Paper Citation Record · LEDGER

Comparing Human and LLM Generated Code: The Jury is Still Out!

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2501.16857.

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

pith.paper-citation-record.v1
2501.16857 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:18:37.494828Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1f6b83f0-b1d9-47ad-be63-e0780698eeb7 · inbound

Understanding Automated Program Repair Agents Through the Lens of Traceability: An Empirical Study cites this paper.

Understanding Automated Program Repair Agents Through the Lens of Traceability: An Empirical Study Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:37.494828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c134dd97-fc0f-4edb-addd-e1dad793e0b6 · inbound

Evaluating Efficiency and Novelty of LLM-Generated Code for Graph Analysis cites this paper.

Evaluating Efficiency and Novelty of LLM-Generated Code for Graph Analysis Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:09:33.701678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcdb8174-1fe0-487a-8e1a-f27a3c605442 · inbound

An Evaluation of Large Language Models for Detection of Malicious Python Packages cites this paper.

An Evaluation of Large Language Models for Detection of Malicious Python Packages Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T22:38:53.647574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 150611b9-7834-407e-868f-08ca6722493f · inbound

Do AI Coding Agents Log Like Humans? An Empirical Study cites this paper.

Do AI Coding Agents Log Like Humans? An Empirical Study Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T07:55:59.750128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f755d1a5-18bf-4cb6-aefe-026e34873e7d · 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 Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:31:12.822882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1884c763-02cf-440f-a5e1-b4b8589fb5b8 · 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 Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:31:25.984452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2db5d987-5211-4b4e-933b-8449e2faf22f · inbound

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code cites this paper.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-14T18:19:23.643924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 951a7ddf-4b82-49ed-97cd-d282035b19a2 · inbound

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code cites this paper.

Characterizing Readability Issue Patterns and the Role of Prompt Design in LLM-Generated Code Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T05:12:32.159210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46d3df93-7c78-43ec-bedf-64d804fed25a · inbound

Can LLMs Produce Better Object-Oriented Designs than Human-Involved Development? cites this paper.

Can LLMs Produce Better Object-Oriented Designs than Human-Involved Development? Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-20T04:13:01.287536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d4130318-d011-4b9b-9aca-6f4d06f900b9 · inbound

At What Cost? Software Developers' Well-Being in the Age of GenAI cites this paper.

At What Cost? Software Developers' Well-Being in the Age of GenAI Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-22T04:21:03.277374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4329ee55-0b83-4256-803b-4974976c85a8 · inbound

How to Compare the Security of Code Written by Humans to LLM-generated Code cites this paper.

How to Compare the Security of Code Written by Humans to LLM-generated Code Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-06-28T21:42:39.501625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aab2e7a5-2dd8-442a-bb0b-3a57bc2cbec0 · inbound

How to Compare the Security of Code Written by Humans to LLM-generated Code cites this paper.

How to Compare the Security of Code Written by Humans to LLM-generated Code Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:45:28.813832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c41d156-96b9-4dd5-9df1-d08f354b37fd · inbound

AIP: A Graph Representation for Learning and Governing Agent Skills cites this paper.

AIP: A Graph Representation for Learning and Governing Agent Skills Comparing Human and LLM Generated Code: The Jury is Still Out!

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T08:36:47.763287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.