Paper Citation Record · LEDGER

Automated scientific minimization of regret

As of 19 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2505.17661.

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

pith.paper-citation-record.v1
2505.17661 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:46:20.163265Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy12
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72b14718-9478-48f1-ae15-efab42444728 · outbound

This paper cites Centaur: a foundation model of human cognition.

Automated scientific minimization of regret Centaur: a foundation model of human cognition

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:18.377131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c2d12c-8762-43d1-9024-40e48367e994 · outbound

This paper cites Using large-scale experiments and machine learning to discover theories of human decision-making.

Automated scientific minimization of regret Using large-scale experiments and machine learning to discover theories of human decision-making

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:22.449702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation da9ee55d-8e44-498a-9b04-809d1d3b8546 · outbound

This paper cites Hybrid neural-cognitive models reveal how memory shapes human reward learning, 2024.

Automated scientific minimization of regret Hybrid neural-cognitive models reveal how memory shapes human reward learning, 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:22.334951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 76954d95-8488-4782-9678-0c7d3f6c8c0c · outbound

This paper cites Scaling up psychology via scientific regret minimization.

Automated scientific minimization of regret Scaling up psychology via scientific regret minimization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:22.173225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fe16738a-9303-46e4-8264-da0c3276c81d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Automated scientific minimization of regret DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:18.960936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f50b87b-6c8f-4965-b9f1-c87dbe0359b3 · outbound

This paper cites Qwen3 technical report.

Automated scientific minimization of regret Qwen3 technical report

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:22.029537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6f6a1b29-7c58-457a-a3fa-6f5e810fc591 · outbound

This paper cites Closed-loop scientific discovery in the behavioral sciences.

Automated scientific minimization of regret Closed-loop scientific discovery in the behavioral sciences

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:21.852826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ea6efe0d-2dc0-41b3-b057-7bad14d05f7b · outbound

This paper cites How should the advancement of large language models affect the practice of science? Proceedings of the National Academy of Sciences, 122 0 (5): 0 e2401227121, 2025.

Automated scientific minimization of regret How should the advancement of large language models affect the practice of science? Proceedings of the National Academy of Sciences, 122 0 (5): 0 e2401227121, 2025

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:21.711365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f15ba319-60e4-4807-a5d3-4428423293fd · outbound

This paper cites Automating the practice of science: Opportunities, challenges, and implications.

Automated scientific minimization of regret Automating the practice of science: Opportunities, challenges, and implications

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:21.518861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 44757967-9be0-4871-bc55-4e33ed840e76 · outbound

This paper cites Discovering symbolic cognitive models from human and animal behavior.

Automated scientific minimization of regret Discovering symbolic cognitive models from human and animal behavior

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:21.336206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 68c05dcb-b909-45c1-ae71-9623034242db · outbound

This paper cites Towards automation of cognitive modeling using large language models.

Automated scientific minimization of regret Towards automation of cognitive modeling using large language models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:19.782950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d108c10f-2c9e-488e-98d0-e9087dbf5dc3 · outbound

This paper cites Generalized outcome-based strategy classification: Comparing deterministic and probabilistic choice models.

Automated scientific minimization of regret Generalized outcome-based strategy classification: Comparing deterministic and probabilistic choice models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:21.171749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 643795a9-e77d-466a-9f52-3b7e560c5e17 · outbound

This paper cites Simple heuristics that make us smart.

Automated scientific minimization of regret Simple heuristics that make us smart

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:21.029001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e631c507-f039-494a-a8bc-e2116033cb21 · outbound

This paper cites Heuristics from bounded meta-learned inference.

Automated scientific minimization of regret Heuristics from bounded meta-learned inference

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:20.836308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd78af60-2b42-4b84-9d17-83ed71c9dbda · outbound

This paper cites Heuristics as bayesian inference under extreme priors.

Automated scientific minimization of regret Heuristics as bayesian inference under extreme priors

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:20.528981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.