Paper Citation Record · LEDGER

Courtroom Analogy: New Perspective on Uncertainty-Aware Classification

As of 15 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2605.25616.

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

pith.paper-citation-record.v1
2605.25616 v1

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T23:06:20.734350Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

4 of 4 outbound references displayed

verified exact0
verified fuzzy0
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8c1f015a-744a-469c-a0bc-99ef290b4b71 · outbound

This paper cites Ensemble Distribution Distillation.

Courtroom Analogy: New Perspective on Uncertainty-Aware Classification Ensemble Distribution Distillation

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T23:14:02.024252Z

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 80fce31a-d7f6-4f2c-be0d-01bb3546a13c · outbound

This paper cites Further reduction to EDL.Assume additionally thatτ(x ⋆) = 1andω(x ⋆) =α(x ⋆)/∥α(x⋆)∥1.

Courtroom Analogy: New Perspective on Uncertainty-Aware Classification Further reduction to EDL.Assume additionally thatτ(x ⋆) = 1andω(x ⋆) =α(x ⋆)/∥α(x⋆)∥1

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T23:06:20.734350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eb2244d-9fea-48d4-8fc2-636a87782322 · outbound

This paper cites Fix- ω” fixes ω(x⋆) to a uniform vector, i.e., ω(x⋆) =1/K; “Fix-τ.

Courtroom Analogy: New Perspective on Uncertainty-Aware Classification Fix- ω” fixes ω(x⋆) to a uniform vector, i.e., ω(x⋆) =1/K; “Fix-τ

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-06-29T23:06:20.734350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 315e2233-ba10-4d4f-815a-45b4a30c79c1 · outbound

This paper cites an unresolved cited work.

Courtroom Analogy: New Perspective on Uncertainty-Aware Classification Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T23:06:20.734350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.