Paper Citation Record · LEDGER

Closing the Gap: A User Study on the Real-world Usefulness of AI-powered Vulnerability Detection & Repair in the IDE

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.14306.

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

pith.paper-citation-record.v1
2412.14306 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 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:20:21.665744Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T21:10:09.279248Z

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 a200b318-8920-42ff-83a2-c5ffbd7e7c61 · inbound

UntrustVul: An Automated Approach for Identifying Untrustworthy Alerts in Vulnerability Detection Models cites this paper.

UntrustVul: An Automated Approach for Identifying Untrustworthy Alerts in Vulnerability Detection Models Closing the Gap: A User Study on the Real-world Usefulness of AI-powered Vulnerability Detection & Repair in the IDE

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-23T00:12:17.620248Z

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.

Observation d9649160-c6c1-4f19-bced-74b27029b5a9 · inbound

Context-Aware CodeLLM Eviction for AI-assisted Coding cites this paper.

Context-Aware CodeLLM Eviction for AI-assisted Coding Closing the Gap: A User Study on the Real-world Usefulness of AI-powered Vulnerability Detection & Repair in the IDE

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:21.665744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9748a4e0-501e-4365-99de-9ff5c51f8e49 · inbound

Helpful or Harmful? Evaluating LLM-Assisted Vulnerability Patching via a Human Study cites this paper.

Helpful or Harmful? Evaluating LLM-Assisted Vulnerability Patching via a Human Study Closing the Gap: A User Study on the Real-world Usefulness of AI-powered Vulnerability Detection & Repair in the IDE

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-04T21:10:09.280907Z

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.

Observation 9165f23e-5c4f-4e18-9f94-da1422f89959 · inbound

DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection cites this paper.

DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection Closing the Gap: A User Study on the Real-world Usefulness of AI-powered Vulnerability Detection & Repair in the IDE

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T05:13:53.299820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.