Paper Citation Record · LEDGER

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023

As of 19 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2411.11166.

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

pith.paper-citation-record.v1
2411.11166 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:52:58.513955Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact4
verified fuzzy3
unresolved29
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 51f358c1-f25f-4437-adfa-fac6e01ebe58 · outbound

This paper cites Anderson, C.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Anderson, C

Reference 1

Resolution: malformed identifier; no resolver link, observed 2026-08-12T18:52:58.321793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1535c894-4574-4804-8b30-100a67c0872b · outbound

This paper cites Anderson, Albert T.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Anderson, Albert T

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:52:59.733353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 36e8038a-95d1-42c2-9f2f-a99bd852b80b · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:52:59.718523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 65ba13c3-e472-4f2c-bfa8-bd28ea6f69e0 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:52:59.701447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 87680fb2-77ee-47b2-af16-40b5aed617c1 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:52:59.680795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a98d328-e134-4a45-b59f-42fb5961bb84 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:52:59.665381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 52933117-f531-47a6-a51d-ab6efc247bf5 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.361294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9090060-7dc1-4747-8231-76389ca88233 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-12T18:52:58.365213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10cbc5ed-d758-4ff1-bcd8-f6596d573eb2 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.369309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bb34d86-745d-4938-922b-c5e6c50e2c4f · outbound

This paper cites A Survey on Explainability in Machine Reading Comprehension.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 A Survey on Explainability in Machine Reading Comprehension

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.374774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de497dab-87ab-446b-a185-ed07b56d48bc · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 11

Resolution: malformed identifier; doi_truncated, observed 2026-08-12T18:52:58.636962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8e0535a2-9bc1-4e2a-b54a-df5a5a56164c · outbound

This paper cites Computing Education in the Era of Generative AI.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Computing Education in the Era of Generative AI

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.383902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff4d0169-edda-4922-bc3d-129ff8814238 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.388485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99c501e0-f721-4e00-bbc1-ad6c48f76af1 · outbound

This paper cites Graesser, Xiangen Hu, Benjamin D.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Graesser, Xiangen Hu, Benjamin D

Reference 14

Resolution: verified exact; doi, observed 2026-08-12T18:52:59.649001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 225be297-39f5-476c-a9cd-93f7233928dd · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.397890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92ab12f7-1377-4d8c-b2e6-e8e425665fcf · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.405073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e97e394c-e9aa-44c6-843a-b19bb5aba73d · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:52:59.630865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b4ce7acc-2d71-424b-80ea-d1475318bd2b · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.418305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feb6f948-1b6d-4d16-91c2-57a0ac59846c · outbound

This paper cites Ban It Till We Understand It.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Ban It Till We Understand It

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:52:59.608802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9151419d-9bcb-4ea9-81a3-10b33f6164e4 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.429879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64de4abd-b247-455e-a52d-8ef21fc566d4 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.435261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6992b0a-c277-4a50-a453-8a70c02863ca · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.444520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a3b5ac3-ae27-406b-b115-80bf013d0ab2 · outbound

This paper cites Merrill, Brian J.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Merrill, Brian J

Reference 23

Resolution: verified exact; doi, observed 2026-08-12T18:52:58.600779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad7da5f6-e187-48d5-aa70-e92cf958db7b · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:52:59.570126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 64af3861-65c9-4b90-9beb-adbbbcd12807 · outbound

This paper cites GPT-4 Technical Report.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 GPT-4 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.457303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82c536ec-bc52-48a7-a748-35008c15d4bc · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:52:59.550350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 56c063e5-c40c-4054-b577-ea4697520760 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:52:59.536715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d38c9c1-f7a6-4e8c-b373-0e3336c81ab2 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-12T18:52:58.575323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b27670d-7357-4496-95de-f50f34dd65d2 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.351075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3118d2b-e124-416d-a08a-91922d4fd0fa · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-12T18:52:58.563853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3efb5611-af01-4b34-9b3c-592899c2891b · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:52:59.522957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1226d38d-b5aa-46da-9754-371c385f263d · outbound

This paper cites In Proceedings of the 21st Koli Calling International Conference on Computing Education Research (Koli Calling ’21).

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 In Proceedings of the 21st Koli Calling International Conference on Computing Education Research (Koli Calling ’21)

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 75870537-5c55-4f02-8acd-b36bcd4f7c26 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.501461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94949061-b870-4536-a646-b62b90a1e420 · outbound

This paper cites Yudelson, Kenneth R.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Yudelson, Kenneth R

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:52:59.508689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b88e8691-a800-4475-af11-51d6ec032f0a · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.493239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d6c157-1fe3-4f90-b8b7-e8072198ff35 · outbound

This paper cites Vera Liao, Michael Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, and Justin D.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Vera Liao, Michael Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, and Justin D

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.497391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 666aafbd-8f76-4824-a4f6-b0d6b590b4e4 · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.513955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 293507a6-0c8e-4fea-b002-25f9b32a7a0e · outbound

This paper cites an unresolved cited work.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Unresolved cited work

Reference 180

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.509831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0990c72-29af-4d45-bb06-f4501a57fbf2 · outbound

This paper cites Journal of the Learning Sciences 4, 2 (April 1995), 167–207.

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 Journal of the Learning Sciences 4, 2 (April 1995), 167–207

Reference 1995

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.330788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02c23f4-5f93-4f94-b689-80b908bfab3f · outbound

This paper cites In Proceedings of the 52nd ACM Technical Symposium on Computer Science Education (SIGCSE ’21).

Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023 In Proceedings of the 52nd ACM Technical Symposium on Computer Science Education (SIGCSE ’21)

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-12T18:52:58.439921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.