Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Improving Learning-to-Defer Algorithms Through Fine-Tuning
As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2112.10768.
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 2026-08-07T10:23:03.891594Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-24T04:13:53.332407Z
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 a39723c8-c3f0-42f2-b19c-c76d62d25162 · inbound
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems cites this paper.
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems Improving Learning-to-Defer Algorithms Through Fine-Tuning
Reference 126
- Resolution
- verified exact
- arxiv_id, observed 2026-05-24T04:13:53.338887Z
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.
Observation 5bec69c5-848b-4311-a919-cf1fd3a25035 · inbound
Bayesian Inference for Correlated Human Experts and Classifiers cites this paper.
Bayesian Inference for Correlated Human Experts and Classifiers Improving Learning-to-Defer Algorithms Through Fine-Tuning
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:23:03.891594Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42d3b9fb-ad8a-48ff-bb16-10d7fcd368d6 · inbound
Optimized Deferral for Imbalanced Settings cites this paper.
Optimized Deferral for Imbalanced Settings Improving Learning-to-Defer Algorithms Through Fine-Tuning
Reference 103
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T10:06:29.768968Z
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.