Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A causal model of safety assurance for machine learning
As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2201.05451.
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 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:46:15.693925Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T04:03:56.634309Z
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 13d1e03c-7ab6-49f1-8de4-7ecbe836b850 · inbound
A Taxonomy of System-Level Attacks on Deep Learning Models in Autonomous Vehicles cites this paper.
A Taxonomy of System-Level Attacks on Deep Learning Models in Autonomous Vehicles A causal model of safety assurance for machine learning
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T22:46:15.693925Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 080723eb-6cbb-41db-b090-6d514811ba0a · inbound
Detecting Trojaned DNNs via Spectral Regression Analysis cites this paper.
Detecting Trojaned DNNs via Spectral Regression Analysis A causal model of safety assurance for machine learning
Reference 88
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T04:03:56.636235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.