Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Generation Probabilities Are Not Enough: Uncertainty Highlighting in AI Code Completions
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2302.07248.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:29:59.985522Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T15:34:48.540049Z
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 633e500e-50ef-41b4-8a3c-3f462db08cd6 · inbound
Surfacing Variations to Calibrate Perceived Reliability of MLLM-generated Image Descriptions cites this paper.
Surfacing Variations to Calibrate Perceived Reliability of MLLM-generated Image Descriptions Generation Probabilities Are Not Enough: Uncertainty Highlighting in AI Code Completions
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:59.985522Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b6ab556-2c15-47a1-b66b-73fe2868c46d · inbound
From Noise to Knowledge: Interactive Summaries for Developer Alerts cites this paper.
From Noise to Knowledge: Interactive Summaries for Developer Alerts Generation Probabilities Are Not Enough: Uncertainty Highlighting in AI Code Completions
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:22:15.501597Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76a97947-3cc5-42a4-8fb4-8fc6aa9526e5 · inbound
Hint-Writing with Deferred AI Assistance: Fostering Critical Engagement in Data Science Education cites this paper.
Hint-Writing with Deferred AI Assistance: Fostering Critical Engagement in Data Science Education Generation Probabilities Are Not Enough: Uncertainty Highlighting in AI Code Completions
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:41:03.422133Z
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.
Observation 02dbab6b-3941-4d93-9026-87efb275d9fc · inbound
Uncertainty Quantification for LLM-based Code Generation cites this paper.
Uncertainty Quantification for LLM-based Code Generation Generation Probabilities Are Not Enough: Uncertainty Highlighting in AI Code Completions
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T04:02:13.071588Z
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.
Observation 39427816-77ec-47c3-b9e2-1dda64fd7eae · inbound
An Empirical Evaluation of LLM-Generated Code Security Across Prompting Methods cites this paper.
An Empirical Evaluation of LLM-Generated Code Security Across Prompting Methods Generation Probabilities Are Not Enough: Uncertainty Highlighting in AI Code Completions
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T15:34:48.541321Z
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.