Pith. sign in

Paper Citation Record · LEDGER

On the Diffusion of Test Smells in LLM-Generated Unit Tests

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2410.10628.

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

pith.paper-citation-record.v1
2410.10628 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:49:08.029259Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T23:37:27.545858Z

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 bab71050-9250-410e-955c-8194910a99c9 · inbound

A Causal Perspective on Measuring, Explaining and Mitigating Smells in LLM-Generated Code cites this paper.

A Causal Perspective on Measuring, Explaining and Mitigating Smells in LLM-Generated Code On the Diffusion of Test Smells in LLM-Generated Unit Tests

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-04T06:49:08.029259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T06:49:08.029259Z digest=sha256:9761bc11143bc06a79b8aca9238fcaf5e6ae95b0bc1e7aaebeb23f1717778986

Observation a88c56cf-363b-4e91-8313-5463107caa12 · inbound

LLM vs. Human Unit Tests: Fault Detection on Real Python Bugs cites this paper.

LLM vs. Human Unit Tests: Fault Detection on Real Python Bugs On the Diffusion of Test Smells in LLM-Generated Unit Tests

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-08-04T01:51:29.491094Z

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=2026-06-27T18:07:02.131365Z digest=sha256:d67e9c76b4668b15cfc6c67c0ba73b67b0e251bc487794cdff1971c410475756

Observation 61582c89-3a30-44fe-97a2-be9d52bc5240 · inbound

Humanizing Automatically Generated Unit Test Suites with LLM-Based Refactoring cites this paper.

Humanizing Automatically Generated Unit Test Suites with LLM-Based Refactoring On the Diffusion of Test Smells in LLM-Generated Unit Tests

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-08-04T01:51:29.491094Z

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=2026-06-29T03:01:26.331966Z digest=sha256:68c5a7d12089a77a2268dd15676466fa4feb292e7cab996bcfddfaf4ed728974

Observation f36138ba-b9b1-4f24-bb7b-efe663196d7c · inbound

Humanizing Automatically Generated Unit Test Suites with LLM-Based Refactoring cites this paper.

Humanizing Automatically Generated Unit Test Suites with LLM-Based Refactoring On the Diffusion of Test Smells in LLM-Generated Unit Tests

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-08-04T01:51:29.491094Z

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=2026-07-02T21:16:09.463677Z digest=sha256:0af54e08e7b0fcdc0c2ead983e2cb3eed2a128e13f0cbce739d533410fb40db0