Pith. sign in

Paper Citation Record · LEDGER

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks

As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2506.10051.

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

pith.paper-citation-record.v1
2506.10051 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:41:03.066510Z

measured 51 of 51 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T00:35:15.806575Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T00:35:32.778071Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact4
  • verified fuzzy5
  • unresolved41
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7480ec4d-93df-468f-9f4c-651c7741982f · outbound

This paper cites GitHub Copilot.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks GitHub Copilot

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:41:08.762682Z

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.

source=pdf_text observed=2026-08-07T04:40:59.643438Z digest=sha256:9d2d1cadfd869ffe11d778ab14e7594ec8423e8e28ec8491730f2a52fb663a05

Observation 7c3f33cb-e634-4d3c-9080-b70bd36df0e5 · outbound

This paper cites Stack Overflow Developer Survey 2025.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Stack Overflow Developer Survey 2025

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:41:08.593121Z

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.

source=pdf_text observed=2026-08-07T04:40:59.692246Z digest=sha256:6b3034ab0935b17abfa60bab6dac8d9c5b3018f6cf561e3945c50d9a2ba80b55

Observation 1e2fc481-b081-4fcc-8178-f9b7594267e7 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:08.433969Z

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.

source=pdf_text observed=2026-08-07T04:40:59.773086Z digest=sha256:42918e06b786e5430cf5d1e487e7553da72013226dc13e1f4c1ef6ba761cf914

Observation 90d310ad-9039-42e3-8999-af8c024cdbcd · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:08.231821Z

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.

source=pdf_text observed=2026-08-07T04:40:59.810859Z digest=sha256:c5cb285de5731fe9e35b4a26c3cc04b8918dd8db9c1dd41916aef8887bfa0aaf

Observation 06695530-0ae9-4f39-a847-2668cebd6043 · outbound

This paper cites Ethics of Software Programming with Generative AI: Is Programming without Generative AI always radical?.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Ethics of Software Programming with Generative AI: Is Programming without Generative AI always radical?

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T04:40:59.923112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:40:59.923112Z digest=sha256:2ea8fcb3365d8a9e956d7992fc1653882b9968611cd5c1e34063cca11f844b78

Observation 8a0f7dd3-3c9f-4afb-b3d4-d47568e04c83 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T04:40:59.982877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:40:59.982877Z digest=sha256:be6b3d2c6f56e0834ca950f4773bbf96383e27ac75042f78d08dada7e72ccf12

Observation 09f689c1-1fba-48dc-ae26-f7cce85bac81 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:08.079754Z

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.

source=pdf_text observed=2026-08-07T04:41:00.048944Z digest=sha256:b5956fccdbb6cbc3cf450ad7b523725e2ba6913ec78208999474837d14297dd4

Observation c186dc90-3f7a-4614-bdf1-4ffe9682e613 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:07.905529Z

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.

source=pdf_text observed=2026-08-07T04:41:00.103386Z digest=sha256:65c49fb78ceffa27558f99c1d79c9dc58bbf04381ca8b878b7365e5a9786a343

Observation 6a8393f2-a59f-49fd-8287-141a63bc443d · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:00.193090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:00.193090Z digest=sha256:8ae965b23a444c49203bce6de35b7556fda4883e4a942b324d30027e28eba26c

Observation d37446fd-4a30-49ed-bfff-8b2186191579 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:07.770877Z

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.

source=pdf_text observed=2026-08-07T04:41:00.260349Z digest=sha256:e4589891bd61c699cc55f3f35801f54bbb722787c8d354995bfb86e0b80e78f3

Observation 83ec38c3-9bc7-4722-ac4e-d1b532831528 · outbound

This paper cites Feathers.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Feathers

Reference 11

Resolution
verified exact
doi, observed 2026-08-07T04:41:03.294280Z

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.

source=pdf_text observed=2026-08-07T04:41:00.347819Z digest=sha256:54d33ee06fc84bd5e8bcb097274f297813703648b6f9eebd3b5f741bc751af13

Observation 6fc72a41-863e-4e74-8f35-a69d5343d362 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:00.424938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:00.424938Z digest=sha256:9e313291c6ce9f5cdbc2e7a3fc84f0e67e1f2a6207795f7fcf676e065a9a1122

Observation 170319b7-b670-4526-bf6b-230df5f7fa36 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:07.602523Z

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.

source=pdf_text observed=2026-08-07T04:41:00.512848Z digest=sha256:efa1ffca98fca4c2ef90dd54211b81281a438326c2064ea0cd641b9ee8e9d11c

Observation c415a123-bf23-453a-b552-bb2abe1489b3 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:07.467316Z

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.

source=pdf_text observed=2026-08-07T04:41:00.581561Z digest=sha256:b0f09b0d22d4a92f5bd4f9e74204ca5fe87cb927d5ed16afe60ebd49506e03fc

Observation 7c5b2e37-8adf-4e19-ac2a-028b8083bf93 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:07.327144Z

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.

source=pdf_text observed=2026-08-07T04:41:00.655713Z digest=sha256:c499a63e113634bd0586125543b6ea18c4f461934f5d85908b8382b803e5a9fa

Observation 83f78287-2bf0-4991-9b9d-1a36ba44bb95 · outbound

This paper cites Using AI Assistants in Software Development: A Qualitative Study on Security Practices and Concerns.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Using AI Assistants in Software Development: A Qualitative Study on Security Practices and Concerns

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:00.730298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:00.730298Z digest=sha256:d7168c8f17d7c3e6634ce4eee38bcb4538a0e6c2ef60eb92839fb68eeb5ee5db

Observation 1d173879-1b98-4ddc-8b1a-84545a975e1a · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:00.802516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:00.802516Z digest=sha256:7db249b30bc86973b056848cbd8cb43b0e2bf1c57404986dc8c3969df09be068

Observation a93ee385-6f1e-4d9a-ac4e-bba3d554abc2 · outbound

This paper cites StarCoder: may the source be with you!.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks StarCoder: may the source be with you!

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:00.857186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:00.857186Z digest=sha256:3e859b49a3c49a67ddf358f42039a89e385f8be7db6a5e4f65119bb3a5bd503f

Observation 4e0f252e-d441-47c5-9c8a-c6ad773abbb1 · outbound

This paper cites A Large-Scale Survey on the Usability of AI Programming Assistants: Successes and Challenges.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks A Large-Scale Survey on the Usability of AI Programming Assistants: Successes and Challenges

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:00.922813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:00.922813Z digest=sha256:f06f5345677eed25cde4278ee7eab50488ede5886fbdaaf8f3dd8b6937c82f9d

Observation cafd83ce-2981-4248-90cf-a2f8f875e33f · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:00.991057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:00.991057Z digest=sha256:baa31ae20deeaaec9924c15c6d908e6dc4df282300364bd4578bd8f488573a4f

Observation 1421f742-2d67-4566-9a59-9f94eaa36619 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:01.059791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:01.059791Z digest=sha256:1cf35a294c451ccebc8ad86592d7fd18e391e5590c770f04a86436ab644e6be4

Observation e2093746-5fe1-42c4-ac24-79feb2bef2e0 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:07.085959Z

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.

source=pdf_text observed=2026-08-07T04:41:01.120895Z digest=sha256:583592e10cda9e8ba1078430204dfef0693b7f3d16dcc322e55cb95d9315dd15

Observation 52160ce0-9ba7-44a5-afad-e5a228bdca76 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:06.914987Z

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.

source=pdf_text observed=2026-08-07T04:41:01.183721Z digest=sha256:b53f75e7bd1425bf161c631eb1a8476a6450aa7e0dd1b21eafc5bfbe0bf85fa4

Observation 79c8dc26-fb6a-4b46-b9f3-a26b86167f43 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:06.739479Z

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.

source=pdf_text observed=2026-08-07T04:41:01.232971Z digest=sha256:10a5edcc4759dc74a0598872341f4c574bbfbadc3e2d154bd8705ffe567d1a6c

Observation 1a35a6ee-24fc-4fb7-920e-d1edd8f062c3 · outbound

This paper cites 2015.Visual Studio Code.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks 2015.Visual Studio Code

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:41:06.604125Z

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.

source=pdf_text observed=2026-08-07T04:41:01.295661Z digest=sha256:8e386b9f984626505017823d5192696e223dd3f88739f105757636d555b35bc3

Observation b8f82f81-0d99-45e8-9064-08fb9024b3df · outbound

This paper cites Harnessing the Potential of Gen-AI Coding Assistants in Public Sector Software Development.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Harnessing the Potential of Gen-AI Coding Assistants in Public Sector Software Development

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:01.347325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:01.347325Z digest=sha256:8194232b0556025e2663783ab63cc4aa73efc5ac725d911065b838d99533b09b

Observation fe228d71-93f6-49b4-a0b1-778af9108391 · outbound

This paper cites How Scientists Use Large Language Models to Program.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks How Scientists Use Large Language Models to Program

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:41:04.007334Z

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.

source=pdf_text observed=2026-08-07T04:41:01.399653Z digest=sha256:7690ca6af92a08860bceffe828e5aeaab7ae4716e0e1b7a3328c166b370ebe85

Observation 26fc6e8b-452c-409e-aabc-484266fc6fc2 · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:01.471474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:01.471474Z digest=sha256:ba860a4611c9071438df8f1b27b30a9eeb757c98ee75b47faf0341719d6b66d2

Observation dc27aeda-a136-4bbb-b8fb-d556db30ae85 · outbound

This paper cites 2010.Permutation Tests for Complex Data: Theory, Applications and Software.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks 2010.Permutation Tests for Complex Data: Theory, Applications and Software

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:41:06.404802Z

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.

source=pdf_text observed=2026-08-07T04:41:01.536539Z digest=sha256:5ad80678078d13b1cd54dc493734815ab0fae1d3010e1ffa4848d3e759a2c407

Observation bae2847b-0e4a-4c16-9894-3f09484d67b3 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:06.148831Z

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.

source=pdf_text observed=2026-08-07T04:41:01.599775Z digest=sha256:f555d7d9d1e4599af046d204b4941e64e9ad3faaa287140bf09f29da4b50927d

Observation 4b665727-4b89-4c88-ac76-7edaee048f88 · outbound

This paper cites It’s weird that it knows what i want.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks It’s weird that it knows what i want

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:41:05.897334Z

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.

source=pdf_text observed=2026-08-07T04:41:01.658354Z digest=sha256:c7d8327ccad2f8114ed86e0adbabdb3197a58e2e6331960c84f5ed81ca0b88a2

Observation 99cf835a-2ae2-42cd-b31c-2e27d3f8127b · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:01.724451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:01.724451Z digest=sha256:76c678ba2d0f86cd7808038ee97f8879204a4991918c5ac68c533e2a846dd60a

Observation 5534d6bb-7cee-4313-a0ad-d1399b5a716e · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:01.805647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:01.805647Z digest=sha256:01041ade5ca241662e4171c62a485c94d7afa4b53f774f311c1fe66d30ac8283

Observation cc59c181-d47c-4b7c-bde1-fe0588d21d9a · outbound

This paper cites How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:41:03.738709Z

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.

source=pdf_text observed=2026-08-07T04:41:01.850842Z digest=sha256:fcb469dfd0d0962d65ea140bda8712c14cb7dc4e3e38971ebdd99571615d3817

Observation 50e869af-b8c7-412b-a499-e1efaa316d0a · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:01.924738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:01.924738Z digest=sha256:a51ddb0c4e14604bc9ce973f7136bf66fbc21897a502c0fc83752042406bc249

Observation 2f3fcdab-4b77-4d1a-916d-c0136f2ad630 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:01.985099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:01.985099Z digest=sha256:1ca21d0fb71872540c3ea3f88dba014a3fe0cc33e41f69a49dda75d54c828fe6

Observation 008e861c-c9d1-4c8f-9e58-88e3c38c1eb5 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:05.571296Z

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.

source=pdf_text observed=2026-08-07T04:41:02.058230Z digest=sha256:39f718ecf262a97415251b4525770293e294b8d3b4fb80b564cacb7b6e8aa46c

Observation fd7da46f-014f-4832-bd49-da2e9f0f7f39 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:05.450276Z

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.

source=pdf_text observed=2026-08-07T04:41:02.110764Z digest=sha256:9889de253582c1d96c62f65a332cf16e9acd43f0845475f0202b6403647fdf7a

Observation a9182dd8-731f-415b-b1f1-f7365f92df12 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:05.328543Z

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.

source=pdf_text observed=2026-08-07T04:41:02.180866Z digest=sha256:8e9c09f9876f2d5cfeb7501c7fd2c52895bad07abd049694a68b77e2a90b8e71

Observation 2412f6ca-35c0-4fb1-a18b-f18f37e58111 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:05.078624Z

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.

source=pdf_text observed=2026-08-07T04:41:02.258771Z digest=sha256:1ed1f456333fce22ce640a51c1a99cb4c45c8cc4b8962c1b4e1896857023baa0

Observation 32689fb4-154b-450d-9f07-00d355f663d5 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:04.916054Z

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.

source=pdf_text observed=2026-08-07T04:41:02.417085Z digest=sha256:b7b6c85ec1a16b8ab22a611d25827f431e47b5b3cb3fd13408565d8a626693a9

Observation fb178847-9911-4d11-9d35-d53020ccd74b · outbound

This paper cites An Exploratory Study on Upper-Level Computing Students' Use of Large Language Models as Tools in a Semester-Long Project.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks An Exploratory Study on Upper-Level Computing Students' Use of Large Language Models as Tools in a Semester-Long Project

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:41:03.516387Z

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.

source=pdf_text observed=2026-08-07T04:41:02.486416Z digest=sha256:3797778ee35f09efbd8ac82e85fc7117d8067f62121ca0f902587a468a823416

Observation 454cf7be-26c8-48c4-a0a4-3149895259af · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:02.576096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:02.576096Z digest=sha256:5535567413ba162d704d13f004afd198381ea4a4c2bff5021a453f00fde7b2ed

Observation 52bbbd74-6820-4621-ab5c-f73d9e468388 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Gemini: A Family of Highly Capable Multimodal Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:02.669190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:02.669190Z digest=sha256:72d6507c7cffcaf0e4bbbaab9ca32b6a78b93ba25ff1377c1a3f7cdd5bd3000d

Observation af9be101-0b14-47e8-a864-c84648973ff1 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:04.756147Z

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.

source=pdf_text observed=2026-08-07T04:41:02.692225Z digest=sha256:6e185ded40704ef787c5e3e96957a1561d3af3429316e6132a2e3e8dbe07b738

Observation 1de17040-4c58-4309-976d-8a8f64b5ac71 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:04.614363Z

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.

source=pdf_text observed=2026-08-07T04:41:02.784248Z digest=sha256:9178112d6413ae5e170978c943dcec9f16475e3af1c484d065fa5a12301cb0c8

Observation 70e917a9-e142-4e82-b94e-cd3f0a1a566d · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:04.503093Z

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.

source=pdf_text observed=2026-08-07T04:41:02.892386Z digest=sha256:49052a1d74e7dee428770e3b28859189b38dc751bb7a0196c2eb14fe15085278

Observation cec0bba7-2624-4bca-a9af-b7ffd810fb98 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:41:04.359136Z

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.

source=pdf_text observed=2026-08-07T04:41:02.969022Z digest=sha256:a7253d482205dc9367c80c0ca51a1d217f09999a83d1bd15032e120d3876632f

Observation 00ae28b2-c9bc-49c5-97ce-4961c0c99e61 · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:03.066510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:03.066510Z digest=sha256:d5b93f26727da94ec58345daf0ac8349282c86e3d25b44b06c3a70f4f8ebe458

Observation 53decf38-6e15-4d57-82c2-60cad426c93d · outbound

This paper cites an unresolved cited work.

The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks Unresolved cited work

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T04:41:02.347916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:41:02.347916Z digest=sha256:af7fe7fc92504f9329eeeea43b527ab6dd1825226adeeb2a27a3d4677646f5f7

Pith citing papers

Observation 5b9d335d-fa85-4912-86a9-2510657699a9 · inbound

Code Comprehension with GitHub Copilot: Performance Gains, Comprehension Trade-offs, and Behavioral Predictors in Brownfield Programming cites this paper.

Code Comprehension with GitHub Copilot: Performance Gains, Comprehension Trade-offs, and Behavioral Predictors in Brownfield Programming The Effects of GitHub Copilot on Computing Students' Programming Effectiveness, Efficiency, and Processes in Brownfield Programming Tasks

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-18T00:35:32.780721Z

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.

source=pdf_text observed=2026-05-18T00:35:15.806575Z digest=sha256:ea3fc0258f5594375aec944fe8d636e633f2b0dd54f0c637318e9d24dc4beb42