{"as_of":"2026-08-11T11:43:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:bfe37129547b408f25bd117693cbfe69fa5c711bc0bb7c989196e7fad6ada384","coverage":[{"denominator":29,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":29,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T20:43:16.763159Z","state":"measured"},{"denominator":29,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":29,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+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/2501.07553/citation-record","integrity":"/paper/2501.07553/integrity","json":"/paper/2501.07553/citation-record.json","paper":"/paper/2501.07553"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:17.072155Z","title":"https://bit.ly/BERTiMuS-Anonym, 2024","venue":null,"work_id":"ac1eba93-121a-4ee7-837c-286958e8a43c","year":2024},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.665789Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:848f5f760aa2a600cc9f9a5f9d3c2bb4e2882b2bd19fcae5e29a3f1da25cd204","observation_id":"58987158-2dd3-47d9-a285-c807dd1830ff","resolution":{"observed_at":"2026-08-10T20:43:17.075607Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-10T20:43:16.670186Z","title":"Gpt-4 technical report","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.670186Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:de34e536473688992182a8ceff17018f3f5f016fe3f5d29bab03301528102fa2","observation_id":"920e4aec-97b5-4992-8d5c-7c82f24c8dc5","resolution":{"observed_at":"2026-08-10T20:43:16.670186Z","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":"2026-08-10T20:43:17.061388Z","title":"Fim: fault injection and mutation for simulink","venue":null,"work_id":"72520704-cc07-428e-b751-195b90c0b993","year":2022},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.673909Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:18363effd6320d886af9716fab0b8b1eb0ad49e222d388d2e8f7429342c08ea8","observation_id":"4bb3f9bd-463f-4a9f-b2b0-850eb3781edc","resolution":{"observed_at":"2026-08-10T20:43:17.065183Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:17.050987Z","title":"Property-based mutation testing","venue":null,"work_id":"4949e527-ad93-4a94-acaa-ccd4a18d7388","year":2023},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.677532Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:9725e7c7ac4c311505cc8d0fcb6e692c47f7d0922d43756c662cc71d97ee9990","observation_id":"59d0a9b5-0f1b-4201-b230-990e75799989","resolution":{"observed_at":"2026-08-10T20:43:17.054668Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:17.040241Z","title":"Mutation operators for simulink models","venue":null,"work_id":"d2264308-81c6-43de-9fae-ecd28d98392a","year":2012},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.681438Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:9654a93050f4bc8690334aa581447fe4c5e3e2dbecbf9b1cd56f02d8d164655e","observation_id":"61f9960a-769b-4442-8f08-73fab43ace8e","resolution":{"observed_at":"2026-08-10T20:43:17.043539Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:17.030903Z","title":"Enhancing genetic improvement mutations using large lan- guage models","venue":null,"work_id":"04e42c93-5f23-4dbf-9c4e-8be6712c0a0c","year":2023},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.685018Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:888f2a2cb8301e18fdb2fa7b762237404a820b27da426f094426772b4a931c9a","observation_id":"8fa2f680-8a41-4169-b903-737e73fa71df","resolution":{"observed_at":"2026-08-10T20:43:17.034384Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:17.020470Z","title":"Effective test generation using pre- trained large language models and mutation testing","venue":null,"work_id":"e7e298a0-7852-44cc-b71b-66683f53bab5","year":2024},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.688806Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:ba5c5c1b7629436eeeef11653d8f09d3d475d9ead80129be5a847d49016ea5cd","observation_id":"9043c323-6ac4-414f-9160-de203c66fb4a","resolution":{"observed_at":"2026-08-10T20:43:17.023769Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:17.010711Z","title":"µbert: Mutation testing using pre-trained language models","venue":null,"work_id":"f3e78507-a880-4159-a0c3-155c4a8288d3","year":2022},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.692019Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:5c82d3ea0fc4e58008806f105f6ee22e984bb79fe00718b8e730575bbe5b173c","observation_id":"1730a5cd-c74c-413d-aee4-c98f1aba5f3e","resolution":{"observed_at":"2026-08-10T20:43:17.014131Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1810.04805","last_updated":"2019-05-24T20:37:26Z","snapshot_observed_at":"2026-07-30T09:12:38.100527Z","submitted_at":"2018-10-11T00:50:01Z","title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1810.04805","snapshot_observed_at":"2026-08-10T20:43:16.695395Z","title":"Bert: Pre-training of deep bidirectional transformers for language un- derstanding","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.695395Z"},"links":{"cited_paper":"/paper/1810.04805","citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:7189a9cdb34c1106eb9d8fbc936db8aacacbddd28cffd3a7dfa62dc058b37a56","observation_id":"e0fac950-65fb-4102-bcfa-6186658fb14b","resolution":{"observed_at":"2026-08-10T20:43:16.695395Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2002.08155","last_updated":"2020-09-18T15:38:12Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2020-02-19T13:09:07Z","title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2002.08155","snapshot_observed_at":"2026-08-10T20:43:16.699133Z","title":"Codebert: A pre-trained model for programming and natural languages","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.699133Z"},"links":{"cited_paper":"/paper/2002.08155","citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:4e8f92537e53eaeb5e450b37f01131e45d8ce1b8e21cacc6f5dae6ba1a7d93e6","observation_id":"06bf2700-f9de-4837-835a-4da579cfc383","resolution":{"observed_at":"2026-08-10T20:43:16.699133Z","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":"2026-08-10T20:43:17.001511Z","title":"Whalen, and Mats Per Erik Heimdahl","venue":null,"work_id":"250de03a-6769-47e3-80c4-50f9500ec5dc","year":2016},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.702663Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:f5d1cb66257b2220a12bb645258e717527922bb8ad8d6e5e3441ec606dd72489","observation_id":"62f80fc5-cc39-49d6-bb5c-2600c459ab2b","resolution":{"observed_at":"2026-08-10T20:43:17.004801Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.991673Z","title":"On the applicability of language models to block-based programs","venue":null,"work_id":"d651c6e4-220c-4647-a2ee-7439b3fd3b37","year":2023},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.706026Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:8fd01641471c68a2eac00f563dec563c012853a5e8048962bcafd50f32a9fbff","observation_id":"39581f4d-2287-4c3e-a08c-7a24622157e7","resolution":{"observed_at":"2026-08-10T20:43:16.995083Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.981984Z","title":"Test-case generation for embedded simulink via formal concept analysis","venue":null,"work_id":"abece03c-1ce8-4d34-a726-561fecd234c2","year":2011},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.709468Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:6521d2c2e93aa9b9ff05b8423d03dd17aa0ee621ea23ea77b22699a74eefa095","observation_id":"a7e6557b-1603-49ed-bb74-4a41cb97c0fc","resolution":{"observed_at":"2026-08-10T20:43:16.985653Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.971793Z","title":"An analysis and survey of the development of mutation testing","venue":null,"work_id":"b7a78f3c-71dd-463d-adf3-8544537b60f3","year":2010},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.712773Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:663285006a7c651264e9981590282336d897584d4d7d7fb835b99fa90fcffa07","observation_id":"cd42ea99-8c1e-48e1-a7d8-7677c12b5498","resolution":{"observed_at":"2026-08-10T20:43:16.975581Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.715807Z","title":"Defects4j: A database of existing faults to enable controlled testing studies for java programs","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.715807Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:a5d943bbc67d11146f05b7eb74fb8eb02fee4da1f9954fe459b49ca0fe6cc974","observation_id":"36f51631-20d1-4e11-bc18-ea4576e0a158","resolution":{"observed_at":"2026-08-10T20:43:16.715807Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2301.03543","last_updated":"2023-01-09T17:49:59Z","snapshot_observed_at":"2026-08-09T20:13:54.535372Z","submitted_at":"2023-01-09T17:49:59Z","title":"Efficient Mutation Testing via Pre-Trained Language Models","version":1},"cited_work":{"arxiv_id":"2301.03543","doi":null,"metadata_source":"pith","pith_arxiv_id":"2301.03543","snapshot_observed_at":"2026-08-10T20:43:16.791989Z","title":"Efficient Mutation Testing via Pre-Trained Language Models","venue":"cs.SE","work_id":"e946986a-f23d-435e-bda1-f562ffa838c0","year":2023},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.719177Z"},"links":{"cited_paper":"/paper/2301.03543","citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:7f34771e6e82bcaa96e274d14fb6f4d8cf28732afda54ff905a603198a7800ef","observation_id":"9e971468-5892-4518-a5aa-291181af1c64","resolution":{"observed_at":"2026-08-10T20:43:16.798080Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.956117Z","title":"Mutation- based test data generation for simulink models using genetic algorithm and simulated annealing","venue":null,"work_id":"c7eaaa3d-c052-45ae-aff1-f2759b4bdd03","year":2014},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.723066Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:78028e0d66a68e941b0f807cb20e66d6c7e01699426fae7bd5a23224e3b15ee6","observation_id":"0108a1d8-eb55-43ca-a8e1-1700e6158e0c","resolution":{"observed_at":"2026-08-10T20:43:16.960138Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.946816Z","title":"Briand, and Thomas Bruck- mann","venue":null,"work_id":"c51333da-b635-4ff7-947c-01b030de0a6b","year":2016},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.726053Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:ba7ade29ab4fc4b739aa896f69414d849911264f2d4a34020a8b7bade512a8ab","observation_id":"3b57b48b-d22c-4407-bf19-daf563a7f543","resolution":{"observed_at":"2026-08-10T20:43:16.950203Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.937560Z","title":null,"venue":null,"work_id":"872550e6-07d4-4937-8547-ce0fccc1787d","year":2019},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.729293Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:ae1fb9f6fb2b603c246f0c0b25402ffff28058de3a067c607457aeb142e7ad80","observation_id":"a7efe70c-1e31-4e90-86c4-22a94781ca51","resolution":{"observed_at":"2026-08-10T20:43:16.940753Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.927004Z","title":"Requirements- driven slicing of simulink models using llms","venue":null,"work_id":"5fdd14d7-a0ef-4d1e-a9da-f725c50b6a0e","year":2024},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.732572Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:cde9a86f5c246dcd956c0df42ac640b642365a74c38e1a4637162facab4dca9e","observation_id":"827df205-7927-4f0f-b44b-f70acadc6846","resolution":{"observed_at":"2026-08-10T20:43:16.930168Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.917507Z","title":"Test generation and test prioritization for simulink models with dynamic behavior","venue":null,"work_id":"7fbce5c4-556b-4569-b4e8-838544968432","year":2018},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.735977Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:5a00488177eff12f56b9dd4d72a08dc7c29bf2608d3d05844ab31050cf88fc30","observation_id":"9db9a4a6-79b6-47a3-a295-3e8c2e465bb8","resolution":{"observed_at":"2026-08-10T20:43:16.920570Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.908127Z","title":"Briand, Thomas Bruckmann, and Claude Poull","venue":null,"work_id":"3aed375c-4e88-4600-b762-2a655a5ec4b0","year":2013},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.739355Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:966db9d814f323209b62d65a1364ddc80319a2db682b8212d6650dbae0483516","observation_id":"f086e84a-dba2-4a5c-9a8a-7257bb70e01e","resolution":{"observed_at":"2026-08-10T20:43:16.911666Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.897726Z","title":"Mavridou, H","venue":null,"work_id":"f21ff66a-3f2c-45ca-913c-4c3e8f073b11","year":null},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.742898Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:9bef13ae6d09181abbe9e534abcd06530bf02204a3f7b718e05d73fb8e99a28d","observation_id":"fb047aaf-0ce2-4818-9c24-e4499ddac819","resolution":{"observed_at":"2026-08-10T20:43:16.901366Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.887512Z","title":"Briand, Stephen Foster, and David Wolfe","venue":null,"work_id":"3ca98f38-8f26-49d4-b1d6-91d1dbbcbddc","year":2019},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.746551Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:ea27d624d07523c50522bd7bec5046079ea36f89f65e7a447c00a479be17df7d","observation_id":"8a40d936-abd7-4c10-a20b-5152e5d870e2","resolution":{"observed_at":"2026-08-10T20:43:16.891133Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.876317Z","title":"Mutation testing advances: an analysis and survey","venue":null,"work_id":"ae6e45be-5296-4666-8f07-4c7d7332b577","year":2019},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.749742Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:1d914ddc45f9c8b0e69c9de5756f3d9c38338ab080f83311a32e7a8389022c9b","observation_id":"e03777d8-5f0f-422c-816f-196758b4059e","resolution":{"observed_at":"2026-08-10T20:43:16.880178Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.864883Z","title":"SIMULTATE: A toolset for fault injection and mutation testing of simulink models","venue":null,"work_id":"5435db5c-aa7d-4101-87f8-6b8eb68ebe0a","year":2016},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.753105Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:d1a5a4263103bb84b5e223e427ec1f5b97421bbe9f6a1642a0a16d3f1ba0ada3","observation_id":"95bccb2d-8f5b-4e3f-be04-7c5d4a0264da","resolution":{"observed_at":"2026-08-10T20:43:16.868723Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.853946Z","title":"Requirements coverage as an adequacy measure for conformance testing","venue":null,"work_id":"577a3b5a-1944-48bc-a76a-2628f4a36b58","year":null},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.756737Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:777e92f84f5d5ef347cf8578ec058496a22cdeec6547ba1f7e83a7d14f831629","observation_id":"f74b8b52-f34a-4c69-911e-dd91857ae518","resolution":{"observed_at":"2026-08-10T20:43:16.857901Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.842953Z","title":"SLNET: A redistributable corpus of 3rd-party simulink models","venue":null,"work_id":"441b8244-20c1-4c8d-99a9-ba881592e370","year":2022},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.759699Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:50e4840ba68c3b9788ac1daa67c6c416e14fe36fc722db227ef9d0f8b2f158c7","observation_id":"5d42c10b-2ef8-4534-8219-d988ee79fe07","resolution":{"observed_at":"2026-08-10T20:43:16.847028Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:43:16.833686Z","title":"Simulink, 2023","venue":null,"work_id":"2d7cb6ac-f718-4572-8e80-c4917e07da46","year":2023},"citing_paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-10T20:43:16.763159Z"},"links":{"citing_paper":"/paper/2501.07553"},"observation_digest":"sha256:f18e888ea79f714df74d420ef68a87a560ea8456a4bcaff794d528aefaf269c1","observation_id":"36ad57b1-0e87-499e-9115-3cd43ae6bb55","resolution":{"observed_at":"2026-08-10T20:43:16.836603Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2501.07553","last_updated":"2025-01-13T18:37:01Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-11T07:38:39.893065Z","submitted_at":"2025-01-13T18:37:01Z","title":"Simulink Mutation Testing using CodeBERT"},"reference_resolution":{"displayed":29,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":1,"verified_fuzzy":23},"total_outbound_references":29},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2501.07553."}