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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 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:40:59.643438Z digest=sha256:bebeee2bb111e97441426949eb9d43f09edc54d373278020972d6b8496858a94

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:40:59.692246Z digest=sha256:9de4a5f9e00f5fde48bbb37272cb8664859df1578c2595a9edc9239d2b6d80db

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:40:59.773086Z digest=sha256:39fe5f10ffeab070d605de3190c3d9550e00e5e4239d628bbf3314503ab20e36

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:40:59.810859Z digest=sha256:51551f0cd0adaa00bab9d312a6675b5d1bf9a4ca8e3e78dfc11ae54b16d57350

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=sha256:15074e61c38362d79d91a6fe03fd83fadbcefb06d103a2f65ec8b465e8615620

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=sha256:26ce4e34c71de701bda20354195200548aad541c67878d54c4b45c4ed570bc16

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:00.048944Z digest=sha256:eab4e614fdc583404cd2da8edcc1b3f0552bc3b47b92cbcffa10f3a52fe74aa6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:00.103386Z digest=sha256:314ce168e748e762a4a7f258ede8462b8528d4d0af5c6181c432b3fbbed50191

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=sha256:30d6653e753e8e7741609c41f66cc245337d6bde73284635e5d1e182790696db

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:00.260349Z digest=sha256:20a5df30f6530c9b659df29dd8e7ab638f791cdfefab1a5f268fd879ae3dc832

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:00.347819Z digest=sha256:99a109b5b3e6cda1679f9f6bae9059400efdff11379010407e84c9a42b825481

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=sha256:70c4f203fc8fea55e1769f296375b0bc62e71664670059b2fa86472f51b25697

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:00.512848Z digest=sha256:7eb75afa4408aa8982b180ccb6dc59b35791642cf297fb2b97e9c25c886e8a35

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:00.581561Z digest=sha256:a5f7ff60fe2c7a192912e4da77e86ee711d7fbcee4553f48b38b221fabdab189

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:00.655713Z digest=sha256:d622b032cf50cf236849be1949b76633dd77bd3cbfa8ee8ef50e89b29ee6a73c

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=sha256:6c6c4a1b977056e98497c696321431e4c37a90726938248c20cbf103df26da87

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=sha256:31201cec22a0fea8c3eafb0108c0f300e8fad2ab370a09cce782ebcc5fd95ee3

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:b14a64880d85d2dc707897f9de8e2143f0a28f0507198b4a4b4f82b1c60dd16d

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:fa6e8ed01aa24d90fcd79eb7b7e6470242719072a3932adf33ea71eb2634dda7

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=sha256:20464d387cc67c430ffe36b5c13509cdb377f5c0afad0831f77eb02b2973a4bb

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:cf0e481081d495ad48b86c3b533b1bc82a8e6f1fe3e7fba827081b5732a834c3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:01.120895Z digest=sha256:a4b96a6f7bf1757b34585b081cdd42063746f92d59db5941d78b335e0a78cf2b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:01.183721Z digest=sha256:24810ae96529b4a1d6f994ff4f637d39a8107932fa5a2d4fb0488334b0fb55b9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:01.232971Z digest=sha256:209181f647230db8261edcdde59ffa26d74961677391a9aa2d455b587767a678

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:01.295661Z digest=sha256:5f10887da20695495cc3516105918d30ec425912739e15ecb0718feb06f3a5e3

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:c998700237fb60f819f60e05961842e3ffb122f2cfe622ad6d07ecce011fb8e3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:01.399653Z digest=sha256:1f15ef3e12a581a2b93052f6b04140853c472a85c798cddad99b1d4da157e848

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=sha256:497fe451e2c89149be515267ba8e1ab99d57cf813e5354c86ab36ca7d1ca7cfb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:01.536539Z digest=sha256:efba947b0b3164f725b7d4b3edf4a9aa4e1e6265d38a2a3e2cf345145de6d96f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:01.599775Z digest=sha256:989f4ecd79c063a993eed94498499870ede6d049e47e34241c5686104eeff9c0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:01.658354Z digest=sha256:77eba18a6dc773d0dd10b65d0522c0891e2cfe3784ee9a3d720ffa0faabdabc9

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:ae94e70637db1be7f164ee2b6de688bf2860a4dfc82ae240d9c30e8623c8a1e1

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=sha256:68743e228675e2d3697b734c2ecdd1e57e54d80ab3edb437fea581d6d4ffaf06

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:01.850842Z digest=sha256:523901a896e75b81f2cf0b4ac708c47ca42b4c8664ee3b5b6c3bac21a13c38f2

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:d2624e3e33d0177e1372c5a4ad1dd118ad260de62255d1f413d3f4d5481a09fd

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=sha256:3b42f7a33d23b1f16665676a01f3a9cb76678536bdda15900345bd668872faa0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.058230Z digest=sha256:c1a74ce1042f87775fd22a46709e22f3af00fcfc5dd04ad1afc1aa7459d386a2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.110764Z digest=sha256:20e301d70462e672df92ee19297e681a4394180239b9d62e52dfd86c1e5edc33

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.180866Z digest=sha256:3de58565784d69333a937e38f02d379fea41913b5dda81094a30bbdfe145bba6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.258771Z digest=sha256:86d059caf8f5e2ef3b68fbd75a2edea90e2940b29ba16b1616a0e90f5fa95c50

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.417085Z digest=sha256:f0c928d309711bc8d3b61ca41b07ae36fecd9e30c112546c71dfd36893befc45

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.486416Z digest=sha256:633e9c357f60deac8228ef84ebf9c8ef3b6e8b9b50695fc9f3cde9a1e722aea4

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=sha256:0d17d7ec0f64f3e76e6b178d0427856f443acf080c6a2801bb9a334483945c6d

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:be1cbdd5c83db526c7afc6b77510550c31a78307144d25c97d3bb2d33cb53cae

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.692225Z digest=sha256:74004f5322cdbae4b45ee451ccfd4dc51238a2d832dcce656c8b3bcd7ca449e2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.784248Z digest=sha256:e140ff69dba80c2090e01d11c82e466e5d0b34ce821b12c1c1a70759bbc7c245

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.892386Z digest=sha256:7f394d26e35f194e27c99958685e98a9f37520e9fc2ffcc8adf0bd46a7e3ff60

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:41:02.969022Z digest=sha256:dfec8d7a35b320fca9b762fcb463e87d2a646cf155a17e45158911c697402b74

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=sha256:700490e0dcd66f977552697948a47938780767d77f7b9b912e7e3fb5dee14d51

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=sha256:0676f66baee947ae2f3508b9f5b747673562b802dde70fbebf5bbc4a08d0252f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T00:35:15.806575Z digest=sha256:fc96a944ca08d821b48bd39f9a6212789831c9c8814ab7ae887f8da8101d8fa4