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Paper Citation Record · LEDGER

Substance Beats Style: Why Beginning Students Fail to Code with LLMs

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2410.19792.

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

pith.paper-citation-record.v1
2410.19792 v1

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 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:07:00.790750Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T22:08:19.692989Z

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 d0af4075-841c-4286-876c-e242057c9606 · inbound

"I Would Have Written My Code Differently'': Beginners Struggle to Understand LLM-Generated Code cites this paper.

"I Would Have Written My Code Differently'': Beginners Struggle to Understand LLM-Generated Code Substance Beats Style: Why Beginning Students Fail to Code with LLMs

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-16T10:07:00.790750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:00.790750Z digest=sha256:aeb23dfc8e12046e7fe61d1b7bce3ceb957beb8c628a717c2e2209447772015c

Observation f19a67c8-0b3f-4f42-a540-7fef5593c114 · inbound

Who's the Leader? Analyzing Novice Workflows in LLM-Assisted Debugging of Machine Learning Code cites this paper.

Who's the Leader? Analyzing Novice Workflows in LLM-Assisted Debugging of Machine Learning Code Substance Beats Style: Why Beginning Students Fail to Code with LLMs

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:08:19.701432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:08:19.483671Z digest=sha256:4ee8592e2de2a9f3d0b57f284fdceee6745ecc0a68ae4e3661695273bd01d8f9