{"as_of":"2026-08-10T16:29:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c293f0ff231ebc30a33e322e9fecd77eca34f1235465064707db52b6bcfc2ae0","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T18:29:46.144066Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+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/2507.08160/citation-record","integrity":"/paper/2507.08160/integrity","json":"/paper/2507.08160/citation-record.json","paper":"/paper/2507.08160"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:29:50.821383Z","title":null,"venue":null,"work_id":"576d3ff2-de17-4a62-950d-bf2f4c9fb881","year":2007},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:42.660235Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:c4825ae747e986563eb2e77b6c06854e7fe06be2fbf815f809229fd3f17797f8","observation_id":"be9430ab-9efd-4f57-a60a-0143c3f47a19","resolution":{"observed_at":"2026-08-06T18:29:50.876202Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:50.686376Z","title":null,"venue":null,"work_id":"3889a5c4-c04b-4703-8ebc-553f1c4feaf8","year":2021},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:42.715856Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:ffd5089c06e148393f43ca8f7757b45c5709daa24f809bfdfe7a6b35936ed241","observation_id":"dbcf68d9-3d89-46d8-b631-b96ca7b12f8f","resolution":{"observed_at":"2026-08-06T18:29:50.737337Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:50.572761Z","title":null,"venue":null,"work_id":"e7b250e5-5b34-45c9-ad1a-aeafde3dc3a8","year":2022},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:42.789380Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:1c272839930d5015a98baa80f3e8b7d2581b38c57c1b59a73bc6a142625e4fa5","observation_id":"cc3639f7-5390-4d21-9e41-331da1992e33","resolution":{"observed_at":"2026-08-06T18:29:50.623256Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:50.438295Z","title":null,"venue":null,"work_id":"be06f157-ae95-4db3-926e-d715724124cf","year":2016},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:42.847359Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:7cfd8a0136faf061b9c00681cfebd0bedb3a02485aef3f4381051a14668c8b4d","observation_id":"b7d4c6e0-d30b-4a00-be6f-0ec919ee947f","resolution":{"observed_at":"2026-08-06T18:29:50.499788Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:50.316450Z","title":null,"venue":null,"work_id":"137f210a-a066-4816-aca0-6245ba4289f4","year":null},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:42.920295Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:c7fa709f4d0d14c44104f01b84e2a1305b678e1372fc8c8fb26fe6a8600a37d1","observation_id":"288404a7-6d23-4898-9fe0-35121bafc46d","resolution":{"observed_at":"2026-08-06T18:29:50.370312Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:50.198442Z","title":null,"venue":null,"work_id":"7cb20d84-17bd-4aa1-b1b3-9aeb8659c673","year":null},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.033570Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:2d91a55bb8bf16a84b73f85578157522cf39341197618f7ba215ef7c48545189","observation_id":"5115bdf3-4586-4738-893d-fc805d07e6a8","resolution":{"observed_at":"2026-08-06T18:29:50.254585Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:50.086554Z","title":null,"venue":null,"work_id":"dcc55ea7-87cf-4517-a8de-2668e09dbb63","year":2023},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.215041Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:8d8ac6103495a84e6d6f8efc7b8fc30843bcd61003d16418056b8391435fcf54","observation_id":"494f0436-3173-4e2c-9358-4ec0fb39e805","resolution":{"observed_at":"2026-08-06T18:29:50.141983Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.16774","last_updated":"2025-03-21T01:07:21Z","snapshot_observed_at":"2026-08-07T16:47:44.579353Z","submitted_at":"2025-03-21T01:07:21Z","title":"Current and Future Use of Large Language Models for Knowledge Work","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.16774","snapshot_observed_at":"2026-08-06T18:29:43.278526Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.278526Z"},"links":{"cited_paper":"/paper/2503.16774","citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:d4ce3752e130ba05f9fb97a1ea87a42b88e4c7e1b86802169f66e2c3331bfe6a","observation_id":"cec945b4-ea04-4ff5-acf8-4aa8197db9ba","resolution":{"observed_at":"2026-08-06T18:29:43.278526Z","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":"2026-08-06T18:29:49.991475Z","title":null,"venue":null,"work_id":"eef70ff3-dd6c-45d8-8220-4192b9c053a8","year":2022},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.350400Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:ffd621f306897b1bbe4a60b009f86af5ba21fee6a21998bc0e7cc1b560d438fd","observation_id":"519317f0-a119-4b38-b536-c9374352bc06","resolution":{"observed_at":"2026-08-06T18:29:50.034618Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:49.877014Z","title":null,"venue":null,"work_id":"1c9dfce9-616e-40fd-9f05-b9b9226769e6","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.441542Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:9849443bd296a490c0fe4974608e5225a5f8d482d1270aafa90430b9f85879cb","observation_id":"d5bdedd2-efec-4949-bbb3-fb7786b332f3","resolution":{"observed_at":"2026-08-06T18:29:49.927787Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.5281/zenodo.15334705","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":"Zenodo (CERN European Organization for Nuclear Research)","work_id":"1ef9fe8f-58cd-4937-952a-1bb1f5825cc2","year":2025},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.523771Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:ac047b3edc29104372fee865d3ca1c74b181290323e37f4534a128fcc83463cf","observation_id":"8567233f-c118-4898-b8d7-f85bb6a8dc1f","resolution":{"observed_at":"2026-08-06T18:29:46.322535Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:49.747778Z","title":null,"venue":null,"work_id":"394dff84-8c19-4b39-9098-7db9c52f8cdf","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.592557Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:b7511c55ac9e29f6ed2b4210af57463c08cd9afdfb5e2a4a6867937659f55ae6","observation_id":"5a72525e-1e76-42dc-ac0e-9cb2e5c64045","resolution":{"observed_at":"2026-08-06T18:29:49.812411Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:49.602242Z","title":null,"venue":null,"work_id":"0b3e889b-5076-48f3-95a0-7150c93feb07","year":2022},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.641231Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:321ea280ec599e1a65b906189e140d75bfa43cb950705e1a3460e24b21a5623b","observation_id":"30baae27-355e-41f4-bd3a-3a1a722c9116","resolution":{"observed_at":"2026-08-06T18:29:49.666568Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:49.407041Z","title":null,"venue":null,"work_id":"3165942e-ed67-495b-bdcc-f790affb3cbd","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.692482Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:0cd118cedf4c85aa5381566e7dedce3a40e5d3e9b0058391556aeecb13bda251","observation_id":"0a2b392d-c1dc-48ac-ab56-53108f64cfa3","resolution":{"observed_at":"2026-08-06T18:29:49.524565Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.15033","last_updated":"2023-06-26T19:48:17Z","snapshot_observed_at":"2026-08-05T22:38:08.305756Z","submitted_at":"2023-06-26T19:48:17Z","title":"Sea Change in Software Development: Economic and Productivity Analysis of the AI-Powered Developer Lifecycle","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.15033","snapshot_observed_at":"2026-08-06T18:29:43.761535Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.761535Z"},"links":{"cited_paper":"/paper/2306.15033","citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:13f7c133829cb4a1ff4d4c625d0ecff2bc1c7a4e11c2cd4797abc36cc7498834","observation_id":"802d1462-3439-49c9-a5a2-d22df2f64753","resolution":{"observed_at":"2026-08-06T18:29:43.761535Z","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":"2026-08-06T18:29:49.215909Z","title":null,"venue":null,"work_id":"2fc7920f-4d1e-439b-b7e3-e33bd23a11c3","year":2022},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.842981Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:fe5ad4442b237b469964a5a9a5b09f73f61c7c9f6575b1e54aa9148026bcefe1","observation_id":"349048b9-0454-464f-a4cf-a2759f93c68c","resolution":{"observed_at":"2026-08-06T18:29:49.304617Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:49.080960Z","title":null,"venue":null,"work_id":"1e5656a7-243d-4cfc-a5b9-20515e84408a","year":2017},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.906977Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:481b7987ab0afb064f4cae4409460223b79f33e5cd564147300e23ff00636602","observation_id":"c4e993f9-4de9-46dd-a456-6bbd863d760f","resolution":{"observed_at":"2026-08-06T18:29:49.147938Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:48.954530Z","title":null,"venue":null,"work_id":"ac303a2e-7a58-4d55-97e8-f702bb03575d","year":2014},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.951088Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:0f034d103161aa292353b13d2aa135f0cc67b0c4bf3d5a4d72df670e855d50f5","observation_id":"c2c3bb49-d2b6-4565-beec-c4d0ad17eced","resolution":{"observed_at":"2026-08-06T18:29:49.008234Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:48.812015Z","title":null,"venue":null,"work_id":"c708ab3e-5752-4b1e-b86b-a55bf2737c44","year":2020},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.058109Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:bd46e158947cfba12a6a38b0b7b56fa5e813c2ca425845fab1cfff6557c7a402","observation_id":"ea3232ea-d733-4715-83b7-b15fcee7093c","resolution":{"observed_at":"2026-08-06T18:29:48.894891Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.02781","last_updated":"2026-04-09T12:47:33Z","snapshot_observed_at":"2026-07-06T15:38:20.791132Z","submitted_at":"2023-06-05T11:14:18Z","title":"An Automated Survey of Generative Artificial Intelligence: Large Language Models, Architectures, Protocols, and Applications","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.02781","snapshot_observed_at":"2026-08-06T18:29:44.094266Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.094266Z"},"links":{"cited_paper":"/paper/2306.02781","citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:e42f2428a93e9314f0fa7fda4f487da459b02375a7890fa5a12baa215d5d674f","observation_id":"3e13a625-e59b-4528-a873-1e6e9bf021dc","resolution":{"observed_at":"2026-08-06T18:29:44.094266Z","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":"2026-08-06T18:29:48.643979Z","title":null,"venue":null,"work_id":"80ae7677-fcfc-45a5-ac8f-4b7ef9582779","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.155248Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:068c1ba9d8d9ee08bf4ecfa69f93f465d6f99b823bb885a5639a4462780e6ff3","observation_id":"b75f8dc4-b822-476b-92b1-b86631af1f11","resolution":{"observed_at":"2026-08-06T18:29:48.697305Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:48.544271Z","title":null,"venue":null,"work_id":"5ee5d79b-25af-4dca-bedf-2c374542835a","year":null},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.222265Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:e310d4d5c832d16386ceb84b05a53bc827ce63548774f23f44d0f26a756c2643","observation_id":"6e5d2f64-3cb6-4a16-ba32-9489ba728811","resolution":{"observed_at":"2026-08-06T18:29:48.582729Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.10468","last_updated":"2024-03-15T16:58:37Z","snapshot_observed_at":"2026-08-03T04:51:30.775893Z","submitted_at":"2024-03-15T16:58:37Z","title":"An Empirical Study on Developers Shared Conversations with ChatGPT in GitHub Pull Requests and Issues","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.10468","snapshot_observed_at":"2026-08-06T18:29:44.385026Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.385026Z"},"links":{"cited_paper":"/paper/2403.10468","citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:1a4235447bc5aec754757ed8f68383fb7b9ad40af02d3410d0613910d136f5b9","observation_id":"a6dfee58-882d-4296-a95d-5541c4a4dcc1","resolution":{"observed_at":"2026-08-06T18:29:44.385026Z","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":"2026-08-06T18:29:48.311722Z","title":null,"venue":null,"work_id":"c32808d8-3ee1-4b3c-aaa3-354243a4a5f1","year":2025},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.445770Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:cfaddf7b0697b2baefa493b318b3e9fe21c8b4d96642453098ae081f5f9a3809","observation_id":"c3ce89ac-eba7-4cd5-87f8-1b6168cef36c","resolution":{"observed_at":"2026-08-06T18:29:48.374737Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:48.207861Z","title":null,"venue":null,"work_id":"03fa6976-0d35-43a8-a036-f80d56ede043","year":2022},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.542779Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:17458ce0db7ba0be30be3112e01bdc9e7a6e8dfc62ebd93bcf2bd030d241013e","observation_id":"365c5f17-3590-459b-b1ae-a758651a10d9","resolution":{"observed_at":"2026-08-06T18:29:48.235075Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.11702","last_updated":"2024-03-16T22:16:40Z","snapshot_observed_at":"2026-08-10T00:32:38.394110Z","submitted_at":"2024-02-18T20:48:09Z","title":"Can ChatGPT Support Developers? An Empirical Evaluation of Large Language Models for Code Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.11702","snapshot_observed_at":"2026-08-06T18:29:44.639633Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.639633Z"},"links":{"cited_paper":"/paper/2402.11702","citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:311220ef55149becaedcd383f4ed47499ca57430a99c2f404abb950402b7922d","observation_id":"fd675457-e7a9-4cb9-8f82-ae0b7d4bc5d6","resolution":{"observed_at":"2026-08-06T18:29:44.639633Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.08922","last_updated":"2024-10-11T15:49:42Z","snapshot_observed_at":"2026-08-02T08:55:24.487905Z","submitted_at":"2024-10-11T15:49:42Z","title":"Exploring the Design Space of Cognitive Engagement Techniques with AI-Generated Code for Enhanced Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.08922","snapshot_observed_at":"2026-08-06T18:29:44.749053Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.749053Z"},"links":{"cited_paper":"/paper/2410.08922","citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:b7a63207075e7539bb1a0ac0ab95e7af3474e80bf5ad54574fbe16cf77f2ea44","observation_id":"ccc77a5a-9fa0-47b0-b5be-e3cea1f9948e","resolution":{"observed_at":"2026-08-06T18:29:44.749053Z","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":"2026-08-06T18:29:48.104250Z","title":null,"venue":null,"work_id":"376dd818-8f3a-4991-83b5-f284559e0d2b","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.830676Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:49e20117fd490fe28390a202227b411f57b579f714639eb961f08211f1d17c9b","observation_id":"10d4ad06-9a62-4c7b-ad9a-bc88a413fbc1","resolution":{"observed_at":"2026-08-06T18:29:48.155476Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.18648","last_updated":"2023-10-28T09:14:39Z","snapshot_observed_at":"2026-08-10T13:01:49.168994Z","submitted_at":"2023-10-28T09:14:39Z","title":"Generative Artificial Intelligence for Software Engineering -- A Research Agenda","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.18648","snapshot_observed_at":"2026-08-06T18:29:44.943776Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.943776Z"},"links":{"cited_paper":"/paper/2310.18648","citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:7bec400d461b86e9603f492bb57a9f3d481008818b93ae95d846a5fe595cf360","observation_id":"feadd1fc-5b45-4e23-bba4-3a9e78fad3f3","resolution":{"observed_at":"2026-08-06T18:29:44.943776Z","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":"2026-08-06T18:29:47.972981Z","title":null,"venue":null,"work_id":"8b753375-f138-448c-9157-d6ab72849b35","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.056260Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:a639559e654b4e08f09d91a758d67577f33dd207f5537281d2da8e6f4446bb9b","observation_id":"2c526eb6-a6b1-4c69-8726-7a45efe0063a","resolution":{"observed_at":"2026-08-06T18:29:48.031288Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:47.835204Z","title":null,"venue":null,"work_id":"b3e5cfc4-34be-4fb8-84da-36160e0bee9f","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.136164Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:a4692220d344cda83a5420961017dcd03b979ed1b2b0aee18f08ea6a99f3c35f","observation_id":"f750216e-12b6-4d35-9911-e5373d2d5d73","resolution":{"observed_at":"2026-08-06T18:29:47.889468Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:47.736957Z","title":"It’s Weird That it Knows What I Want","venue":null,"work_id":"054ffd00-a390-436f-8334-fc8128e71c3b","year":2023},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.223619Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:0bdfebd3f51e417599df98158d8f61c758b09122eea5a074df2b56cff5f59103","observation_id":"47a5ac02-55b0-44a7-b4e0-d8b3be1236a7","resolution":{"observed_at":"2026-08-06T18:29:47.782560Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:45.304029Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.304029Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:55b216617722cd0847071bb666ba21e31e7d2a1823e33a1b3ceee2290f5bee2d","observation_id":"bbb2c4e2-74a3-42c1-9374-d445f0062ec5","resolution":{"observed_at":"2026-08-06T18:29:45.304029Z","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":"2026-08-06T18:29:47.641856Z","title":null,"venue":null,"work_id":"4eda45ad-af43-4bc0-acc2-aff6abd47e46","year":2021},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.405529Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:c42137150d16bc1ec5f07468042d1c6e95dcfb37eb5df4a37046807859c1130d","observation_id":"e72ef66d-cece-4c50-b07f-9280fd6262bd","resolution":{"observed_at":"2026-08-06T18:29:47.683785Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:47.540074Z","title":null,"venue":null,"work_id":"ecc86f22-004f-4b05-9ace-d1678530cdee","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.505270Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:985734f6b6ae03c2ca6c5b07a846f2c24324f06952a06a9f2c339b2fc31fa34f","observation_id":"34244583-130c-4a2c-a092-283515e7eb07","resolution":{"observed_at":"2026-08-06T18:29:47.573744Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:47.407602Z","title":null,"venue":null,"work_id":"4edfc4ad-bf58-4253-984f-2762eefd4bba","year":2023},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.600488Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:42d8f361a64e75758982800c5cf8a43edd8fa09a642a0ceaa5f610ab63786bda","observation_id":"e75bf0f9-19e7-4355-b2b7-505393ea2ab5","resolution":{"observed_at":"2026-08-06T18:29:47.468237Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:47.326801Z","title":null,"venue":null,"work_id":"0b7a5eca-7ec9-43a2-8773-5d0bce2dd285","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.728219Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:65c11446a853d07a61baab819b20dc05da0ba89c62aaae5aa01b31ae4eb70119","observation_id":"2ed19238-6d77-4d62-b083-0a1ea5f1b009","resolution":{"observed_at":"2026-08-06T18:29:47.361790Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:45.818425Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.818425Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:28584233e43cc8aeecffb2a5f2756ba3e2670b9729bac71deb343b7342c7494d","observation_id":"25586929-1b2d-489c-9ecf-67c59fd91f9c","resolution":{"observed_at":"2026-08-06T18:29:45.818425Z","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":"2026-08-06T18:29:47.176958Z","title":null,"venue":null,"work_id":"82e09885-6674-482d-977d-01a35245de19","year":null},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:45.912633Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:851e027f8403f1e807f4326a9074291b38b82586604adf898f045c6cecbe1f5e","observation_id":"ccb086f4-5539-4452-8112-be59edec8b38","resolution":{"observed_at":"2026-08-06T18:29:47.263978Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:46.954202Z","title":null,"venue":null,"work_id":"8592a630-493d-4283-a694-6654d73490f9","year":2024},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:46.144066Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:bf04ff52483691490e389e6b75afed0142bdc21a9d560854c71ae4e99f0a9afa","observation_id":"74995041-5716-49ae-a0cd-174c60af667e","resolution":{"observed_at":"2026-08-06T18:29:47.084208Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-06T18:29:48.425970Z","title":"In Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering","venue":null,"work_id":"124a8ef3-9bbe-4f55-9f81-907a4ec796ca","year":null},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":2016,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:44.288447Z"},"links":{"citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:afdd4003d625fac2259c94f099c6301f95e0da3001885f8c000c9ca833029683","observation_id":"395cc014-e738-498c-a9dd-7c255ccbe9f7","resolution":{"observed_at":"2026-08-06T18:29:48.473195Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.05687","last_updated":"2023-09-11T16:39:37Z","snapshot_observed_at":"2026-07-06T16:17:04.004519Z","submitted_at":"2023-09-11T16:39:37Z","title":"Demystifying Practices, Challenges and Expected Features of Using GitHub Copilot","version":1},"cited_work":{"arxiv_id":"2309.05687","doi":null,"metadata_source":"pith","pith_arxiv_id":"2309.05687","snapshot_observed_at":"2026-08-06T18:29:46.436547Z","title":"Demystifying Practices, Challenges and Expected Features of Using GitHub Copilot","venue":"cs.SE","work_id":"e129e652-531c-4dfa-b4ee-dc18211b99c9","year":2023},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:46.012683Z"},"links":{"cited_paper":"/paper/2309.05687","citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:3c8c928f47b35f8bc399e65032a0aacaf8b29f492f5b486f1ad4f2b9a4816750","observation_id":"d7ad9ba8-bf2a-44da-ab64-8c263b7c3ec8","resolution":{"observed_at":"2026-08-06T18:29:46.519614Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.10977","last_updated":"2026-04-13T05:35:39Z","snapshot_observed_at":"2026-07-06T20:52:27.848221Z","submitted_at":"2025-03-14T00:50:12Z","title":"What's DAT? Three Case Studies of Measuring Software Development Productivity at Meta With Diff Authoring Time","version":2},"cited_work":{"arxiv_id":"2503.10977","doi":null,"metadata_source":"pith","pith_arxiv_id":"2503.10977","snapshot_observed_at":"2026-08-06T18:29:46.731032Z","title":"What's DAT? Three Case Studies of Measuring Software Development Productivity at Meta With Diff Authoring Time","venue":"cs.SE","work_id":"ff973467-2091-44f0-b009-9e24180e4dee","year":2025},"citing_paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-06T18:29:43.123983Z"},"links":{"cited_paper":"/paper/2503.10977","citing_paper":"/paper/2507.08160"},"observation_digest":"sha256:eb5ff3c6afe6cb02cf506fd3d02960b1446ee8bda0ec056570a15d6ae4164021","observation_id":"c013a73d-d800-497c-812b-727afca18406","resolution":{"observed_at":"2026-08-06T18:29:46.842895Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.08160","last_updated":"2025-07-10T20:43:08Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-10T13:02:16.438218Z","submitted_at":"2025-07-10T20:43:08Z","title":"The Impact of Generative AI on Code Expertise Models: An Exploratory Study"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":38,"verified_exact":1,"verified_fuzzy":2},"total_outbound_references":43},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.08160."}