Pith. sign in

Paper Citation Record · LEDGER

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

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2404.13414.

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

pith.paper-citation-record.v1
2404.13414 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:52:28.550799Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1c3f72c5-1bba-431f-92ce-49c777ae1c83 · 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 Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T22:52:28.550799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:52:28.550799Z digest=sha256:3b62cc97c3272eda9cc9ce5ff7431360327a573da09d38c60e1b91ac3c54e408

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

source=arxiv_source observed=2026-08-06T14:57:18.898664Z digest=sha256:aec6bd2d5f47fcbd1cfd333f7ab5fcc2ef1a904b57b52893d24a5f7e1d38247a

Observation abadaa38-8ef5-4a65-a469-3216c612405d · inbound

Evaluating Large Language Models on Computer Science University Exams in Data Structures cites this paper.

Evaluating Large Language Models on Computer Science University Exams in Data Structures Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-08T22:34:28.729734Z

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.

source=pdf_text observed=2026-05-08T08:18:45.887028Z digest=sha256:d8df0c2d195cadb4e24889d662aaf777a215c554f080529e4ba46e0fce8bed9d