cddd93747e02f1","observation_id":"6e527441-70e5-493e-8308-372727504b73","resolution":{"observed_at":"2026-08-11T12:48:08.461825Z","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":"s/5830365","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.855956Z","title":"Online appendix,","venue":null,"work_id":"893efcf5-58ea-4cfa-bb3f-70143c0efc18","year":2024},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.467303Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:207e9454329296db74bccd83959f53fe6672069f39d00d52eddd61a76ce587a2","observation_id":"a7c41abf-b44a-4373-9158-01a5e548b871","resolution":{"observed_at":"2026-08-11T12:48:08.867950Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.510758Z","title":"Ethical perceptions of ai in hiring and organizational trust: The role of performance expectancy and social influence,","venue":null,"work_id":"37896ad5-1980-4731-9df3-24e550534bf8","year":2022},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.473511Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:fe7d67de8dcaeb6e566094515dbf8c8af86698bcb8c5565b393bede50dbc74df","observation_id":"2a7230f4-b051-4d83-a806-3d4c668483eb","resolution":{"observed_at":"2026-08-11T12:48:09.516807Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.492932Z","title":"Oneto and S","venue":null,"work_id":"f976229e-d8ce-4f89-b73b-88d30583fa4d","year":2020},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.479269Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:605bb27109a815208639bd22aefc8c22e67f22b29f3952658a4af49ac3e34a1d","observation_id":"2110bff2-f1fd-4e68-9945-1c497c5e6a60","resolution":{"observed_at":"2026-08-11T12:48:09.498180Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.474156Z","title":"Perceived usefulness, perceived ease of use, and user acceptance of information technology,","venue":null,"work_id":"a126e322-9eac-4154-b566-3930034b2d8c","year":1989},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.486496Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:ebb0abbed8609ce6c0aedf1a35d40a9fb5b541648c09d583388c55b6231aeb24","observation_id":"a7fabc07-7a66-4b79-9c76-fece0cdfd644","resolution":{"observed_at":"2026-08-11T12:48:09.480130Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.446951Z","title":"User acceptance of hedonic information systems,","venue":null,"work_id":"fefe1ddd-6c2b-4328-b29e-642fe04d0776","year":2004},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.493360Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:792820f0aa4b7be2300e7ed3ce73cca48139835d9ce202c49318e4f86ccb46a3","observation_id":"f4410771-e0d6-437b-ac34-17eda219e787","resolution":{"observed_at":"2026-08-11T12:48:09.461422Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.499346Z","title":"Statistical power analyses using g* power 3.1: Tests for correlation and regression analyses,","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.499346Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:af32ab0cb3b8aab5d206ea250e106566d2d5bdd6f177de7bfb82382a8a2e92d6","observation_id":"b482a06c-a8ad-49c7-9ead-f9a7df0f655b","resolution":{"observed_at":"2026-08-11T12:48:08.499346Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.506895Z","title":"Personal opinion surveys,","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.506895Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:de53bd9a73726c81afae2990e324444f3f3b2f64432a972e0e35ec87f3f9f77c","observation_id":"da95c1e3-9870-4f54-a556-53f3cbd5bdf0","resolution":{"observed_at":"2026-08-11T12:48:08.506895Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.513306Z","title":"Conducting research on the internet:: Online survey design, development and implementation guidelines,","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.513306Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:8ae6edd7c34860525d011d5bb389936f897fc46f601f5f15b820142304a9d399","observation_id":"69e0a69d-dcd3-4287-aabd-5def808a6f65","resolution":{"observed_at":"2026-08-11T12:48:08.513306Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.518743Z","title":"Pls-sem for software engineering research: An introduction and survey,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.518743Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:3152c54371db1cecbab149addb8ada48f2a9a57ef81beb1c1200e704c41d58db","observation_id":"91adcf3e-daa8-47bb-af11-9a7c16303c72","resolution":{"observed_at":"2026-08-11T12:48:08.518743Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.524501Z","title":"Do you really code? designing and evaluating screening questions for online surveys with programmers,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.524501Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:daa694b82ce16a8b047d019da9ff20eb8ab63a95b2c29c99bf640786110d468b","observation_id":"469f9850-efb4-4964-9a66-397aa6d4a7e6","resolution":{"observed_at":"2026-08-11T12:48:08.524501Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.530601Z","title":"Empirical standards for software engineering research,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.530601Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:7377f9f2f55ca5fbaa29bc76d5bc7ea6d616b83d47ae36a1eb73a7c72214685b","observation_id":"917947b8-2dad-48c1-8dc6-622abda38e00","resolution":{"observed_at":"2026-08-11T12:48:08.530601Z","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":"2026-08-11T12:48:09.351998Z","title":"Ethical issues in software engineering research: a survey of current practice,","venue":null,"work_id":"fa649a5b-2487-40e7-8a39-0892d4a50b67","year":2001},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.540350Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:e738117e65c650d684acc35498e5fdd615253939e31655b56bd019bbd7164fd2","observation_id":"0ed7c9d2-f86c-427d-8887-815d9abfb9de","resolution":{"observed_at":"2026-08-11T12:48:09.358302Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.547004Z","title":"Smartpls 4,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.547004Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:c8edcbe7299f7ab26fd0d6b14c1422249c567635588372bb5d63a4abd0c54b98","observation_id":"c218f9f3-e2d8-45ee-ae80-3b5605cad791","resolution":{"observed_at":"2026-08-11T12:48:08.547004Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.565126Z","title":"The partial least squares approach to structural equation modeling,","venue":null,"work_id":null,"year":1998},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.565126Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:4d612bf774742e28f0b82726afceb5dc59a210e104aa36377309ecc150ade943","observation_id":"b0cd3bc9-2b24-4f9e-a5c2-cf70120f8f84","resolution":{"observed_at":"2026-08-11T12:48:08.565126Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.559552Z","title":"A new criterion for assessing discriminant validity in variance-based structural equation modeling,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.559552Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:85aec3e26c69978a1daae1b1a416dc29f27a1b0edc097e4c220507aac4b7d885","observation_id":"69f68e74-ca48-4521-8ede-de68dd539e46","resolution":{"observed_at":"2026-08-11T12:48:08.559552Z","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":"2026-08-11T12:48:09.249662Z","title":"The elephant in the room: Predictive performance of pls models,","venue":null,"work_id":"ed83ab01-a19b-4a83-b30f-280cd108db3b","year":2016},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.576776Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:8544181ad159aa99e830be64dbf8147e61e166cc5fac1e43d57118a5fef2e0a4","observation_id":"aaa9ea02-5b6f-4f5d-9200-25292842ac25","resolution":{"observed_at":"2026-08-11T12:48:09.256744Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.571047Z","title":"On the value rel- evance of customer satisfaction. multiple drivers and multiple markets,","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.571047Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:c53284e38aa572f592633a6054622eec6a38a90eff61b51ae8cbb62b8d04e631","observation_id":"9e96f11f-03b7-4074-b499-e2a7e875559f","resolution":{"observed_at":"2026-08-11T12:48:08.571047Z","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":"2026-08-11T12:48:09.209447Z","title":"Personal computing: Toward a conceptual model of utilization,","venue":null,"work_id":"3f623aa2-913b-40b5-a15a-41e696d925c6","year":1991},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.590077Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:4b41d1ee9784c6ee3480f62d87895c11eb37a78e5c65a03bef4948a95737c7b1","observation_id":"9b9d8f33-a39b-4eb9-af8f-40a84bf8715b","resolution":{"observed_at":"2026-08-11T12:48:09.215092Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:09.228367Z","title":"Predictive model assessment in pls- sem: guidelines for using plspredict,","venue":null,"work_id":"e407b6f3-c0c8-437a-a926-a97ed59b921d","year":2019},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.583439Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:9da9892c83ae650748da08f913567c2aa5eedb39b388726115c61904978f4310","observation_id":"014741e3-c362-4f21-8d5e-910a78674272","resolution":{"observed_at":"2026-08-11T12:48:09.235007Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.595983Z","title":"Wohlin, P","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.595983Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:8e07a51b08f063cca9add77f9c3c47151b4f18817e0d95739f4b5c484298500f","observation_id":"c3ebb48c-e653-4de0-90c7-159c432e3d8f","resolution":{"observed_at":"2026-08-11T12:48:08.595983Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T12:48:08.553894Z","title":"Available: https://www.smartpls.com/","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?","version":2},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-11T12:48:08.553894Z"},"links":{"citing_paper":"/paper/2412.13846"},"observation_digest":"sha256:c949316411be686e5329b708ee8e2b6df7c8a488a7e63344f39d33cef8bbf732","observation_id":"9c22872d-76d3-4d16-9dcc-e1adf9f8a706","resolution":{"observed_at":"2026-08-11T12:48:08.553894Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2412.13846","last_updated":"2024-12-19T10:22:55Z","latest_version":2,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-11T12:42:11.026618Z","submitted_at":"2024-12-18T13:38:28Z","title":"From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?"},"reference_resolution":{"displayed":74,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":36,"verified_exact":2,"verified_fuzzy":36},"total_outbound_references":74},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"thesis":"As of 12 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2412.13846."}