Paper Citation Record · LEDGER

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation

As of 20 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2607.25881.

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

pith.paper-citation-record.v1
2607.25881 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:18:21.192523Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:18:19.409439Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

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External citation measurements

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Outbound references

Observation 5e2c8d26-ae1a-4176-9d36-672619079833 · outbound

This paper cites This demonstrates AI’s potential to assist with project planning in scientific workflows.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation This demonstrates AI’s potential to assist with project planning in scientific workflows

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:19.487572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec72411b-037e-4699-97b0-5d4f601207c2 · outbound

This paper cites Hu- man reviewers were well above chance (≳70%) but relied on noisy and sometimes conflicting cues.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Hu- man reviewers were well above chance (≳70%) but relied on noisy and sometimes conflicting cues

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:19.561541Z

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Observation 11ac35c7-c165-4dda-9d20-d6837b6bc622 · outbound

This paper cites AI style.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation AI style

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:19.621602Z

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Observation ddaa09d6-fc03-493c-9f33-22ec32bf8bcd · outbound

This paper cites III C, Fig.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation III C, Fig

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:19.732064Z

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Observation f9283c59-3763-4912-8b98-61a94e77867a · outbound

This paper cites DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

Reference 5

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Observation 6028ec38-066e-4151-8643-6d85afc7db39 · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:19.836822Z

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Observation 2d6fcef6-a175-4562-897c-4673628b0bb2 · outbound

This paper cites Villaescusa-Navarro, D.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Villaescusa-Navarro, D

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:19.943942Z

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Observation 6a351058-ce26-48e6-9ff1-d2e03596715d · outbound

This paper cites AstroLLaMA: Towards Specialized Foundation Models in Astronomy.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation AstroLLaMA: Towards Specialized Foundation Models in Astronomy

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:19.985736Z

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Observation d5fd8790-ad0a-4cdc-ae78-5cf34ebeb023 · outbound

This paper cites Mitigating the Bias of Large Language Model Evaluation.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Mitigating the Bias of Large Language Model Evaluation

Reference 9

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Observation 360edd47-341c-4ac1-bdcb-9094b4fdb6e2 · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:20.613506Z

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Observation 59246bda-0e03-424e-8f5c-d50ceb28bff3 · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 11

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Observation b44a1445-065e-401e-b95a-9aa1a5933ac0 · outbound

This paper cites AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:19.409439Z

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Observation 0d969c77-76ec-4b7a-a7ea-78eb676ccb4e · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:20.343065Z

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Observation 6059526a-9ead-4855-87f8-783ff0d3af84 · outbound

This paper cites Shcherbiak, H.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Shcherbiak, H

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:20.439871Z

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Observation f744af11-fccb-44e1-8e18-57755c1ac738 · outbound

This paper cites LLM Evaluators Recognize and Favor Their Own Generations.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation LLM Evaluators Recognize and Favor Their Own Generations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:20.501602Z

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Observation 75efcefa-8f3a-4fb3-b270-3afc7876c072 · outbound

This paper cites Self-Preference Bias in LLM-as-a-Judge.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Self-Preference Bias in LLM-as-a-Judge

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:20.683647Z

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Observation e4f57ed0-8e3a-4f58-97a5-ba5b662ba3a0 · outbound

This paper cites Can large language models provide useful feedback on research papers? A large-scale empirical analysis.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:20.810733Z

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Observation 43f36f7e-164b-4696-bdd9-cfb72d0c4d28 · outbound

This paper cites Can AI-Generated Text be Reliably Detected?.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Can AI-Generated Text be Reliably Detected?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:20.880804Z

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Observation 3472dba6-8028-4f8c-94d5-e13e5320684d · outbound

This paper cites Assisting Research Proposal Writing with Large Language Models: Evaluation and Refinement.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Assisting Research Proposal Writing with Large Language Models: Evaluation and Refinement

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:20.944423Z

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Observation 26995a0e-7cd5-4fea-b29d-1cfc29c24c77 · outbound

This paper cites Sikimi´ c, Synthese206, 282 (2025).

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Sikimi´ c, Synthese206, 282 (2025)

Reference 20

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Observation f28a76e2-9aeb-4ccc-8171-4c6e425a5ccb · outbound

This paper cites Sandstr¨ om and M.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Sandstr¨ om and M

Reference 21

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Observation 2e8f6ad0-f4a4-48b4-b91d-98324d77a793 · outbound

This paper cites Thorne, J.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Thorne, J

Reference 22

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Observation 2ccca31a-4254-4121-94f3-b5d4167f2e15 · outbound

This paper cites Villaescusa-Navarro, B.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Villaescusa-Navarro, B

Reference 23

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Observation fd049ff8-eac7-4e47-aebd-5b707d369f73 · outbound

This paper cites LLMs with in-context learning for Algorithmic Theoretical Physics.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation LLMs with in-context learning for Algorithmic Theoretical Physics

Reference 24

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Observation b8cb5aaf-1b9a-4290-a7f7-18c455dfdfc8 · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 25

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Observation ba7a7c32-f54a-4c12-baf4-99598a2a6509 · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 26

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Observation 8bb9cea3-53c0-47ed-9c17-c7d956ce4e73 · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 27

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Observation 64b93ebf-574c-4241-95ae-5a0629a1d9dc · outbound

This paper cites See alsohttps://erc.europa.eu/news-events/news/ erc-clarifies-limits-ai-use-grant-evaluation.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation See alsohttps://erc.europa.eu/news-events/news/ erc-clarifies-limits-ai-use-grant-evaluation

Reference 28

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Observation ff979b18-9cd3-4125-a07d-cea12365b511 · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 29

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Observation 61167f67-5f4f-4a55-bc9a-46528a8d25e0 · outbound

This paper cites drop-out.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation drop-out

Reference 30

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Observation 539fe46f-d948-4782-8300-f7c5637d8ee1 · outbound

This paper cites Many studies have therefore investigated the characteristics of 11 IA in order to eliminate it from the data.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Many studies have therefore investigated the characteristics of 11 IA in order to eliminate it from the data

Reference 31

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This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 32

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Observation 4eda8106-59fb-4832-862e-f99436c45825 · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 33

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Observation d0ead2bd-1d6b-4647-a0b0-7664786cd860 · outbound

This paper cites However, the origins of these binary black holes and the environments they reside in remain unknown.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation However, the origins of these binary black holes and the environments they reside in remain unknown

Reference 34

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Observation 0a605ffb-b3b2-4c56-b9c7-662d936103be · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 35

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Observation 36d3392c-2996-4c60-b7e0-9ecf12c48e81 · outbound

This paper cites For instance, introducing a Chern–Simons cou- pling between a pseudo-scalar field and a non-Abelian gauge field can lead to slow-roll inflation, as in Chromo- 12 Natural Inflation.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation For instance, introducing a Chern–Simons cou- pling between a pseudo-scalar field and a non-Abelian gauge field can lead to slow-roll inflation, as in Chromo- 12 Natural Inflation

Reference 36

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This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

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This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 38

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Observation 8f656e3a-aa18-4fc5-902d-9fab05cb80e5 · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 39

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Observation 0f6eb74f-e4d7-4ae4-ac02-d1936aa61306 · outbound

This paper cites an unresolved cited work.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Unresolved cited work

Reference 40

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Observation bfb375a6-0205-4ddc-9d22-50bca7e2587e · outbound

This paper cites Correct typo and grammar mis- takes, with minimal change to the content: [text].

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation Correct typo and grammar mis- takes, with minimal change to the content: [text]

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T01:18:21.192523Z

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Pith citing papers

Observation b44a1445-065e-401e-b95a-9aa1a5933ac0 · inbound