Paper Citation Record · LEDGER

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum

As of 17 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2412.09048.

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

pith.paper-citation-record.v1
2412.09048 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:23:55.299197Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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 exact1
verified fuzzy3
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b1633efc-1878-4f43-935d-e5c8283598f5 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.854365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cef4e7df-e17d-44f8-ba28-35e15b867579 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.127161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30b08381-95f4-43f7-a963-c79e20fd6e66 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.825226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f2b48759-b5ec-4787-9816-082bddba902e · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.807789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e4713392-bf48-4300-ad70-f26aeeb25526 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.788770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7cd657ab-be51-4650-ad2e-cfd1057576dd · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.772896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a4309e7d-c119-4651-9fbd-b54c8d3ce872 · outbound

This paper cites Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.161974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8703c488-25ac-493a-b9ff-306fd53b1d8f · outbound

This paper cites Smith, Max Fowler, James Prather, Brett A.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Smith, Max Fowler, James Prather, Brett A

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.166512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69fb0eda-441a-45ea-9523-23b92d5f1cff · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.170209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08e88ceb-54ac-407d-841a-708fb5985a98 · outbound

This paper cites Becker, Andrew Luxton-Reilly, and James Prather.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Becker, Andrew Luxton-Reilly, and James Prather

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.175323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 517cf55e-f49b-4f6f-8cd7-c6a95221b236 · outbound

This paper cites My robot is an idiot!.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum My robot is an idiot!

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:23:56.756349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dcf8434d-eaaa-4469-b4b0-b31fd2a26a53 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.184024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 708eaea7-0969-4812-aec2-ba29a107e8fb · outbound

This paper cites AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.188431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe6bb5af-7fa1-4208-82fb-a71d6d745da2 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.194012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f905a835-4896-4abe-8b93-d513c63d6f59 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.736704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6b479f32-aa0d-4fb7-8644-7ded59a93aff · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.721563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ba477fca-4e85-4eb1-93df-cd00d4b19994 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.705328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ae980da7-2c48-4792-8b09-1cb078a394e3 · outbound

This paper cites CodeHelp: Using Large Language Models with Guardrails for Scalable Support in Programming Classes.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum CodeHelp: Using Large Language Models with Guardrails for Scalable Support in Programming Classes

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.209479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8795a45c-6689-4239-86cf-b2187d9ec635 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.690022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4fc95601-251d-4d9b-afbe-c456e1a7ecbf · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.672660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0b586519-8d08-495e-b83d-3dba52fb6dbb · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.219931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b75c10-97ae-4748-850e-3ffd30d4cd59 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.223160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc401920-35a1-40e1-8cf7-6bb92f1496af · outbound

This paper cites Leveraging LLM Tutoring Systems for Non-Native English Speakers in Introductory CS Courses.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Leveraging LLM Tutoring Systems for Non-Native English Speakers in Introductory CS Courses

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.226310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a3db18-e3bd-4ae6-b49f-3325951212b9 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.229619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac3a9f11-42c6-4b88-9bb9-392c1b2b8d10 · outbound

This paper cites van Rooyen.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum van Rooyen

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:23:56.656210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 10e33864-29ca-46ef-99f3-a89d6ca7f1fa · outbound

This paper cites Becker, Ibrahim Albluwi, Michelle Craig, Hieke Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton- Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Becker, Ibrahim Albluwi, Michelle Craig, Hieke Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton- Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.237330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9dffe36-d26b-4fcd-8df5-489433b417e9 · outbound

This paper cites Becker, Bailey Kimmel, Jared Wright, and Ben Briggs.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Becker, Bailey Kimmel, Jared Wright, and Ben Briggs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.241676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba39ed83-a63b-4d49-9c57-35c68541d275 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.626878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 062e1795-ce81-4df9-bbe2-c99a7be318f7 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.257694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a21c39c-81c4-4ec0-b701-9bf7af7bf95f · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.609377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 137634ea-3ef5-4d7a-b4b3-f3302b9b153b · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.594790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6df993be-df1c-406f-958e-6d1d55d7c950 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 35

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T17:23:55.597165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 54fbbf21-123c-4877-9584-cd2b7b309f39 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 36

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T17:23:55.511681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 61b1b2d8-1275-4724-9326-2a0b9890b704 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.579833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8d7fa465-107f-4387-bfdf-e747dd2e78c4 · outbound

This paper cites Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.290438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d89e3bba-43af-4390-b6ad-bef58c7a01d7 · outbound

This paper cites an unresolved cited work.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:23:56.550598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 91185732-53d8-49ef-a662-edfb3ace56a9 · outbound

This paper cites 61A Bot Report: AI Assistants in CS1 Save Students Homework Time and Reduce Demands on Staff. (Now What?).

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum 61A Bot Report: AI Assistants in CS1 Save Students Homework Time and Reduce Demands on Staff. (Now What?)

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:23:55.351633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6a22e9cd-5ea6-4713-8489-c93e25acd7e5 · outbound

This paper cites In Proceedings of the 2021 CHI conference on human factors in computing systems.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum In Proceedings of the 2021 CHI conference on human factors in computing systems

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:23:56.564872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 44f71064-2543-4b4e-8af9-b8250e644ee3 · outbound

This paper cites In Proceedings of the 16th Annual ACM India Com- pute Conference (Hyderabad, India) (COMPUTE ’23).

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum In Proceedings of the 16th Annual ACM India Com- pute Conference (Hyderabad, India) (COMPUTE ’23)

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.131249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0dfb9ce-df8a-4f88-bf21-049d117985a5 · outbound

This paper cites In Proceedings of the 2024 ACM Conference on Interna- tional Computing Education Research - Volume 1 (Melbourne, VIC, Australia) (ICER ’24).

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum In Proceedings of the 2024 ACM Conference on Interna- tional Computing Education Research - Volume 1 (Melbourne, VIC, Australia) (ICER ’24)

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T17:23:55.245664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.