Paper Citation Record · LEDGER

Fairlearn: Assessing and Improving Fairness of AI Systems

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2303.16626.

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

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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:40:53.002313Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:40:54.047518Z

0 of 0 outbound references displayed

External citation measurements

No source-named external measurement is stored.

No outbound reference observations are available for this paper version.

Observation f629e228-bf2a-4b1d-9341-64d13bbd7bab · inbound

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:40:54.094168Z

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 ac165237-b18e-47c5-8193-61732717f629 · inbound

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T16:50:39.183180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.