Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T15:14:01.992562Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2606.10211.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T15:14:01.992562Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T01:31:09.502567Z
A source-named dated measurement, never combined with another source.
Source: cited_works
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f1b00744-94e6-40aa-b406-b21dd289acd5 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation https://www.crossover.com/resources/top-10-in-demand-programming- languages-for-2026-updated
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca2eb4e7-b612-4598-a546-af29af415c5f · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6356a15-7307-4de2-9993-ddb257cdf622 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation In2023 IEEE Conference on Software Testing, Verification and Validation (ICST)(Apr
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f220c68-2be6-4be5-a0ee-bd5d4c6437a8 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation D.CoverUp: Effective High Coverage Test Generation for Python.Proceedings of the ACM on Software Engineering 2, FSE (June 2025), 2897–2919
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6d1a121-2e37-456d-b897-c17e6196e342 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation InProceedings of the 11th Working Conference on Mining Software Repositories(Hyderabad India, May 2014), ACM, pp
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2564cc5-d5d0-47bd-84d4-c4faf91eaa15 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation M.Evidence-Based Management: How to Use Evidence to Make Better Organizational Decisions
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42b01462-d6a9-4940-a76f-d020771e0dae · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation T., Harman, M., McMinn, P., Shahbaz, M., and Yoo, S.The Oracle Problem in Software Testing: A Survey.IEEE Transactions on Software Engineering 41, 5 (May 2015), 507–525
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16bde13d-8d78-40e5-aae5-581506c87d95 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation InProceedings of the 1st International Workshop on Large Language Models for Code(Lisbon Portugal, Apr
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dbc0d2f-24b4-457d-9d66-5262b8609ddf · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Putting research in place: an innovative approach to providing contextualized evidence synthesis for decision makers.Systematic Reviews 6, 1 (Dec
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95b2cefe-5be8-4295-a800-8dccc9c3f811 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation InCompanion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering(Porto de Galinhas Brazil, July 2024), ACM, pp
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb52b312-9598-4a56-8073-609fa739131b · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation In2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)(Apr
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90e4bcf8-5c70-4a2d-a5e0-74b1f84a25e5 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebaa32ea-ccda-4e93-929d-799b003c8397 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation 2005), 58–65
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24c0a439-99e6-4b86-98a3-8c302da779d2 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation In2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE)(Luxembourg, Luxembourg, Sept
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 931e0b7f-8307-423b-b768-a680be77b034 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation InProceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering(New York, NY, USA, Sept
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 964e2939-b44e-43a0-8892-051f89e2e56e · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation 2015), 1594–1605
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d41d917c-0403-467a-889a-03cfff95f578 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation V.When and what to automate in software testing? A multi-vocal literature review.Information and Software Technology 76 (Aug
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 800092cf-eb3f-441c-8834-4141327f62c4 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Octoverse: A new developer joins GitHub every second as AI leads TypeScript to #1, Oct
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d67fa8ab-880c-4a82-8a98-bfc97c94b607 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation L., Nguyen, D
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b39a86a1-86c3-47e7-be56-9e754e3a4954 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation 2015), IEEE, pp
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91ffed85-d7e0-47fc-9f0e-c29043ac5688 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation https://www.tiobe.com/tiobe- index/
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e557417f-9a9d-44b8-939f-5e330701d686 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Artificial Intelligence - The State of Developer Ecosystem in 2025, 2025
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35d66972-74a1-4469-aded-a57adbf5c663 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation D., Venolia, G., and DeLine, R.Maintaining mental models: a study of developer work habits
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5614bec-5927-4051-a21d-7346aff268d2 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation S., and Zhang, L.Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Gen- eration
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 750cf2e2-d23c-4a2f-b4c4-7feb11ba9d34 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Design choices made by LLM-based test generators prevent them from finding bugs
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7b097624-1d2c-4681-865d-edee85d344a2 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation S., and Nagappan, M.When AI-Generated Unit Tests Validate Bugs: The Risk of Faulty Assertions.IEEE Software 43, 1 (Jan
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d9b5d53-b15a-49c1-a621-2dd748e8f63f · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation N., Barr, E
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56fc0f0c-0711-4066-82a7-fa9fa0d3504f · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 048d4bc6-a3a9-4a80-b61d-2e5b6cc9bdef · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b1199af-0760-4bd2-8782-ecbd13cdede1 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation C., Kaboré, A
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 154ea54d-cb7f-4fd1-979c-555168e1e00c · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation K., Ernst, M
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37182d2e-1fb3-45b5-b53b-8f3918ea3175 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6c4431b-5fd3-47de-8902-f63474166bd2 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation P., Cruzes, D
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 433db432-86e2-4db8-8e2d-e6fb02d1ef7d · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation P., Akanda, M
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09d3ff90-91e7-44b8-a827-f000cbdf165a · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation 1986), 242–258
Reference 35
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Unavailable: canonical work link unavailable.
Observation 34bb89eb-88d6-4645-8721-db948b8da9f4 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0f74a0c-f7a2-4dc7-8e78-99d5ef5c13cf · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation V., Ferrari, F
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 372b1513-d1d4-4f3c-bede-8270f24cd8a1 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation L., and Hellendoorn, V
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a19c0494-5794-48d5-a843-2725049dc1b7 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation 2025), 1463
Reference 39
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Unavailable: canonical work link unavailable.
Observation e89d1f06-948b-4f6b-8c03-2471610cec2b · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Understanding evidence: Contextual evidence module summary
Reference 40
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Unavailable: canonical work link unavailable.
Observation 55f31f65-3e83-4293-941e-7775a997ff45 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation 2012), 1801–1817
Reference 41
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Unavailable: canonical work link unavailable.
Observation c6cc494a-f421-48fe-a309-c0d345ba4efc · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation In2025 2nd IEEE/ACM International Conference on AI-powered Software (AIware)(Seoul, Korea, Republic of, Nov
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a22f299c-598c-4567-9892-2f344e31e9ba · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation 2024), 85–105
Reference 43
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Unavailable: canonical work link unavailable.
Observation 84a677e1-813b-4a89-8916-95179f144d1c · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation M., Galeotti, J
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 120493ba-7b57-4e04-b62e-63d519fee72e · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation In2018 IEEE International Conference on Software Maintenance and Evolution (ICSME)(Madrid, Sept
Reference 45
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Unavailable: canonical work link unavailable.
Observation fe29bc93-b92a-4b09-940a-216872b2df86 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation d.Pex – White Box Test Generation for .NET
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3830ecd-d571-4aed-85f3-71a5ceacea56 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation K., and Sundaresan, N
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2593e8e3-cad7-43a3-a697-931614bd79cb · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation InProceedings of the 3rd ACM/IEEE International Conference on Automation of Software Test(New York, NY, USA, July 2022), AST ’22, Association for Computing Machinery, pp
Reference 48
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Unavailable: canonical work link unavailable.
Observation fbd593ce-1a39-48ff-81f9-6e6216fb5e7b · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation Unresolved cited work
Reference 49
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Unavailable: canonical work link unavailable.
Observation a08e1fb1-1ab1-40b3-88d9-feafff67c4f0 · outbound
TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation In2024 IEEE 32nd International Requirements Engineering Conference (RE)(June 2024), pp
Reference 50
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Unavailable: canonical work link unavailable.
Observation 545f976a-ef72-40f6-8def-a598eaea223a · inbound
Validation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug? TestMap: Evidence Infrastructure for Foundation-Model-Assisted Test Generation
Reference 22
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Unavailable: canonical work link unavailable.