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Paper Citation Record · LEDGER

Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2306.17156.

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

pith.paper-citation-record.v1
2306.17156 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:11:50.236393Z

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

14
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 cc31462f-c23a-4403-b610-12aceab8d12e · inbound

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media cites this paper.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.236393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.236393Z digest=sha256:599512fd5926a5ce5104e24c40f6be26043ed195181936f0e37bd1fe904f08be

Observation 3651437e-4f77-48bc-a740-e57292a9d98c · inbound

Trust in AI among Middle Eastern CS Students: Investigating Students' Trust and Usage Patterns Across Saudi Arabia, Kuwait and Jordan cites this paper.

Trust in AI among Middle Eastern CS Students: Investigating Students' Trust and Usage Patterns Across Saudi Arabia, Kuwait and Jordan Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-10T19:00:44.926547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T18:57:22.957031Z digest=sha256:399601a2ee8177fdc62fbd795009fa3305647561a658675168c5333941ca7c83