Paper Citation Record · LEDGER

Learning to Defer in Congested Systems: The AI-Human Interplay

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2402.12237.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2402.12237 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:45:56.960372Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-09T06:55:42.495911Z

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 b0447c20-2de7-455f-815e-50e496646dbf · inbound

Scheduling in Queueing Systems with Uncertain and Evolving Holding Costs cites this paper.

Scheduling in Queueing Systems with Uncertain and Evolving Holding Costs Learning to Defer in Congested Systems: The AI-Human Interplay

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:56.960372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a397c304-3907-43e1-b26c-051eded5981a · inbound

Designing Algorithmic Delegates: The Role of Indistinguishability in Human-AI Handoff cites this paper.

Designing Algorithmic Delegates: The Role of Indistinguishability in Human-AI Handoff Learning to Defer in Congested Systems: The AI-Human Interplay

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:19:48.475154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eca24cf8-3530-4055-8613-2b9d944abb61 · inbound

On the Limits of Selective AI Prediction: A Case Study in Clinical Decision Making cites this paper.

On the Limits of Selective AI Prediction: A Case Study in Clinical Decision Making Learning to Defer in Congested Systems: The AI-Human Interplay

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T22:03:06.641787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9170d302-aa26-4e1b-82cc-744a38731b83 · inbound

"I Don't Have Faith in the Developers to Use My Feedback": Understanding Player Values and Expectancy for Reporting Systems in Video Games cites this paper.

"I Don't Have Faith in the Developers to Use My Feedback": Understanding Player Values and Expectancy for Reporting Systems in Video Games Learning to Defer in Congested Systems: The AI-Human Interplay

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:55:42.556205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.