Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.16199.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T07:27:56.163337Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T04:37:37.627565Z
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 e4762b6f-a84f-4d42-9df9-0072934e439d · inbound
Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations cites this paper.
Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T21:49:05.308846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 40ad2df8-8ac1-4bd2-a578-5e2dcdbfb103 · inbound
Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models cites this paper.
Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
Reference 67
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T06:16:43.799836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bd6ce494-5255-4eda-af0b-11b9bf70fad8 · inbound
In Defense of Information Leakage in Concept-based Models cites this paper.
In Defense of Information Leakage in Concept-based Models Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
Reference 198
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T04:37:37.629235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.