Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2308.02935.
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 2026-08-06T17:19:53.937870Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-23T17:15:43.610898Z
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 a1220cf8-1532-4bc0-a5d6-72751047ca0e · inbound
The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter cites this paper.
The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T17:15:43.614233Z
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 1eb3117f-f83a-4021-9332-4f24f687f915 · inbound
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone cites this paper.
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:19:53.937870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.