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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 19 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 2026-08-19T06:32:44.657259+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=sha256:1a00269dad6bf4cf4550bdd484ed6aed45b58e00ea14a2285e185e24f06d83a5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T03:20:41.202255Z digest=sha256:c5875b3a31e0e18b9067148fda80cdb9710407b5349244b81092ce8cdd7cf5be

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T03:21:16.214075Z digest=sha256:355949d280af59978ef43d59dfedf0d551760bc6ee0b1312f1b1b873a3636395

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T08:43:32.451629Z digest=sha256:c3a6443183f7b06027fa729fd58c26518b86d05ec6ef6038b337d6cb0b379009

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-12T01:00:04.983344Z digest=sha256:8ebef6ef021f41b0860dd20500ab413eb6511a7dc7c45a9899c206c50a5dbdd9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-27T04:18:42.413735Z digest=sha256:30730c91061d7c7b89466348024aba00eef4e7acb1ff83e652a92306514a21ae

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-07-02T08:14:31.379786Z digest=sha256:64540d2d696dc717ce2d230375a8a9a7eb2e4f24005eef151c2218850a5d9cb0

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=sha256:91261c195a4169c051cde4dafc265f552081eb975f8d017c7c823b07a2197bd0