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Paper Citation Record · LEDGER

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

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2308.08572.

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

pith.paper-citation-record.v1
2308.08572 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:52:28.509382Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T02:16:17.951095Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 11978c6e-1156-4b8b-b2b4-f57c1fee1c82 · inbound

The Prompt Report: A Systematic Survey of Prompt Engineering Techniques cites this paper.

The Prompt Report: A Systematic Survey of Prompt Engineering Techniques Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:16:17.952797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-15T02:16:17.875268Z digest=sha256:b693769f2357b7778776ec34970bc8fcf7b80ec6c9814354e922fd58f5b1c770

Observation ee6b9ad4-c13c-49ba-9dc1-678e38935bde · inbound

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

That's Not the Feedback I Need! -- Student Engagement with GenAI Feedback in the Tutor Kai Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T22:52:28.509382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:52:28.509382Z digest=sha256:8c0af38b53d6eb36073bc02aa89b49f624a6a69f6f7063fee5f7a5f2dee7e20a

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

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

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.

source=arxiv_source observed=2026-08-06T14:57:18.841352Z digest=sha256:e0f737a80dc9cd056b1f86a61cfc6582a862e9beaf1343e2a795bdb69d0b1722

Observation e535673a-2db4-4883-9fd6-139d11083672 · inbound

Investigating Conversational Agents to Support Secondary School Students Learning CSP cites this paper.

Investigating Conversational Agents to Support Secondary School Students Learning CSP Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-10T07:47:12.861527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T07:38:41.400043Z digest=sha256:d1ee2cf829d1640561a85701d1970680bf442ba6cc81e674f999d9bd3e5eadd8

Observation af1c114a-3264-492d-9aef-2a4bf5f743c4 · inbound

When LLM Tutoring Responses Work: Evidence from Student Programming Conversations cites this paper.

When LLM Tutoring Responses Work: Evidence from Student Programming Conversations Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-14T14:37:10.311954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T14:37:10.311954Z digest=sha256:323f4a0acdcb775b5eea71863d09530d8efd8f7dd5e9f612cbb79e5cf0c82ffd