Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:06:39.792156Z
Paper Citation Record · LEDGER
Four Bottomless Errors and the Collapse of Statistical Fairness
As of 22 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2504.13790.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
14 of 14 outbound references displayed
- verified exact1
- verified fuzzy8
- unresolved3
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a9c48828-cf0f-4f32-8dd9-aad312637563 · outbound
This paper cites It is also a particularly insidious Four Bottomless Errors and the Collapse of Statistical Fairness 2 kind of error.
Four Bottomless Errors and the Collapse of Statistical Fairness It is also a particularly insidious Four Bottomless Errors and the Collapse of Statistical Fairness 2 kind of error
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:06:40.281511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 628a5a55-b08b-4135-8cb4-27aeb800074b · outbound
This paper cites Unfairness is….
Four Bottomless Errors and the Collapse of Statistical Fairness Unfairness is…
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:06:40.263027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 158e97b9-76b5-4d68-a3a0-170cfd102ebe · outbound
This paper cites While peripheral debates about the conception trace through philosophy’s history (Broome 1990), at least two central claims remain solid.
Four Bottomless Errors and the Collapse of Statistical Fairness While peripheral debates about the conception trace through philosophy’s history (Broome 1990), at least two central claims remain solid
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:06:40.249101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b5da6181-5e8d-41ca-8960-4e12cf2dfa34 · outbound
This paper cites This particular rejection of prejudice and favoritism creates an insuperable problem: no discriminating decisions can be made.
Four Bottomless Errors and the Collapse of Statistical Fairness This particular rejection of prejudice and favoritism creates an insuperable problem: no discriminating decisions can be made
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:06:40.233468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e014a760-eb0c-4d94-8ee8-69d79b10db70 · outbound
This paper cites an unresolved cited work.
Four Bottomless Errors and the Collapse of Statistical Fairness Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T12:06:40.197040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 020f0efb-8afa-4bee-8869-8bb7aa2a668e · outbound
This paper cites wrongfully denied bail.
Four Bottomless Errors and the Collapse of Statistical Fairness wrongfully denied bail
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:06:40.179495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7bbba350-d0d4-41e7-bb1f-8e9c4b13ac93 · outbound
This paper cites It would mean,.
Four Bottomless Errors and the Collapse of Statistical Fairness It would mean,
Reference 7
- Resolution
- malformed identifier
- doi_truncated, observed 2026-08-16T12:06:40.166761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4f51e7cf-2dd8-4354-a2ca-f50c7a315aa3 · outbound
This paper cites ProPublica's COMPAS Data Revisited.
Four Bottomless Errors and the Collapse of Statistical Fairness ProPublica's COMPAS Data Revisited
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:06:39.781317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18fc81fd-6e4b-4808-8717-4996ef8ed06d · outbound
This paper cites A snapshot of the frontiers of fairness in machine learning.
Four Bottomless Errors and the Collapse of Statistical Fairness A snapshot of the frontiers of fairness in machine learning
Reference 12
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-16T12:06:40.102738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5f26eb16-5b4d-447b-b64c-e8f8a4e166e2 · outbound
This paper cites Trade-offs between group fairness metrics in societal resource allocation.
Four Bottomless Errors and the Collapse of Statistical Fairness Trade-offs between group fairness metrics in societal resource allocation
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:06:39.788424Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13f09b13-b9eb-4e9d-aac8-ce4cadbfeda0 · outbound
This paper cites Discrimination, Bias, Fairness, and Trustworthy AI.
Four Bottomless Errors and the Collapse of Statistical Fairness Discrimination, Bias, Fairness, and Trustworthy AI
Reference 14
- Resolution
- verified exact
- raw_fallback, observed 2026-08-16T12:06:39.948432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b57645cd-5b40-47bc-b214-ea8b16403511 · outbound
This paper cites Bao, Michelle and Zhou, Angela and Zottola, Samantha and Brubach, Brian and Brubach, Brian and Desmarais, Sarah and Horowitz, Aaron and Lum, Kristian and Venkatasubramanian, Suresh.
Four Bottomless Errors and the Collapse of Statistical Fairness Bao, Michelle and Zhou, Angela and Zottola, Samantha and Brubach, Brian and Brubach, Brian and Desmarais, Sarah and Horowitz, Aaron and Lum, Kristian and Venkatasubramanian, Suresh
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:06:40.153223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation be3fb231-3035-47b5-83b5-5aae10baf719 · outbound
This paper cites 35th Conference on Neural Information Processing Systems (NeurIPS.
Four Bottomless Errors and the Collapse of Statistical Fairness 35th Conference on Neural Information Processing Systems (NeurIPS
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:06:40.137240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3d4ba161-5584-4a78-94c6-9ebf89261eab · outbound
This paper cites Parity” “balance.
Four Bottomless Errors and the Collapse of Statistical Fairness Parity” “balance
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T12:06:40.214851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.