Paper Citation Record · LEDGER

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For?

As of 7 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2507.17258.

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

pith.paper-citation-record.v1
2507.17258 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:57:19.042924Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

50 of 50 outbound references displayed

verified exact8
verified fuzzy12
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 55f9bac0-c76c-42da-95dc-d5eda051eec4 · outbound

This paper cites \ Grande, V.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Grande, V

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.724672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b250180-5dc5-4817-b723-099cdca57db4 · outbound

This paper cites , Kiesler, N.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Kiesler, N

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.731085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472e56a2-beff-4538-9dd6-216d44efb661 · outbound

This paper cites Open, Small, Rigmarole -- Evaluating Llama 3.2 3B's Feedback for Programming Exercises.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? Open, Small, Rigmarole -- Evaluating Llama 3.2 3B's Feedback for Programming Exercises

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.739217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c65cd3-2cae-4239-9ffe-7442c781d919 · outbound

This paper cites \ Kaliff, A.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Kaliff, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.192338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5b4be1f7-8e33-4e3e-8b72-c34bffbd8570 · outbound

This paper cites APACrefauthors \ 2016.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 2016

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.175979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 25530a4f-5c8f-4600-a42b-c2c274d369b2 · outbound

This paper cites APACrefauthors \ 1986.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 1986

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.764836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5240bd49-41ce-47e8-88e3-2922debecb67 · outbound

This paper cites \ Ring, M.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Ring, M

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.156690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9af94f4c-6a44-433e-ba0c-4c0ce972d20c · outbound

This paper cites , Zhang, Y.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Zhang, Y

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.139163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3cc2d78f-821d-4108-9717-e33c681ccc19 · outbound

This paper cites an unresolved cited work.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-06T14:57:19.215682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 931a0576-6fa4-4bb4-ba63-ae3cca524130 · outbound

This paper cites \ Jaschke, S.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Jaschke, S

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.791067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd8c8aa3-b081-45db-9dc1-fda02f7dc79e · outbound

This paper cites That's Not the Feedback I Need! -- Student Engagement with GenAI Feedback in the Tutor Kai.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? That's Not the Feedback I Need! -- Student Engagement with GenAI Feedback in the Tutor Kai

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:57:21.555324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f5d2dc8-2acd-474a-80c8-bc173f85c665 · outbound

This paper cites an unresolved cited work.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.807956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeebb45e-4450-4530-9bd4-d4efb5626498 · outbound

This paper cites APACrefauthors \ 1968.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 1968

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.123285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c1f3c337-9ff1-44ce-936e-8a53be556da0 · outbound

This paper cites , Jeuring, J.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Jeuring, J

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.819095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 371df275-ca87-4000-8313-cdbe50666766 · outbound

This paper cites APACrefauthors \ 2022.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 2022

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.107581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cf410508-1981-482e-9711-4382aae5fa25 · outbound

This paper cites APACrefauthors \ 2024.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 2024

Reference 19

Resolution: verified exact; doi, observed 2026-08-06T14:57:19.185291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2f966697-ff8b-446c-b349-49ba03fecf33 · outbound

This paper cites , Lohr, D.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Lohr, D

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.835714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c009eb13-1f2c-403f-a032-d75291fa527d · outbound

This paper cites Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.841352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4791854-4dc0-494a-95bb-fa9f27aadbf6 · outbound

This paper cites \ Schiffner, D.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Schiffner, D

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.847695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4517219-2d78-40f0-8447-6cf89bd9b53f · outbound

This paper cites , Smith, J.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Smith, J

Reference 23

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:57:21.528801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ab206bd-571a-42ef-b79e-65037186c874 · outbound

This paper cites , Sheese, B E.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Sheese, B E

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.863931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c01a341b-544d-46a2-8139-31c1ef8a022d · outbound

This paper cites , Zenke, C.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Zenke, C

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.868794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98614889-7e7d-4e04-a69a-5479209f6d7a · outbound

This paper cites , Keuning, H.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Keuning, H

Reference 28

Resolution: verified exact; doi, observed 2026-08-06T14:57:19.146330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09966cff-128d-4674-86ac-fafb347a18a8 · outbound

This paper cites APACrefauthors \ 2016.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 2016

Reference 29

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:57:20.766211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d1e2a2a-438c-4da6-9c71-3a5598e0a5fe · outbound

This paper cites , Simon , Albluwi, I.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Simon , Albluwi, I

Reference 30

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:57:20.657827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 052ff1e1-7c18-4aed-9e9a-e126ff91a6fb · outbound

This paper cites Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.898664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a9b386-efd3-4538-9581-627f98c0a035 · outbound

This paper cites , Tran, A.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Tran, A

Reference 32

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:57:21.087816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70fa5714-40cf-4e24-9763-32848e265565 · outbound

This paper cites APACrefauthors \ 2006.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 2006

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.088327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 31b0e75d-4394-4442-b0e5-7bb5d418bff9 · outbound

This paper cites APACrefauthors \ 2008.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 2008

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.070581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 95e96177-1025-40a7-afe7-6711cdd3fdd6 · outbound

This paper cites , Craig, M.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Craig, M

Reference 36

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:57:20.301616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99bfce36-568f-46fe-ba41-0483f4a2c6de · outbound

This paper cites , Cambronero, J.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Cambronero, J

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.053745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 17de02e6-e852-469c-88be-ddf8de3cc6e6 · outbound

This paper cites , Denny, P.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Denny, P

Reference 38

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:57:20.204944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e38660d-2977-4ea4-ab46-215a6c6ce581 · outbound

This paper cites , Leinonen, J.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Leinonen, J

Reference 39

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:57:20.072369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 063d6a30-4f96-4bcc-97e7-ae4e1238b2ee · outbound

This paper cites \ Rooshenas, P.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Rooshenas, P

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.951947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5bdd267-07d5-4a39-b09a-78f17edb8ee3 · outbound

This paper cites , Keuning, H.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Keuning, H

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.956824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5126bfb6-c92f-4af6-b7e2-1422bebbc430 · outbound

This paper cites \ Dickson, W J.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Dickson, W J

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.035092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2d00058d-9dfc-4ce0-b0ef-f2733ea363ba · outbound

This paper cites , Denny, P.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Denny, P

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.967433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9697a404-7a83-4e44-b359-6565445ef57d · outbound

This paper cites , Agarwal, A.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Agarwal, A

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:22.017989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 201c33be-6ccd-4e02-9d35-7fb0a7b4c5b4 · outbound

This paper cites \ Kiesler, N.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Kiesler, N

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:18.977796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 557a0dd2-8d0f-4431-bb47-e6b8de1b969f · outbound

This paper cites \ Kiesler, N.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Kiesler, N

Reference 47

Resolution: verified exact; doi, observed 2026-08-06T14:57:19.130039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation da0f05c3-dbcc-433c-8567-63dacbe3b8c3 · outbound

This paper cites \ Kiesler, N.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Kiesler, N

Reference 48

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:57:19.725442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f897ba1b-cea2-414e-a438-44e59552e9e2 · outbound

This paper cites , Schiffner, D.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Schiffner, D

Reference 49

Resolution: verified exact; doi, observed 2026-08-06T14:57:19.110820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4f1f67f-0119-44c9-b9ca-9a41c73511a8 · outbound

This paper cites \ Soloway, E.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? \ Soloway, E

Reference 50

Resolution: verified exact; raw_fallback, observed 2026-08-06T14:57:19.625878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7525aaf5-e3fc-4549-8d1c-0663a5a87939 · outbound

This paper cites , Vassar, A.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Vassar, A

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:19.009436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 722b7bb1-8da2-41a7-bb76-8113fa96f39a · outbound

This paper cites APACrefauthors \ 2023.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 2023

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:19.014966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dce68228-af38-4795-a461-9e5234613e3c · outbound

This paper cites , Clear, T.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Clear, T

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:57:21.995484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cbf291c8-f2bd-4f74-9176-a7b25b45d323 · outbound

This paper cites , Hou, X.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Hou, X

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:19.024986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c9e89c-d0a2-464b-9b07-d132da683134 · outbound

This paper cites , Tran, K.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? , Tran, K

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:19.029894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1ba3766-3e17-4d04-a263-fe66bcb60236 · outbound

This paper cites APACrefauthors \ 2022.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? APACrefauthors \ 2022

Reference 57

Resolution: verified exact; doi, observed 2026-08-06T14:57:19.092275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f10a1da6-efca-4383-b619-3077ea034873 · outbound

This paper cites Repairing Bugs in Python Assignments Using Large Language Models.

Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For? Repairing Bugs in Python Assignments Using Large Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:19.042924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.