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Paper Citation Record · LEDGER

The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.17739.

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

pith.paper-citation-record.v1
2405.17739 v1

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 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T14:28:29.626547Z

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

5
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 c0a7bd56-a4f8-421b-bae8-a0e12ea32302 · 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 The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T19:00:44.934207Z

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=2026-05-10T18:57:22.957031Z digest=sha256:effbe8ba0f8d4e92fbed0b911fb4a2e375438da209551c5dca99b2a9bc2e2938

Observation bbce474f-8b17-48f8-9de2-4fd81afad929 · inbound

A paradox of AI fluency cites this paper.

A paradox of AI fluency The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:46:51.857943Z

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=arxiv_source observed=2026-05-07T16:17:48.531790Z digest=sha256:dc02e9a48432606eed3e1bdafde76b00714e510c724f522f4de43689582afb6d

Observation eb1553bc-f0f1-4879-80b3-664b3e304fbc · inbound

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course cites this paper.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T14:28:29.626547Z digest=sha256:6f5037a95ed75b7413eab87ab9dc9ff4466c2b65f305a390b2948bbbca4c6f2c