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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 20 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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:40:59.643438Z digest=sha256:9819ac79edf67bf5c2c0aed905495b687a5b122b18997c3ea26157703a40959c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:40:59.692246Z digest=sha256:d12e2e761c2928ef1126c375dadffc148ed146e664a87f7aa86fa4981f4d89a2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:40:59.773086Z digest=sha256:2ce0cd28ccfc027593a57d41ccc5b0d0e6d674879b347da7b1b1b64e1370e95d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:40:59.810859Z digest=sha256:23570800152273d4941db3c40ae83f7b32837c0813a849cfe0e3fb6bf753f5b2

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=sha256:904e83d81ce4019fb83e16274c2105337bcf02d19a9e9b7865645a87cb184e2d

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=sha256:6d4608ecd0095fb90c2ccc311ad3976c144d9689176619bbff2fbc5e8929a1f6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:00.048944Z digest=sha256:0e4a798cb35dd6dfa12b28803f20901a029507179f9657fb6fff46e75dfb6b4e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:00.103386Z digest=sha256:e9d42ed840794f60fe1fbf2415c10968b05177914dace575419ee2509f4e6bbb

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=sha256:7c39973c9e602b9cae22050dd5b899003461e596e9eb18aaf2fc9da53421f428

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:00.260349Z digest=sha256:60a2e2326e00a47f90ed58294fb23fe0f2282a8de862fec364a58b6e020f467d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:00.347819Z digest=sha256:24b55551c363dec62f2a997be76dcff457389b580272d409c7cfcf0b0b2f71e2

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=sha256:25bbae3a677102f822780c417591546059b4a8e42db6efa11dce3de899124006

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:00.512848Z digest=sha256:135f724246940ff37c41e1ad346b7fe109c40e57730370a2e8151583115e1eb2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:00.581561Z digest=sha256:82dc571212b7ba73aaf381d6cd1226b2de91b0d46c99a27a2bffd6477ac16c37

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:00.655713Z digest=sha256:f0550a015bbd33ca7bb4b6ef8eece388bd7dff4e56ab064e7c257d459d7f2d4f

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=sha256:472dece20766e949d2134f3714f4976502ed16e50fe506f293935d50fe104204

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:d13fcf71cb3509ed53f02ef88daddaafd67f81b11e8c6c3aba4a8fb75bbbd20e

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=sha256:135fb79ff7a46e65dfd5e26c5b30a2bcb187771db679b4500ee2db6a81417d89

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=sha256:278482c21d70e63f2b1dee5ef1bb49e6f07ade15e20622248330a20f41b6d8bc

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=sha256:3b01f9ca06fa34dbb61fb87ec451dec45fdcd864bd667c012e9c2ec50b456f39

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=sha256:0ce466b4bdf7fc0681b65eeebfd8dea457bcd75c626a29583a88f5213e566067

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:01.120895Z digest=sha256:0cea87a694c5b61d1fd0f0997018897f6f4506566085f3c23789fbd037bb81ea

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:01.183721Z digest=sha256:36349ecc81a1d0c48808c23f802684d3a0874e24506a4120b6ba719434e75adb

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:01.232971Z digest=sha256:e182add3ab7619e9446a144103dc8b828b59a80180b00f8e4ddb9c94f547bc2a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:01.295661Z digest=sha256:e7dcc8aa83bb4b206a0c3f24d0c5305ea62f5576f6beea5d56e7aad8319d14fe

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=sha256:46eb0d4baaee49a5cdd8afbd4edb9ab5c5e51abd9ac92c32991b305c96077012

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:01.399653Z digest=sha256:bcc62d089ef69b1774fe075859037f858d22ad705976a67ecb79e3d5c63be1c4

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=sha256:3c810a3b956b4f99394a68d9da52fab1a1278eece806fa3ada3bd2e94e03af47

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:01.536539Z digest=sha256:4a8832396ee9a40970250151ca30d7ff97a7cbecf0b5fe6d57cf576e857cab7e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:01.599775Z digest=sha256:65e5bd486d11b83aee189047ae09a1b6bd0849d8d9f926437e7cf9a737763595

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:01.658354Z digest=sha256:f8b898a3435783a9375d7a681456674392fe29b277f1ad8ee63249237ebf6228

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=sha256:6fd065e65d722a89254b327d9c8610cc9b1acf6c6bdb2686edd8b045f495cfec

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=sha256:04ab295aaacba545b96bdae616f260cb1b107c63583e491efa9371a988460678

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:01.850842Z digest=sha256:6b504b57835de22a945824c2c54f28e18a15e4a3faf574a8b58f7388165e1a54

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:ca288aff1be7070f80f46824290981603c689b2f187b817e0feef71176e7aeb2

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=sha256:13fab1ef8defca1a17beae586523d681a8f6f1610dce1aea6e12ce48ccb3c086

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.058230Z digest=sha256:6dd160ceb7e23ae3b9f22719ff99ae5c42e59d1a476374f44d0cb90e7a78990a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.110764Z digest=sha256:0d11421609239b3e482306710b83e08f281556d3f92a233235e76da64faef6cc

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.180866Z digest=sha256:8775e0b0595b96bf8abd2c21a8a27a4a97857c67ba454d3de1521a4c7acca004

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.258771Z digest=sha256:65b623f66c551be81eb7ff57bdb9aed9ea4ab553a5f7f0a79c046bae3dae30ea

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.417085Z digest=sha256:db69be7a1f07cd1a632aebf52ca3020c06b3be7dbbe7be9e8a9534f01650daa8

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.486416Z digest=sha256:2c67f11caa6d6ab171572629cf59530ea5e7554de6b060dca8afe8015af5cfe0

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=sha256:1a8d9e823a6576df840853a8bc8d22149ed011a4f718ca36add590ab66e95074

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:ab38b572241b65162c1e5b2dc7983d257d3b585f04717900f037582c40737eb9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.692225Z digest=sha256:01d38b1c498d64142610bf48c5b7ef761196214407b950a24f97ab7b180d2c5c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.784248Z digest=sha256:789cea857f9d6b008453cb58789d271f0102dabaa83a70940d83f26a63182872

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.892386Z digest=sha256:1fa9723631fd7e574c368ded05949d1a6d3187334c020bc3e059afda7f59ca88

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T04:41:02.969022Z digest=sha256:86f99f2f22a42d313bcdaf4e0bde29a1cc83c42fb50c391eb8952675fe3bf04e

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=sha256:512dcc52c8afccf1f7a22c4d985fc4f4c51faefcb7c1492b6d605c36dc1d6f03

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=sha256:412fe2c80ee385b5524a3aded8a079a667d3132bf72d6f36370ea0538b0d6ca1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-18T00:35:15.806575Z digest=sha256:d2964689d2b18a9e1d22a9656b9e9c48473caaa4c182edd2d82e9e2877265c64