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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:40:59.643438Z digest=sha256:c5a0bf3bcd1bdb89339f6bc3c9cd88bb71e61f1ce3f4df19ebf282bfa9a041cf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:40:59.692246Z digest=sha256:87d7c551cae2f6730811c2ed1d82462f1397b35afbff2d2bdef489c56bc2d783

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:40:59.773086Z digest=sha256:d3ed43b0a28caa4cfe7e4fd6594b3b4316055b150f418ad0c48d1b534510f594

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:40:59.810859Z digest=sha256:5b765cd30a0969ac58c52ae369e29d3849463f468ee797766ad29784316253f4

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=sha256:493683cc8c8c7a75a217628b48510eddcd296f2e869ff2b014beb63e4aa2dfdd

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=sha256:232ba579de79018f8839021ad409076e55ea80a9ba19719e5a241d909ceff5ff

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:00.048944Z digest=sha256:98c363706bfb5d187ddc052c3c1442a976421013d00ef86d1da5403a02d9e35a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:00.103386Z digest=sha256:0765fdb8828d60b0e39b3cbcd74804c02ce2b4b32e0dc7358ee32e14773d2b0c

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=sha256:43659b1bec6ba0c0bdf0bee9e3f2ba59631c7eabbc9e77d3b1eb9bcea0b81ae3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:00.260349Z digest=sha256:9b445b21e5d07e5d52167a07dcbe99c204f817df61eb59e4cb03dd1bf9590310

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:00.347819Z digest=sha256:5912081737afe5efd66723f163177d6a2538c49407f2b2eacfa11caecf5281e0

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:a2c4ac3624ff559f14dca0c3bbf5cd220dc89dced389a58c5a9644ed8b486264

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:00.512848Z digest=sha256:b0bcda809135a035d96e4d824b630efd550b540f33b858cfdd1252f847c4dbcd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:00.581561Z digest=sha256:02cd409e02a41b351ed6ab353f909cbae63b2bfe028fdc3d4de266c660662e4d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:00.655713Z digest=sha256:1866748f242b9ba4d9e64b78bbf89436f9c38f1d03f91e5293f28f8022df5d1c

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:ba91698afef2241436764e75912c2b70cdb65599225ec1d8e59c3d938bfaa55b

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=sha256:36ffd30f703017a358da74748c09414d7cb4f7becc474c247b4c70aca4c40b34

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=sha256:238c072e6bdb99c9c1a45c46ae34e8b44459516f6d874a20b49e8b52f9468b37

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:ddd29ad7d9bf399e2ec46917d55d4725720075d880f97e137922ef2f7c7d6854

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=sha256:15445a5b423a5dc9e68d5c1211dd60f8d08093d08d8ac0c4c45dc4e4d7abc775

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=sha256:964e081d46a50ebbe531e7751711123c5ed3dfce99341d83daf761bd4a4496f8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:01.120895Z digest=sha256:9186ce08d4fc57899ed8920076560d9fbc81637a390f4734351910410d1fc3a2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:01.183721Z digest=sha256:8ea8d3782ff0e1525253d33ea3e791473709b45f2860d11e60d59d3e75fe2cb8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:01.232971Z digest=sha256:e354e65ccfe9c777e8182f2f031ba7226e37674d047fb999bd887a16627a0118

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:01.295661Z digest=sha256:737dbaab2bbd9bf9da8f1ee0a140adabfd31fd81f023af05b0c73306dd5efd23

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=sha256:91080c3797d8f46e5629b9e0f0351872448be25f6e8a29b7d934e35ea3cfee65

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:01.399653Z digest=sha256:abf32546ccea3381b5671e11f099aae8de4a25e07aac49d74709968ed78ce4ed

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=sha256:930a9682bf1f109346ada484fe05fd59b699746cb4c733c86689b7e2e103ef8f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:01.536539Z digest=sha256:bbe0cc8c7cc3de03faa493c74c8ab0c973cee5c16366296a83613903c8a9f003

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:01.599775Z digest=sha256:3b3e3ccc81ec8f4357c8f3442cb1b2cd67047cbad6ab504f64134cd0993ebb99

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:01.658354Z digest=sha256:aa58dff85b3ad1d5bbd71519901690c1320a1ba90699a21742b8fb62b123519a

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=sha256:57226671f5426cfc71625a0f3423c2122ff2fad683920a43292f014b15b66b34

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:b506afdb251e1b3af952a410e0c0bbfb1d2b8f45550e23f502ceeef5722bfd3a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:01.850842Z digest=sha256:b54bdaf528bb92c82f6f209db38adf2b123beda31c86b7340d74dced9c280399

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=sha256:62f4b8d1e58ec58ed8e14ba1a34c456c455d9f32fc1020f163f75ee2dddd7c3b

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=sha256:4170644a42662626545cb1af4e8849d3963c43c9f6400577d4bc953938e1a6db

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.058230Z digest=sha256:c854472304e2f609e7307503c5e032f692c631d8003eec9b65acdbc1a5edf7f9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.110764Z digest=sha256:83ac76d24d9288d4b59aab2b16148481931b82fcc94749079731fe3c2dc4aeda

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.180866Z digest=sha256:31c3fb488f26c8eda32e43affadf3f25573904132500bbc4ff3995e1898b99d2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.258771Z digest=sha256:39f8aed55b23eb738e7df834e0e466a0095278c74485f76a4163050491a874ee

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.417085Z digest=sha256:94b029e6eeefe6a85289cd4beba2f0a50507bfa7361683163848493674e0b437

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.486416Z digest=sha256:14d9e8c1e8f2b77f9512a99c4caff5abbef3f499e5f5b5a1ec551cd4efa35ab5

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:eec04abfd77341ff6536df29ca09a63a25c929c63dc2edadbd9be4ed2d6a8e2f

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:b69e5b6fb57d344404a5cbc1dca1bc67f44c72393e92e9b6ec8b960246e36048

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.692225Z digest=sha256:789f24b3dd3b156bc4600f3600d5075806a3a8530a3ab02ed28453c9e2d92837

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.784248Z digest=sha256:40076fd655b05f28c23e2021fdb1f6cc28a1c0f7c163a6db5aa66062ae775d58

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.892386Z digest=sha256:d14099739d52ef10e754227a446ecf82cfbbbcdeb892b53affe5de771df834b1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T04:41:02.969022Z digest=sha256:9ab0b695fdfb8d371ab940c16d01eb192e17ce92ff0197b4e7d2a7439f0def4e

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=sha256:4e655e977a67ee208d722f9f363a19a860a37f9052bcc6adb78bdba3830280d9

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=sha256:80279fea5488e70914ffb4a23b34d98f67836fe93c8183bc428f53f5a26b5d17

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-18T00:35:15.806575Z digest=sha256:bcb04bac4bb8f81228bf11fc0c8269cf5710e7fb54ca6af5eabc166fdb4e0e34