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Paper Citation Record · LEDGER

Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2112.05675.

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

pith.paper-citation-record.v1
2112.05675 v2

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 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:31:35.743455Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T17:15:43.203595Z

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 ef44da0c-bbb2-4d3c-a492-cc4b7bed87c4 · inbound

WeAudit: Scaffolding User Auditors and AI Practitioners in Auditing Generative AI cites this paper.

WeAudit: Scaffolding User Auditors and AI Practitioners in Auditing Generative AI Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:35.743455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:35.743455Z digest=sha256:edad40d7d394d86cee404899241b0b5668461690d28106499d3a39038b17ef99

Observation e87b11af-18f3-49ab-9ef2-5216f781cd71 · inbound

Towards Creating Infrastructures for Values and Ethics Work in the Production of Software Technologies cites this paper.

Towards Creating Infrastructures for Values and Ethics Work in the Production of Software Technologies Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support

Reference 87

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:15:43.209225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T17:14:50.463918Z digest=sha256:7240998bb4e22519791d4259e1a712a61322cf43ad488d18ad21761b8ec6c108