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Paper Citation Record · LEDGER

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

As of 13 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.121914Z digest=sha256:90ff5b5d3aab3be6d55ad402831bdf84f9c8a1c6d2ac947c9732e159806da6f8

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.

source=pdf_text observed=2026-08-11T17:23:55.127161Z digest=sha256:9c5ee51f553288d51a333bfec3adc9c3b7040279fc6bfdd1050a8a65cb18ff52

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.135569Z digest=sha256:cd27a17369ca6f3e502212b27286844f1c372d447ee9fe49ea7e405b3660c818

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.139996Z digest=sha256:fff9a841eb2f83f0e115e4d1e1c04a9d6f45f7d14841398365472d4e42f46746

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.144095Z digest=sha256:b41f61cf00704e43156da6493b8aa7239f3f239122879160de6e6d1420a2f56c

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.148019Z digest=sha256:def7859a50f917b62e3d4f57c3015eadfc130a6f30f1d7b2653f2a748df365b6

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.

source=pdf_text observed=2026-08-11T17:23:55.161974Z digest=sha256:e90d70a5406ab2b43a512adcd86f70beccdecd7f573e5281716aca41c81b2257

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.

source=pdf_text observed=2026-08-11T17:23:55.166512Z digest=sha256:3753d5a75204bd88313f25c476ee0a91fc3cdeb019236f1e520d3e24b48916c8

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.

source=pdf_text observed=2026-08-11T17:23:55.170209Z digest=sha256:b64928ad8577aba96a8f8bb68ac106eb4833955fc97aaf4c5b1a5294d5bfa12d

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.

source=pdf_text observed=2026-08-11T17:23:55.175323Z digest=sha256:0888172f3fbd7361411cb7bf2361a1ca65ae368faef3bb737b8895a0a56fa835

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.180126Z digest=sha256:629d4a766151d573fdd24ccff1d5b9704993c004786462b57384778ef2bf4499

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.

source=pdf_text observed=2026-08-11T17:23:55.184024Z digest=sha256:e5b10900e16428242b2999a01bf9983f866b318ee9b9fabeabaf42fefb9ec702

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.

source=pdf_text observed=2026-08-11T17:23:55.188431Z digest=sha256:e565e312e6d75799d07866fb07df5bb4f4a63334dfea02343fb07a1d9a1a45e9

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.

source=pdf_text observed=2026-08-11T17:23:55.194012Z digest=sha256:44c076cdbc3e2ea38f0f0af9afbaec0c00a4c29187f158f856532d68275d2d3b

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.198471Z digest=sha256:2d31dd4db85e280f1d16b09d267d036a9f8aca706645522ab65b98e991b58f1d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.202435Z digest=sha256:08efa87f1186b7ebfe4b9799a3c294229cacce5ecbd02336bd218ea80b43eae6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.205990Z digest=sha256:257942b7f9d1796202af7cac72f3bc84db84800ee0a24770a17c5b23acd00d46

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.

source=pdf_text observed=2026-08-11T17:23:55.209479Z digest=sha256:d6ac85ab097e42832a52a229d04278ae4745182563b4fa03ead2257e9e4422c5

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.212996Z digest=sha256:0ce4f3b28b0cba4996edba75523ac0ba70b242e1e8504895d244afd4b0ea87a4

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.216609Z digest=sha256:f4b0851c09eab07c1a04f61c29d694c272c1598e27a9f20326911a8027c6fd04

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.

source=pdf_text observed=2026-08-11T17:23:55.219931Z digest=sha256:ebac7ff2f701c63c412a0a6d8c9eb8f54271fd96b7a2a55f68adc3fde5bfff3a

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.

source=pdf_text observed=2026-08-11T17:23:55.223160Z digest=sha256:f7d83144c898c0e2e27df869e7e3e9217d5a0c8a8a3945758d1cfed2d3714d4d

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.

source=pdf_text observed=2026-08-11T17:23:55.226310Z digest=sha256:e2469eb1e914b447af10ebd4f3037f849105095dbb30a8b5b498985042cb50f6

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.

source=pdf_text observed=2026-08-11T17:23:55.229619Z digest=sha256:43df7275c31a26bb65c0f54a1800b9e334971e8d5879f3645079f54875579623

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.233255Z digest=sha256:0dec7543af65d7d55aa9e9fe65b75fb20f93f312d3a4e1110dffea07998345b6

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.

source=pdf_text observed=2026-08-11T17:23:55.237330Z digest=sha256:bac0136d87f7b8b8cc7c37649d175b2f72ffef361cf8c515036e139c201c2047

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.

source=pdf_text observed=2026-08-11T17:23:55.241676Z digest=sha256:cd739d058a20f560b30fee6379d38fe632d9e181c5954f62033b2464fe3e0b7a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.249677Z digest=sha256:3a009381453ab1fd56c2ead22a89bdf9a4714d469b116b06bcf9445eacc6d7cb

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.

source=pdf_text observed=2026-08-11T17:23:55.257694Z digest=sha256:579d753b470fa7a8fef985b9e936b951e3e5d09493947e69886ac87aa0ef20f6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.261805Z digest=sha256:65e46770629da6747abb31f3137d1a976b91339613f26c8ac9c760c428ef21b7

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.265858Z digest=sha256:c6c23c27e68ac45da77e351a537d930aecc5111ccd104f82465eb5cb813a50ef

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.271016Z digest=sha256:5e8bb399dcd36e7a08049acd2bc68768f14d4f61a02c04bf8dec1048b5080c5d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.277766Z digest=sha256:1f2f2959fbb9591805c831741e0ada80dc901339805118e4552226dd7f81bed6

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.281817Z digest=sha256:cfec8cb1570a22ef0b1c40276e2df10adc396e357ce8395ff21ceaad34221a3e

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.

source=pdf_text observed=2026-08-11T17:23:55.290438Z digest=sha256:4969d93806eae7f2d10456e1e82d66286b5a8d5f4fd73ac61ec99a7ab4467abe

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.295184Z digest=sha256:e6495bad5b6ce96cd00bf0200a0f198532c87820e325bf72617f3a6870de3601

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.299197Z digest=sha256:1afe242ba9df791b0a1daaded11a10e10773b3b02a967d6bb5ebd6989bf10346

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T17:23:55.286353Z digest=sha256:6d8c64ea6f64e8da1096270bcc42aa4aaa33edb4cc6ca96862c6ba1307d83f6c

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.

source=pdf_text observed=2026-08-11T17:23:55.131249Z digest=sha256:5b70e522bd434bfef9a2cb72d9661827b0c0ad8c693989cb0ad4e29480c47b8e

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.

source=pdf_text observed=2026-08-11T17:23:55.245664Z digest=sha256:06e9cb4b0fddaf5aa5ebca8eb742b28fc2297717276e16ad559140c48d7a1e1e

Pith citing papers

No inbound Pith citation observations are available.