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Paper Citation Record · LEDGER

A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2405.16081.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2405.16081 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:49:03.321246Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T17:18:44.096642Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9ce09322-494f-4b3a-a9b8-cdd3bfb3d724 · inbound

Risk Assessment Framework for Code LLMs via Leveraging Internal States cites this paper.

Risk Assessment Framework for Code LLMs via Leveraging Internal States A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-16T11:49:03.321246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:49:03.321246Z digest=sha256:00d404fdea8b8ad95c8c3414c70c04ec1b5b1fb091cfbeb1d2157a6ff90bd679

Observation d4c85c7d-f7f3-4ad6-983a-830e74457918 · inbound

Choose Your Own Adventure: Non-Linear AI-Assisted Programming with EvoGraph cites this paper.

Choose Your Own Adventure: Non-Linear AI-Assisted Programming with EvoGraph A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:41:01.465208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-10T03:20:41.202255Z digest=sha256:74c2ef826d822168551bd8c11cabcf876a29d82986da86fd3bd46fa79b045aba

Observation 0cac2ef7-4545-4a75-b94c-ad59c5921303 · inbound

Empowering Autonomous Debugging Agents with Efficient Dynamic Analysis cites this paper.

Empowering Autonomous Debugging Agents with Efficient Dynamic Analysis A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-11T22:06:29.736272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-08T03:21:16.214075Z digest=sha256:73ecdac233e7a5bebd9fac373dfb9a32175c7c65b7cf5f828bcd162c85025402

Observation 5af6cd82-5546-45c6-8f8e-d2e5692ec2c1 · inbound

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study cites this paper.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:31:12.880066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-08T08:43:32.451629Z digest=sha256:970ab4d7b85c8f1ba2fe69c6d0d85aee78487d592583cc6f4a15207355d05380

Observation 26621465-17f0-4770-aa7b-39238504ac4b · inbound

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study cites this paper.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:31:26.032836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-12T01:00:04.983344Z digest=sha256:db432eced223e44fc1707fc3faf730f7c1de5f49c6ed94af95658e399d409374

Observation 2284fdec-c6bc-4a96-b385-9a496cc32d92 · inbound

Software Delegation Contracts: Measuring Reviewability in AI Coding-Agent Work cites this paper.

Software Delegation Contracts: Measuring Reviewability in AI Coding-Agent Work A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-07-03T17:18:44.098142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T04:18:42.413735Z digest=sha256:8d592b9ee623eb19a8c5f44b0642124406071ee91f8c0525211fbe408f0c4477

Observation 93413c2d-e3a0-401b-98d6-2bf01c77a43d · inbound

Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering cites this paper.

Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Reference 37

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T08:16:47.152797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-02T08:14:31.379786Z digest=sha256:d4db058c779f75c32e0e4f98228cd2016f8c4d0046197b2a7bb4c4dab1f84dc2

Observation 2302cdff-5b6f-42d8-aa08-b6ecbc414cad · inbound

Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering cites this paper.

Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

Reference 37

Resolution
unresolved
no resolver link, observed 2026-07-12T09:00:11.864155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T09:00:11.864155Z digest=sha256:23c0c73d8f13ab756ed17ef3bf0d08575c679ea5b8f7e93a904e51697c058c12