{"as_of":"2026-08-11T10:26:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:53baddb5c2400ddad509113ba65847f486c6ffe24d3640baa469b0bc81ae266b","coverage":[{"denominator":26,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-02T20:04:32.823497Z","state":"measured"},{"denominator":26,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":26,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.00048/citation-record","integrity":"/paper/2607.00048/integrity","json":"/paper/2607.00048/citation-record.json","paper":"/paper/2607.00048"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2401.02985","last_updated":"2024-01-02T03:54:50Z","snapshot_observed_at":"2026-07-06T17:12:06.715778Z","submitted_at":"2024-01-02T03:54:50Z","title":"Evaluating Large Language Models on the GMAT: Implications for the Future of Business Education","version":1},"cited_work":{"arxiv_id":"2401.02985","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2401.02985","snapshot_observed_at":"2026-07-02T20:07:21.061263Z","title":"Evaluating large language models on the gmat: Implications for the future of business education,","venue":null,"work_id":"eb7ad09f-baf3-4f34-9de8-2b50719cebd7","year":2024},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"cited_paper":"/paper/2401.02985","citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:13af97aec3039eb57d7efe5026c56cd3324319a8d8346fa4583fa6ef6681e37e","observation_id":"d7c21e9b-7c14-4c94-bd06-85c7cdd9c79b","resolution":{"observed_at":"2026-07-02T20:07:21.022752Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.310388Z","title":null,"venue":null,"work_id":"4451dfbb-f943-44d2-abe6-1a0d6a0dd7e1","year":2024},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:a82f9fab7ae347c02cb983bc520fc53065fd77ff65adc91f3362ff69c338f145","observation_id":"c55ce7af-64ce-4c89-b01e-ae1ca513e841","resolution":{"observed_at":"2026-07-05T20:41:22.311986Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.312878Z","title":null,"venue":null,"work_id":"9e556188-5627-4cda-9e9c-438542f4d726","year":2024},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:3e7af2d2f07101c1902ed4e286317792c7ef6a8f1782e8de88ad1bba628f770a","observation_id":"f3c2b481-1c97-423d-af34-7f5d6dd2fb83","resolution":{"observed_at":"2026-07-05T20:41:22.316652Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.338027Z","title":null,"venue":null,"work_id":"d48b62d6-d1a5-4982-996e-498a839d146b","year":2024},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:5e1d2cb3e1faf8dc41bbeadc1f773118dc2d62ba6a4902d070aeace47960ffa0","observation_id":"752165bd-04a5-4722-8323-32eaac04de3d","resolution":{"observed_at":"2026-07-05T20:41:22.339094Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.298553Z","title":null,"venue":null,"work_id":"cd6718b9-9c79-495c-bdb4-8e1415f3016d","year":2024},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:3b9b77e1e0986677bc4b298586c3fa94d2fb2e403e956b59a41a328138fe34ca","observation_id":"657e973d-0c36-4576-b2bc-f2da626b213a","resolution":{"observed_at":"2026-07-05T20:41:22.299715Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1109/esem.2011.36","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Cruzes and Tore Dyba","venue":null,"work_id":"2603a84c-e9e5-4bd3-a576-8c482466ebeb","year":2011},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:30d9820e6c10a73a21b87cb6fa4f6d60bd0a8878ed52a54f5969bb70b302187c","observation_id":"de738dea-4ba4-4d29-9755-2b99ea12431d","resolution":{"observed_at":"2026-07-02T20:07:20.982833Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-10T22:38:15.919603+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-10T22:38:15.919603+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.303362Z","title":null,"venue":null,"work_id":"cae1ca15-7d4c-479f-b67e-f3b927f93acb","year":2024},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:fa85ca29671a24d7d772227728c1060fb8b428827de1a49c2ad34cb44e67e9b0","observation_id":"c15eb7d6-c466-4f13-bbfd-b3efd2b0e1e2","resolution":{"observed_at":"2026-07-05T20:41:22.304508Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.303032Z","title":null,"venue":null,"work_id":"24de1069-f6a4-4486-a6fa-9be9f028b33e","year":2025},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:7ac5fa5db811a815618d0e90c9d28a9be10d3a571c61fbdfe7d2c6ac20868a70","observation_id":"2caa0707-bc61-4bae-9a3a-c92d11a68fdd","resolution":{"observed_at":"2026-07-05T20:41:22.304705Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.307826Z","title":null,"venue":null,"work_id":"124c44bc-7d79-457c-9c03-b9cb553d708c","year":2024},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:e12f5797d7d07402fe98f3bdc377ff5c676956b0e797c54fe8d028d39b92878f","observation_id":"8b6e7c56-8e21-43c3-9fbd-647d90b68ee9","resolution":{"observed_at":"2026-07-05T20:41:22.309674Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-07T08:03:30.500059Z","title":null,"venue":null,"work_id":"3eee0649-f5c5-4de6-a2ac-79bdc4740881","year":2020},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:fb3e41e0f62de1ccdd96714b4b6cf34e76ca163b3457a2629a5fd4d02e482ea4","observation_id":"e8687447-85ea-4ed2-986f-8fbdbfa151e7","resolution":{"observed_at":"2026-07-05T20:41:22.307089Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.317582Z","title":null,"venue":null,"work_id":"f62fb6b8-dcd4-4687-984a-7ee3e3b509a5","year":2024},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:945200461c460948c0dbbf6acddedd2ecc7acf7d532ba1ba20025496982bccaf","observation_id":"af4271eb-f7c1-46d8-b29d-b539a84b1103","resolution":{"observed_at":"2026-07-05T20:41:22.319356Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.341470Z","title":null,"venue":null,"work_id":"76066acf-c645-4736-ad90-5e3c1ece9b9a","year":2023},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:192f8b0014c96d125a790ab4b6b6a2c927363d0c73b4ed613afe89b39ec86ae6","observation_id":"5e540ee6-0444-4f58-b54c-ea7df968719c","resolution":{"observed_at":"2026-07-05T20:41:22.342572Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.295638Z","title":null,"venue":null,"work_id":"6572aa63-52f4-4714-bfdb-dbe78e4fa23e","year":2019},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:8783ce05d6a11b0ab65b519012d973ecb6901b3f3c3bcdfe7cf27a0b4e542602","observation_id":"461e3014-4a01-4ffc-8f78-70dec726fb9d","resolution":{"observed_at":"2026-07-05T20:41:22.296717Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.297240Z","title":null,"venue":null,"work_id":"6dff6991-d52f-4ded-894b-28fc61311a0d","year":2022},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:5f22d3b4c8258c218c17921b6d3215950af2df9c9652b3f632dfb8ca5a0f2e54","observation_id":"7389525c-1c54-4ce4-bd6a-c8f4648fcf11","resolution":{"observed_at":"2026-07-05T20:41:22.298324Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.14169","last_updated":"2023-11-23T19:20:59Z","snapshot_observed_at":"2026-07-06T16:51:40.320710Z","submitted_at":"2023-11-23T19:20:59Z","title":"Evaluating GPT-4's Vision Capabilities on Brazilian University Admission Exams","version":1},"cited_work":{"arxiv_id":"2311.14169","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2311.14169","snapshot_observed_at":"2026-07-02T20:07:21.019584Z","title":"Evaluating gpt-4’s vision capabilities on brazilian university admission exams","venue":null,"work_id":"3e3a451a-77bf-401f-8e52-709aaf588c2b","year":2023},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"cited_paper":"/paper/2311.14169","citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:fdde93c317a544bf32e7451fb9482f53d2566278c7523c1bf5ac9bf78bf89128","observation_id":"a4fdeee3-03e2-4c73-a283-61e87ed2d23d","resolution":{"observed_at":"2026-07-02T20:07:21.021441Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.293722Z","title":null,"venue":null,"work_id":"d5f73996-6c43-4c19-8a06-27bd21124107","year":null},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:2622af0e16060f9d95e0b07f25656d13b88f1e87cc6eaa464235773c9a7c8ea1","observation_id":"14020872-b905-4d56-8d30-bc2732f2c093","resolution":{"observed_at":"2026-07-05T20:41:22.295083Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2010.03525","doi":"10.48550/arxiv.2010.03525","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Empirical standards for software engineering research","venue":"arXiv (Cornell University)","work_id":"7a25e578-7017-4c57-a8da-94eb3484f894","year":2020},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:f6c62c135cdffe1de84bb12e93e9e5a75fe1afaaa603d0372969d587fcb2acfe","observation_id":"c47de4bb-fc49-413f-aac2-e2bc0d12484d","resolution":{"observed_at":"2026-07-02T20:07:21.024277Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-07-10T19:19:40.479745+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T19:19:40.479745+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.322230Z","title":null,"venue":null,"work_id":"925579c3-0cfd-4323-9a42-1806d190caf5","year":2025},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:f4cd73767b2e17f66adb3a607e5d41e3e0f9aade4f3eb6784104f6052fa40f40","observation_id":"6f9b133b-88b7-412b-9879-6f1ffa97b56f","resolution":{"observed_at":"2026-07-05T20:41:22.323770Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.05614","last_updated":"2025-06-05T21:58:44Z","snapshot_observed_at":"2026-08-09T06:30:03.312697Z","submitted_at":"2025-06-05T21:58:44Z","title":"Which Prompting Technique Should I Use? An Empirical Investigation of Prompting Techniques for Software Engineering Tasks","version":1},"cited_work":{"arxiv_id":"2506.05614","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.05614","snapshot_observed_at":"2026-07-02T20:07:21.055084Z","title":"Which prompting technique should I use? An empirical investigation of prompting tech- niques for software engineering tasks","venue":null,"work_id":"6e4d7e8f-63ee-40c7-918e-dd5f9a62e511","year":2025},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"cited_paper":"/paper/2506.05614","citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:7aeff5ee99dc3cd5af66745ce3f5307cf089b7a2d0e94241fddb601583e5145a","observation_id":"2f08521b-7767-4010-98f4-d41d281f269e","resolution":{"observed_at":"2026-07-02T20:07:21.025791Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.324534Z","title":null,"venue":null,"work_id":"900cc862-cad5-47ed-80cb-45a62b5598c9","year":2020},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:4e6dfbfe880a6c08009e2a669e757a618cdfe3d1199f3a55d008c0d86dd5f555","observation_id":"215b5258-ff48-4632-ba22-3e975bcb9894","resolution":{"observed_at":"2026-07-05T20:41:22.325970Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.10508","last_updated":"2025-02-19T22:37:08Z","snapshot_observed_at":"2026-08-09T01:35:04.343290Z","submitted_at":"2023-10-11T00:21:00Z","title":"Prompt Engineering or Fine-Tuning: An Empirical Assessment of LLMs for Code","version":2},"cited_work":{"arxiv_id":"2310.10508","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2310.10508","snapshot_observed_at":"2026-07-04T01:49:21.977472Z","title":"Prompt engineering or fine tuning: An empirical assessment of large language models in automated software engineering tasks","venue":null,"work_id":"20eb3cfe-a938-4658-9f19-98c68643b525","year":2025},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"cited_paper":"/paper/2310.10508","citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:f464f26b9f64750c662fbb41c12e5a909014e93f2fc84726a81aafd396545041","observation_id":"d6ad79ec-e9ac-430a-a3b0-86000957642a","resolution":{"observed_at":"2026-07-02T20:07:21.016257Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.329800Z","title":null,"venue":null,"work_id":"269526a6-9152-45a9-9aab-136affc75b59","year":2021},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:53c4c970c035ccdf4566d1bba66500d6772d2747a02e8b41266b4a687b60518c","observation_id":"04f1942b-121f-40d6-b5de-0b93a82c39e9","resolution":{"observed_at":"2026-07-05T20:41:22.331210Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.331898Z","title":null,"venue":null,"work_id":"35b22190-98d7-49fb-8d04-8d6d284f1047","year":2025},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:7695836cb2923c42dd52ca4e3ba7d786acd572b1b670156f767723aee3cf2ade","observation_id":"5b402733-2243-422b-a6a5-dd748f6d9af3","resolution":{"observed_at":"2026-07-05T20:41:22.337363Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.339748Z","title":"Chi, Quoc V","venue":null,"work_id":"57cd17f4-5f99-4cdc-a312-a50b9f01585e","year":2022},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:df9116c1f52719a65da6951390b14c6ad1177945e96d83b5601b6b61a4cf1c46","observation_id":"447a7e5f-fa34-46ba-b241-17e0b2e99a97","resolution":{"observed_at":"2026-07-05T20:41:22.340934Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/978-3-642-29044-2","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Ohlsson, Bj¨ orn Regnell, and Anders Wessl´ en.Experimentation in Software Engineer- ing","venue":null,"work_id":"7687bf81-b90a-401e-b79b-44020aae2030","year":2012},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:428980ab9e3a18640a21c41169bac830c34d690f174a99aa5f715a561409a878","observation_id":"a3a48f7b-ade8-4c46-8116-d8844fd5f8cd","resolution":{"observed_at":"2026-07-02T20:07:20.983611Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T20:41:22.320029Z","title":null,"venue":null,"work_id":"9f9a3c48-55df-4233-9b83-1dadeb673a04","year":2024},"citing_paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-02T20:04:32.823497Z"},"links":{"citing_paper":"/paper/2607.00048"},"observation_digest":"sha256:86880789e34cc5c06915d837f357440ff839f4da6d6f8ae4160e54dcfc413ed3","observation_id":"41e32056-98fb-4c73-8dc3-02e2f453734f","resolution":{"observed_at":"2026-07-05T20:41:22.321523Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2607.00048","last_updated":"2026-06-29T23:37:56Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-02T11:59:05.602706Z","submitted_at":"2026-06-29T23:37:56Z","title":"Comparing Large Language Models on Scrum Certification-Style Questions: Accuracy, Stability, and Error Patterns"},"reference_resolution":{"displayed":26,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":18,"verified_exact":7,"verified_fuzzy":1},"total_outbound_references":26},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.00048."}