Paper Citation Record · LEDGER

Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2006.10108.

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

pith.paper-citation-record.v1
2006.10108 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:06:32.643092Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

106
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9eaf1fdf-60d3-46f5-ad84-fcffd71b5350 · inbound

Language Models (Mostly) Know What They Know cites this paper.

Language Models (Mostly) Know What They Know Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T15:42:47.428896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 06224edf-f45c-4091-a543-53e800819559 · inbound

Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks cites this paper.

Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:06:32.643092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3204344-73a1-4e85-9a4c-4e27195b084f · inbound

Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's Characteristics cites this paper.

Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's Characteristics Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:07:29.622663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f12b9e6c-a4fe-4ca9-859e-98be316f2122 · inbound

A Framework for Uncertainty Quantification Based on Nearest Neighbors Across Layers cites this paper.

A Framework for Uncertainty Quantification Based on Nearest Neighbors Across Layers Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:10:54.302495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2253dcb-d1a3-402f-b6db-e40832a0682b · inbound

Old Rules in a New Game: Mapping Uncertainty Quantification to Quantum Machine Learning cites this paper.

Old Rules in a New Game: Mapping Uncertainty Quantification to Quantum Machine Learning Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:20.490810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60bfd7aa-f8fd-449f-87b6-91db0a93b6f1 · inbound

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning cites this paper.

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:25:58.819036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 81099845-4479-42af-a774-b4bda8eaba4a · inbound

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media cites this paper.

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness

Reference 187

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:08:20.621080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.