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Paper Citation Record · LEDGER

LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation

As of 2 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2404.10100.

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

pith.paper-citation-record.v1
2404.10100 v2

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 2026-08-02T06:30:47.504484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:03:36.733406Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T20:03:24.653608Z

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 d04af2b5-572d-42e7-a31c-a7d0733f8ff3 · inbound

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks cites this paper.

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-23T20:03:24.656888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

source=pdf_text observed=2026-05-23T19:58:28.103216Z digest=sha256:806398b9c75f8fce49fadc16f7ab0c7539d4cb60763c2801968a42eb1d52d242

Observation 17d22bf3-51ba-42a6-a42a-1468e34172e4 · inbound

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation cites this paper.

The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T18:03:36.733406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:03:36.733406Z digest=sha256:84aa8c2a594ad53fb656feafb9770368a1e96a1ecd4c0ff9d8d8ce75c6400f87