{"as_of":"2026-08-14T14:24:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:eb80d92174fae9055136326f573ced9d3e7a83a0eeb59b7e3b1cdf912ad9960b","coverage":[{"denominator":39,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":39,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T19:34:04.406992Z","state":"measured"},{"denominator":42,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":42,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":3,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":3,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T18:00:29.846156Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-25T08:20:32.129806Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.06564","snapshot_observed_at":"2026-08-12T18:00:29.846156Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.14473","last_updated":"2025-03-06T20:49:51Z","snapshot_observed_at":"2026-08-14T10:22:21.245628Z","submitted_at":"2024-11-18T21:28:00Z","title":"Large Language Model for Qualitative Research -- A Systematic Mapping Study","version":4},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-12T18:00:29.846156Z"},"links":{"cited_paper":"/paper/2412.06564","citing_paper":"/paper/2411.14473"},"observation_digest":"sha256:f7afa77635a6f90f4d707048e6c397081aaf95dde70dbeeabc60c6a5a40da994","observation_id":"13f6ed96-97c8-4278-9981-88541b3370e2","resolution":{"observed_at":"2026-08-12T18:00:29.846156Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"cited_work":{"arxiv_id":"2412.06564","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.06564","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"ca0b0ef9-3e19-4ed3-9dc0-ac3185e20772","year":2024},"citing_paper":{"arxiv_id":"2508.15503","last_updated":"2026-05-21T21:46:55Z","snapshot_observed_at":"2026-07-06T22:16:05.197728Z","submitted_at":"2025-08-21T12:30:30Z","title":"Guidelines for Empirical Studies in Software Engineering involving Large Language Models","version":5},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-18T22:02:36.307598Z"},"links":{"cited_paper":"/paper/2412.06564","citing_paper":"/paper/2508.15503"},"observation_digest":"sha256:c5623165dde9cce032352368fc81f00225db8774286d09d17bc7b1054e63fd6a","observation_id":"cbd2fd52-74f3-4a15-90c2-d0ebfc3cfca5","resolution":{"observed_at":"2026-05-18T22:02:52.665661Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"cited_work":{"arxiv_id":"2412.06564","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.06564","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"ca0b0ef9-3e19-4ed3-9dc0-ac3185e20772","year":2024},"citing_paper":{"arxiv_id":"2508.15503","last_updated":"2026-05-21T21:46:55Z","snapshot_observed_at":"2026-07-06T22:16:05.197728Z","submitted_at":"2025-08-21T12:30:30Z","title":"Guidelines for Empirical Studies in Software Engineering involving Large Language Models","version":6},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-25T08:18:18.448122Z"},"links":{"cited_paper":"/paper/2412.06564","citing_paper":"/paper/2508.15503"},"observation_digest":"sha256:81b63bc44f99be5441b0a68e6238269f2d17e9af23451a51fdfe05a71bc5fcc7","observation_id":"8875f6c2-317c-4cf8-b3df-7e7d9f31fced","resolution":{"observed_at":"2026-05-25T08:20:32.133168Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2412.06564/citation-record","integrity":"/paper/2412.06564/integrity","json":"/paper/2412.06564/citation-record.json","paper":"/paper/2412.06564"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:34:05.231919Z","title":"Qualitative methods: what are they and why use them?","venue":null,"work_id":"8ea688a7-b94c-47c5-8b08-5ae19f12f3a0","year":1999},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.152119Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:42e9284db61e09050de7e4c48a740b5b088cb4bace66814c4b5a63458e4ba843","observation_id":"49d4fe17-a3dc-40ec-b978-feaeea69f89b","resolution":{"observed_at":"2026-08-11T19:34:05.238299Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:05.209831Z","title":"Qualitative methods,","venue":null,"work_id":"b5b015d5-4fd7-4431-9a2a-b526ed8bd771","year":2008},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.158468Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:802f034d78d9974f2aaa109fbe75cd9be7fa100ceb96cbc100b3cbb2829d7c15","observation_id":"271c9d2c-679f-43b1-8fa1-d36be0635cef","resolution":{"observed_at":"2026-08-11T19:34:05.218444Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.165568Z","title":"Corbin and A","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.165568Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:70e359becef953aa1d74164cae3bd5c389e187e2c4b734bc8266b440414ab498","observation_id":"6dc675f7-482c-42db-8bb0-e114be3cd93d","resolution":{"observed_at":"2026-08-11T19:34:04.165568Z","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":"2026-08-11T19:34:05.177457Z","title":"Qualitative analysis: What it is and how to begin,","venue":null,"work_id":"0671b1d0-cb64-4cc6-b3de-a226df2045b6","year":1995},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.173149Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:2de4be413dda60bacf7aa0c1b5db1c886722a98cb345671877c19ce6490ebce9","observation_id":"e0dfe11a-2aad-476d-97f4-43bc546dd15e","resolution":{"observed_at":"2026-08-11T19:34:05.182093Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:05.144605Z","title":"Grounded theory,","venue":null,"work_id":"cede3f1e-dcb8-405a-b7a4-c4e445bf5282","year":2015},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.179681Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:4c215ee8d6959ce002bb99586a24b270176c65dae62d3c04d3dc666d02a0a9db","observation_id":"8dbca0c3-e76f-4617-9541-57ed5d9800b1","resolution":{"observed_at":"2026-08-11T19:34:05.149866Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:05.129417Z","title":"Grounded theory in software engineering research: a critical review and guidelines,","venue":null,"work_id":"a6b10fb5-2ad1-42af-a7e9-4ca82734ac2d","year":2016},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.188718Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:8c588b6c3c5d86c269a27d98573497697c6ba7e4b137f7e46a049cf7d62d3ac3","observation_id":"be3804e2-0da2-4c42-bf14-fc78be28ade6","resolution":{"observed_at":"2026-08-11T19:34:05.135137Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:05.107575Z","title":"Brewer, Ethnography","venue":null,"work_id":"373f0423-f661-4acb-9495-215bad6f4d9e","year":2000},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.197693Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:7a9512fdf0375f8b776d58a7126b9c15059e0a90bf02ba5b2f591e4ad6c490c9","observation_id":"10585171-7c12-46ea-a7f9-d128f6e24b97","resolution":{"observed_at":"2026-08-11T19:34:05.115280Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:05.085228Z","title":"The role of ethnographic studies in empirical software engineering,","venue":null,"work_id":"469d29c1-7253-4885-ab94-058c744b3a5b","year":2016},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.207215Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:7b109d664778dd865d99fc5b3b370936e9f8207463d6a4aaa00caa873779cbf8","observation_id":"7a607c07-85a0-4a1b-8260-aeb85eb321a8","resolution":{"observed_at":"2026-08-11T19:34:05.091212Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:05.051028Z","title":"Action research,","venue":null,"work_id":"9e3f5d28-73df-4e49-97fc-e981f8d8005c","year":1999},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.215773Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:20e9c9df5bff2be22a129e90f7cd2367a089dc97e2c4303f838f11f284fc6c5b","observation_id":"41f9a6c9-a10a-4e49-a073-7d468938629c","resolution":{"observed_at":"2026-08-11T19:34:05.065091Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:05.026367Z","title":"Action research can swing the balance in experimental software engineering,","venue":null,"work_id":"0d4cc425-27de-40d3-bc71-d3dda48d25a5","year":2011},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.222482Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:53a91e8290707ca1e098deb33b4201a05525461877f52c666f8ff8fd985827ab","observation_id":"4eca1d11-f93d-4853-80bb-ca535833363d","resolution":{"observed_at":"2026-08-11T19:34:05.034945Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:05.009070Z","title":"Ezzy, Qualitative analysis","venue":null,"work_id":"426fc71b-a6c7-48aa-af4d-6b3f0a20926c","year":2013},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.227976Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:e38ad69c5681413b4eb517141d8b4c91332d400404658bcdd01383f24690bfbf","observation_id":"5cda3ead-e207-49e7-b832-87b09ec6fd1d","resolution":{"observed_at":"2026-08-11T19:34:05.014316Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.991186Z","title":"Carrying out qualitative analysis,","venue":null,"work_id":"0a497765-a222-4405-b5aa-358f82514d22","year":2003},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.234948Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:2afd163b521432611332cdee72d1d5b66796886874ebed2b5a3d2a05beb7ffad","observation_id":"d67daeca-a21b-4ac5-bac5-0f9109e2f347","resolution":{"observed_at":"2026-08-11T19:34:04.996272Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.249655Z","title":"Qualitative software engineering research: Reflections and guidelines,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.249655Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:40612a047ffde026fc295525fdb87682286419dcae97606490d23fc49a80ecb3","observation_id":"58dec961-efa5-4548-aff3-6714efdfb341","resolution":{"observed_at":"2026-08-11T19:34:04.249655Z","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":"2026-08-11T19:34:04.259664Z","title":"Qualitative methods in empirical studies of software engineering,","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.259664Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:7e41c13a96f86f7b8cc0f6b255057f7a3946e5ecd835436e312e0d80229ba829","observation_id":"4b439c4c-d6d5-4a74-bfa9-ee9947b71c11","resolution":{"observed_at":"2026-08-11T19:34:04.259664Z","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":"2026-08-11T19:34:04.952435Z","title":"Qualitative analysis,","venue":null,"work_id":"fafbcf6a-96bc-4ccd-acd1-50828449dafe","year":2014},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.267208Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:9c1c89a98cfce878c7a40fc0f7bd8572e6aeb38ae89f5e14317bcfb2e32a14bd","observation_id":"a8c36464-f064-4063-a698-ec02babc188b","resolution":{"observed_at":"2026-08-11T19:34:04.957278Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.934463Z","title":"Using qualitative analysis software to facilitate qualita- tive data analysis,","venue":null,"work_id":"7b557fac-ce02-418a-a106-dbef31088cb2","year":2014},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.274090Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:e27bc20a9a35d9e8db5e1e2157ed1b8a324b64d6c24498c4444e38bb6ced4b49","observation_id":"f73e7187-e3ea-4148-8b68-95d7e1f3e402","resolution":{"observed_at":"2026-08-11T19:34:04.942856Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.906193Z","title":"Computer software and qualitative analysis: A reassess- ment,","venue":null,"work_id":"dac273f5-3e63-42bf-ace9-6783fa3b8592","year":2019},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.279866Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:563a3760551f9049e51cbdd0b3fac4773bf5e4883f2f3ab855b6fd251a820a8d","observation_id":"9de5caa7-ff0e-4f5e-9dad-a2dfd542b29a","resolution":{"observed_at":"2026-08-11T19:34:04.914937Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.880997Z","title":"Learn for yourself: The self-learning tools for qualitative analysis software packages,","venue":null,"work_id":"6e65c24e-8fcf-490b-9ec0-7f6032bc81cd","year":2017},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.286105Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:bcf544ba1f8b41895e3349d93488eb02820b3bcce1f72f1b608c6f42108d46c9","observation_id":"ee743e69-5e19-4273-8877-78ccca608acd","resolution":{"observed_at":"2026-08-11T19:34:04.892775Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.859297Z","title":"Tools for analyzing qualitative data: The history and relevance of qualitative data analysis software,","venue":null,"work_id":"92f25512-dd8a-4142-9069-dfe36130263d","year":2014},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.291635Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:4dba5a87446559105e625d1164f1cbc86a84fa07156eeb12a918678af3ae4741","observation_id":"74060892-01b7-4471-9f22-a82f2eb14d73","resolution":{"observed_at":"2026-08-11T19:34:04.867736Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.842117Z","title":"Artificial intelligence and qualitative research: The promise and perils of large language model (llm)‘assistance’,","venue":null,"work_id":"29b83f95-0173-4420-9ef2-e6e3e65d5cf9","year":2024},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.297526Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:d6fe3bf2b2f40abe5a34abcf0ac3c85c3e34d8aa0ec835464431d99ce0f677d3","observation_id":"b1c06adf-6a52-48d6-803c-5598b8776479","resolution":{"observed_at":"2026-08-11T19:34:04.847177Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.822296Z","title":"An examination of the use of large language models to aid analysis of textual data,","venue":null,"work_id":"3171a6be-a496-4e62-ae91-579924dd6d65","year":2024},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.302435Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:e43f2cdc483cdca73ab3e62e8ebb2875fb61c0b8778ecccf20d121661e9410ed","observation_id":"fcf3d5ef-98dd-4a0f-a104-c78f9c520ffc","resolution":{"observed_at":"2026-08-11T19:34:04.829201Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.804070Z","title":"Ai and human reasoning: Qualitative research in the age of large language models,","venue":null,"work_id":"c45c9ce8-9622-473e-b197-84a3190ed2eb","year":2023},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.308129Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:ecbe1d2f847a00382f24193165f253c21aa5e47bb55b00ad9d6332284c193968","observation_id":"02708950-3925-4d4b-a60a-a79ec05234ee","resolution":{"observed_at":"2026-08-11T19:34:04.810028Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.317366Z","title":"Large language models for qualitative research in software engineering: exploring opportunities and challenges,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.317366Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:f720fe88fff3b10b953196faaa8f5c925a9133276266c5977bd67e37bf4496cc","observation_id":"6e3fcf47-820f-4708-b0f9-b73bec19b060","resolution":{"observed_at":"2026-08-11T19:34:04.317366Z","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":"2026-08-11T19:34:04.773906Z","title":"Ai and the transformation of social science research,","venue":null,"work_id":"3644073d-7758-4819-b46d-2f1430c63b7a","year":2023},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.323255Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:746addbe88c886217d3db5d7ebebac4e7be5700d4ae49d22146411d42ff6a94c","observation_id":"136e747d-9f22-4778-8f1e-7237ed2a754d","resolution":{"observed_at":"2026-08-11T19:34:04.778085Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.760394Z","title":"Chatgpt and other large language models are double-edged swords,","venue":null,"work_id":"63ba112d-08b3-4455-8b81-91b08b7d4827","year":2023},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.330418Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:3a02f7e59f9cc143194bd5bf11077a2ddb8a1bf38c292f9fd6c17a25389b145b","observation_id":"0269d8b3-9f9c-412a-a7bd-a17179495b9a","resolution":{"observed_at":"2026-08-11T19:34:04.765433Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.336512Z","title":"A survey on evaluation of large language models,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.336512Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:e4b8404c1c381597ba3579ef41fee972b70351a5e07245aa067bc0da584ca66f","observation_id":"2d4f2f92-02b7-485e-b728-66beca67ed4c","resolution":{"observed_at":"2026-08-11T19:34:04.336512Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.07362","last_updated":"2025-02-27T20:52:17Z","snapshot_observed_at":"2026-08-12T22:26:55.477182Z","submitted_at":"2024-10-09T18:22:31Z","title":"Large Language Models in Qualitative Research: Uses, Tensions, and Intentions","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.07362","snapshot_observed_at":"2026-08-11T19:34:04.344395Z","title":"Large language models in qualitative research: Can we do the data justice?","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.344395Z"},"links":{"cited_paper":"/paper/2410.07362","citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:772ca7dd10a9cd4fd34f9e88b5d113d031e7c878bee4dfed3ecccf266ffcee7a","observation_id":"8d9ec031-bff8-4058-850a-f6d21b972068","resolution":{"observed_at":"2026-08-11T19:34:04.344395Z","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":"2026-08-11T19:34:04.729082Z","title":"Patat: Human-ai collaborative qualitative coding with explainable interactive rule synthesis,","venue":null,"work_id":"3c12cf76-1b5f-4138-9374-bf2660780440","year":2023},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.350762Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:fd7b7024046c2bf9c2d41e975108f04a8e73376f639bede7683f618fdd4c6f86","observation_id":"3e5acaca-08bb-4915-8d9a-4bdcd53284c9","resolution":{"observed_at":"2026-08-11T19:34:04.733883Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.712767Z","title":"Collabcoder: a lower-barrier, rigorous workflow for inductive collabo- rative qualitative analysis with large language models,","venue":null,"work_id":"c99f94d9-6e83-4ee4-a00d-91dc2340122c","year":2024},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.355648Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:fc02962e85a5b149cbe3409bc14f78bae1303c886a24acdf83b5dba3eea4f112","observation_id":"08430ae8-ec5c-4f74-94f8-1474d4330dc3","resolution":{"observed_at":"2026-08-11T19:34:04.717599Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.00159","last_updated":"2024-06-06T18:46:40Z","snapshot_observed_at":"2026-08-13T04:29:45.563095Z","submitted_at":"2024-01-31T20:29:50Z","title":"Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.00159","snapshot_observed_at":"2026-08-11T19:34:04.360971Z","title":"Dolma: An open corpus of three trillion tokens for language model pretraining research,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.360971Z"},"links":{"cited_paper":"/paper/2402.00159","citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:1473139af860ad3d19d5596aa489a918161fbe66bfdebf9fdcd8baac1ca9dba8","observation_id":"26c1c2fc-2204-4ec3-9d51-68feb8944518","resolution":{"observed_at":"2026-08-11T19:34:04.360971Z","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":"2026-08-11T19:34:04.692259Z","title":"Fighting reviewer fatigue or amplifying bias? considerations and recommendations for use of chatgpt and other large language models in scholarly peer review,","venue":null,"work_id":"7b413035-07cb-4a1d-922b-b89ad4d3368e","year":2023},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.368589Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:ac75579c89587cb5cd84da3e30f00b1842e062f41dbefbbe509cfe2febb1b8d9","observation_id":"68df7b6b-f6d3-4f9a-b2a1-b18fe7dc7ed9","resolution":{"observed_at":"2026-08-11T19:34:04.698493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.667208Z","title":"The dangers of using proprietary llms for research,","venue":null,"work_id":"f8086ef0-bee2-46cc-b1e7-16d62b203580","year":2024},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.372767Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:7cd507888412b2ef172bf8cca8158407d64e4dd2c9fdb03d4df84199916e0444","observation_id":"8c79f83a-61dd-4e43-842d-b146fffe9aa2","resolution":{"observed_at":"2026-08-11T19:34:04.677436Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T19:34:04.376439Z","title":"Evidence-based soft- ware engineering,","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.376439Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:79a525f0d71e70ba8ff5a70c9d0de2c88b0ada2003e82d45367bafe06f4368dc","observation_id":"cf7f17cb-7ffc-4bbd-9e9b-0c02a99adb05","resolution":{"observed_at":"2026-08-11T19:34:04.376439Z","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":"2026-08-11T19:34:04.381466Z","title":"Recommended steps for thematic synthesis in software engineering,","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.381466Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:ca4d6b9c4083d4386d1f0bae89082ec6b6ba7f7a3720e7e5190c583358a52c55","observation_id":"7feb0524-29b0-44e4-9d2d-f0034b79565a","resolution":{"observed_at":"2026-08-11T19:34:04.381466Z","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":"2026-08-11T19:34:04.386325Z","title":"Prompt engineering in medical education,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.386325Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:d1a4e9ed31ef37721a7a95a7a4f4c779781a5c219b730f003ee560618b2357a5","observation_id":"11e2bb07-ed53-4ad8-ac1f-6bbd597389a0","resolution":{"observed_at":"2026-08-11T19:34:04.386325Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.11382","last_updated":"2023-02-21T12:42:44Z","snapshot_observed_at":"2026-07-06T14:54:37.559648Z","submitted_at":"2023-02-21T12:42:44Z","title":"A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.11382","snapshot_observed_at":"2026-08-11T19:34:04.391357Z","title":"A prompt pattern catalog to enhance prompt engineering with chatgpt,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.391357Z"},"links":{"cited_paper":"/paper/2302.11382","citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:8ae5531e6cd50eee760892d41fb8f91c5505e9aaa23a14bbd75c9f75d494b750","observation_id":"4a8ddf07-ebc9-4931-ac1f-a074b4233742","resolution":{"observed_at":"2026-08-11T19:34:04.391357Z","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":"2026-08-11T19:34:04.397886Z","title":"Guidelines for conducting and reporting case study research in software engineering,","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.397886Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:969b96c40e0cfe1e5df332d96018dfef4d2f86525c16618a4b6f721c30a6088a","observation_id":"4bebc02f-5c33-40ac-8d35-f42f7b3ebf0b","resolution":{"observed_at":"2026-08-11T19:34:04.397886Z","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":"2026-08-11T19:34:04.402343Z","title":"Threats to validity in software engineering research: A critical reflection,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.402343Z"},"links":{"citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:302bc2b8e0f3199cc230aab0b28af30179b7ee62d3e473b4cc702faef5c0d162","observation_id":"9f1a72dd-f6e8-4dce-bf42-a4d9e53eae84","resolution":{"observed_at":"2026-08-11T19:34:04.402343Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.15006","last_updated":"2024-02-20T18:44:20Z","snapshot_observed_at":"2026-08-13T04:55:05.869240Z","submitted_at":"2023-12-22T17:39:40Z","title":"Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities","version":2},"cited_work":{"arxiv_id":"2312.15006","doi":null,"metadata_source":"pith","pith_arxiv_id":"2312.15006","snapshot_observed_at":"2026-08-11T19:34:04.475520Z","title":"Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities","venue":"cs.AI","work_id":"875bb5eb-855c-419a-8cfb-5fadc3327381","year":2023},"citing_paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering","version":4},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-11T19:34:04.406992Z"},"links":{"cited_paper":"/paper/2312.15006","citing_paper":"/paper/2412.06564"},"observation_digest":"sha256:2b82843a11c3665c2ad569f2e1964555bc98bac853482ebd3260132c9edd3d1f","observation_id":"b5d4e0b9-54e1-4223-8d12-2771d51b6814","resolution":{"observed_at":"2026-08-11T19:34:04.484857Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.06564","last_updated":"2025-03-08T02:09:21Z","latest_version":4,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-13T12:40:32.858084Z","submitted_at":"2024-12-09T15:17:36Z","title":"Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering"},"reference_resolution":{"displayed":39,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":13,"verified_exact":1,"verified_fuzzy":25},"total_outbound_references":39},"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":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 3 inbound Pith citation observations for arXiv:2412.06564."}