Paper Citation Record · LEDGER

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model

As of 23 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2606.07771.

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

pith.paper-citation-record.v1
2606.07771 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T20:41:14.626706Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

18 of 18 outbound references displayed

verified exact2
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0e6dbb2-3977-47b6-bf07-863654dbe930 · outbound

This paper cites The Hyper Suprime-Cam SSP survey: Overview and survey design.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model The Hyper Suprime-Cam SSP survey: Overview and survey design

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73350742-609e-476e-b715-e00bd4d0d1ae · outbound

This paper cites Prediction of Star Formation Rates Using an Artificial Neural Network.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Prediction of Star Formation Rates Using an Artificial Neural Network

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb576a22-8690-48fd-9370-baff80b9b204 · outbound

This paper cites Constructing normalized nonconformity measures based on maximizing predictive efficiency.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Constructing normalized nonconformity measures based on maximizing predictive efficiency

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 905fdfee-994d-496f-9aaa-d979f601e47d · outbound

This paper cites The DESI Experiment Part I: Science,Targeting, and Survey Design.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model The DESI Experiment Part I: Science,Targeting, and Survey Design

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-02T20:17:22.076737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7fa8f21b-91c5-4690-93fe-b4cf9e389c03 · outbound

This paper cites Schlegel, Dustin Lang, Robert Blum, Kaylan Burleigh, Xiaohui Fan, Joseph R.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Schlegel, Dustin Lang, Robert Blum, Kaylan Burleigh, Xiaohui Fan, Joseph R

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d0e57f-df38-4dbd-8b42-9c2e6e0e6c68 · outbound

This paper cites Simul- taneous derivation of galaxy physical properties with multimodal deep learning.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Simul- taneous derivation of galaxy physical properties with multimodal deep learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10766df1-72a7-4515-b6e7-a34d6ba35c69 · outbound

This paper cites Prusti, J.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Prusti, J

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de789b67-bf2b-4670-b546-147c2ef46af2 · outbound

This paper cites Dropout as a Bayesian approximation: Representing model uncertainty in deep learning.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Dropout as a Bayesian approximation: Representing model uncertainty in deep learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3c35cd8-b290-4fd1-912a-2aae89602302 · outbound

This paper cites Simple and scalable predictive uncertainty estimation using deep ensembles.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Simple and scalable predictive uncertainty estimation using deep ensembles

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 001c3625-34f1-4683-9c40-1dd78202804f · outbound

This paper cites Tibshirani, and Larry A.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Tibshirani, and Larry A

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84d406a2-2a02-4418-94bf-39123080ea3f · outbound

This paper cites Estimation of age and metallicity for galaxies based on multi-modal deep learning.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Estimation of age and metallicity for galaxies based on multi-modal deep learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7adb140-6b8b-4123-909f-0f2edb73573f · outbound

This paper cites Locally valid and discriminative prediction intervals for deep learning models.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Locally valid and discriminative prediction intervals for deep learning models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b93b5a-f913-4014-88d2-8a9a0f2d4a01 · outbound

This paper cites AstroCLIP: a cross-modal foundation model for galaxies.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model AstroCLIP: a cross-modal foundation model for galaxies

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8fce2e5-359c-4c6b-817d-d3d8823a714d · outbound

This paper cites 2025, arXiv e-prints, arXiv:2510.17960, 10.48550/arXiv.2510.17960.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model 2025, arXiv e-prints, arXiv:2510.17960, 10.48550/arXiv.2510.17960

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T20:17:22.079233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 635cd5fa-ce93-4b53-92eb-b68fff980bb5 · outbound

This paper cites an unresolved cited work.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 648bfd3a-370f-4031-8a56-3769bdb88053 · outbound

This paper cites A Deep Multimodal Multi–Head Neural Network for Joint Estimation of Stellar Age, Lifetime, and Evolutionary Stage.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model A Deep Multimodal Multi–Head Neural Network for Joint Estimation of Stellar Age, Lifetime, and Evolutionary Stage

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:17:22.082021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b17d1085-4324-4e81-b4da-6913943194a6 · outbound

This paper cites Algorithmic Learning in a Random World.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Algorithmic Learning in a Random World

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 211b47a6-b736-4626-9760-f066e1546cb1 · outbound

This paper cites an unresolved cited work.

Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T20:41:14.626706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.