Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Data Representativity for Machine Learning and AI Systems
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2203.04706.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:53:32.296715Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T21:18:59.600262Z
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 ded3293a-a9a1-494a-a932-74af502f75c7 · inbound
Predictive Representativity: Uncovering Racial Bias in AI-based Skin Cancer Detection cites this paper.
Predictive Representativity: Uncovering Racial Bias in AI-based Skin Cancer Detection Data Representativity for Machine Learning and AI Systems
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:33:53.115341Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daede4c1-f804-4a2f-87fa-4370ebb5f032 · inbound
Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification cites this paper.
Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification Data Representativity for Machine Learning and AI Systems
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T13:23:42.626706Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90c5b98a-cc7a-4379-bde4-be74402e5d1e · inbound
A Prototypical Signature Approach for Writer-Independent Offline Signature Verification cites this paper.
A Prototypical Signature Approach for Writer-Independent Offline Signature Verification Data Representativity for Machine Learning and AI Systems
Reference 295
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T21:18:59.601601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 626a1497-ea00-4a44-a988-0aa71ce2279b · inbound
Robustness of transferability estimation metrics for medical imaging cites this paper.
Robustness of transferability estimation metrics for medical imaging Data Representativity for Machine Learning and AI Systems
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:53:32.296715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.