Paper Citation Record · LEDGER

The Impact of Generative AI on Code Expertise Models: An Exploratory Study

As of 22 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.08160.

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

pith.paper-citation-record.v1
2507.08160 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:29:46.144066Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy2
unresolved38
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be9430ab-9efd-4f57-a60a-0143c3f47a19 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:29:50.876202Z

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Observation dbcf68d9-3d89-46d8-b631-b96ca7b12f8f · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 2

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Observation cc3639f7-5390-4d21-9e41-331da1992e33 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:29:50.623256Z

Source-reported events for the cited work

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Observation b7d4c6e0-d30b-4a00-be6f-0ec919ee947f · outbound

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:29:50.499788Z

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This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 5

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Observation 5115bdf3-4586-4738-893d-fc805d07e6a8 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:29:50.254585Z

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This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 7

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Source-reported events for the cited work

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Observation cec945b4-ea04-4ff5-acf8-4aa8197db9ba · outbound

This paper cites Current and Future Use of Large Language Models for Knowledge Work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Current and Future Use of Large Language Models for Knowledge Work

Reference 8

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This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 9

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This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 10

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Observation 8567233f-c118-4898-b8d7-f85bb6a8dc1f · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 11

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Observation 5a72525e-1e76-42dc-ac0e-9cb2e5c64045 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 12

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Observation 30baae27-355e-41f4-bd3a-3a1a722c9116 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 13

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This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 14

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This paper cites Sea Change in Software Development: Economic and Productivity Analysis of the AI-Powered Developer Lifecycle.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Sea Change in Software Development: Economic and Productivity Analysis of the AI-Powered Developer Lifecycle

Reference 15

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 16

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Observation c4e993f9-4de9-46dd-a456-6bbd863d760f · outbound

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 17

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Observation c2c3bb49-d2b6-4565-beec-c4d0ad17eced · outbound

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 18

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Observation ea3232ea-d733-4715-83b7-b15fcee7093c · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 19

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Source-reported events for the cited work

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This paper cites An Automated Survey of Generative Artificial Intelligence: Large Language Models, Architectures, Protocols, and Applications.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study An Automated Survey of Generative Artificial Intelligence: Large Language Models, Architectures, Protocols, and Applications

Reference 20

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 22

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This paper cites An Empirical Study on Developers Shared Conversations with ChatGPT in GitHub Pull Requests and Issues.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study An Empirical Study on Developers Shared Conversations with ChatGPT in GitHub Pull Requests and Issues

Reference 23

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 24

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 25

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Can ChatGPT Support Developers? An Empirical Evaluation of Large Language Models for Code Generation

Reference 26

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Exploring the Design Space of Cognitive Engagement Techniques with AI-Generated Code for Enhanced Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T18:29:44.749053Z

Source-reported events for the cited work

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 28

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Generative Artificial Intelligence for Software Engineering -- A Research Agenda

Reference 29

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 30

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 31

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study It’s Weird That it Knows What I Want

Reference 32

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Observation bbb2c4e2-74a3-42c1-9374-d445f0062ec5 · outbound

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 35

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

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This paper cites an unresolved cited work.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 39

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The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work

Reference 40

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Observation 395cc014-e738-498c-a9dd-7c255ccbe9f7 · outbound

This paper cites In Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study In Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering

Reference 2016

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Observation d7ad9ba8-bf2a-44da-ab64-8c263b7c3ec8 · outbound

This paper cites Demystifying Practices, Challenges and Expected Features of Using GitHub Copilot.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study Demystifying Practices, Challenges and Expected Features of Using GitHub Copilot

Reference 2023

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Observation c013a73d-d800-497c-812b-727afca18406 · outbound

This paper cites What's DAT? Three Case Studies of Measuring Software Development Productivity at Meta With Diff Authoring Time.

The Impact of Generative AI on Code Expertise Models: An Exploratory Study What's DAT? Three Case Studies of Measuring Software Development Productivity at Meta With Diff Authoring Time

Reference 2025

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.