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Paper Citation Record · LEDGER

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning

As of 6 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2605.06772.

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

pith.paper-citation-record.v1
2605.06772 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:02:09.729350Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T04:28:58.983064Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

62 of 62 outbound references displayed

  • verified exact10
  • verified fuzzy35
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17202e12-3761-4b8e-844a-8bdfc323d43b · outbound

This paper cites 1959 , publisher=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1959 , publisher=

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.608647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:86636c0390d590f2bff87627c04c45dc71dcb39d2980df2a405bd8c2697b6614

Observation 9f88ff4b-5d48-4659-abe3-ca6785cee880 · outbound

This paper cites 1995 , publisher=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1995 , publisher=

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.584727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:8e25286d3d36beb2e8dac59f9620bc60272e7c70f2048b7b101d3d955d3a2fa0

Observation 106b9684-bb2b-4d66-b419-0397617b128f · outbound

This paper cites 1998 , publisher=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1998 , publisher=

Reference 3

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.604266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:aadad47409e6aee177529b368de83c0437a586f32c16050dc980fff312c9f2aa

Observation 78000078-b7e0-4a32-895f-d0409780a9b4 · outbound

This paper cites 1978 , publisher =.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 1978 , publisher =

Reference 4

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.580599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:e76f17846eef2e98d2d726d77bf7439f6efc18507f0efe6f1fd97b40375a29ce

Observation 478e2fbb-d99b-4c7f-baa4-0ef406a93123 · outbound

This paper cites and Ross, Gail , title =.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning and Ross, Gail , title =

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.599659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:4b7463beb2ad5517144fca85fb027ee6590c10aa479755a58ccba9af8014c19b

Observation 9aaf285f-f64f-4d69-a8c2-9fcf48c1738d · outbound

This paper cites Biometrics Bulletin , volume =.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Biometrics Bulletin , volume =

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.591595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:9fdc0b228fcdaf1f7214a5d0a7a2ffb1f8f422010218be10467e1c71cb7cc704

Observation 4bb09b7e-64d0-4f51-b63c-ee6454156e29 · outbound

This paper cites and Whitney, Donald R.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning and Whitney, Donald R

Reference 7

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.493346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:06e6e0eea7ac4a1bd3c8761920a69b2ab0dd53f6739f19e591a284ffd4fde877

Observation 7fabb188-89b2-4827-8a1b-156af24c66f2 · outbound

This paper cites and Wallis, W.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning and Wallis, W

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.478364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:c597c38b9495c36bc54165a551b92d0671339eb8b20439d75f0f068dab750f8f

Observation f9afa48d-2faa-43b5-99b6-6a7b950520e7 · outbound

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

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 9

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metadata mismatch
local_arxiv, observed 2026-05-11T04:50:57.208701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:9f2c163a6ab25a308b820f6535dba0e9afd6e44abc9b2b21ed88832f98b75f8d

Observation b2fbbffe-982a-456a-ab0a-843d92559bb9 · outbound

This paper cites Nature , volume=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Nature , volume=

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.489940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:ce797763a60006ade96044f08c94bfb2defad9604efbfd0472b444f0fcca960a

Observation fd1fd3b6-b353-4a77-a7ad-457b5c5f8805 · outbound

This paper cites Nature , volume=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Nature , volume=

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.568590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:c82a16a766630984750f91d8f6c8794c14ae2f97532004c1de8744362bdba7ff

Observation 3e67594a-6a96-4f35-83bb-e269e11d705b · outbound

This paper cites UIST , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning UIST , year=

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.438835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:a055e10dbfe7e35b603ef31257225b3b6f985f4f1080af5219f6e506c44e8c06

Observation ed6db5a6-b200-4b99-ae56-d8a1f0a7b523 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T03:01:45.301651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:ce1bb04065fba46b2a54f8cbc6c0b3f60ba47d2b7a026622e8e576db724a11cd

Observation 576340e9-d4c2-47ca-b466-06339d0cd624 · outbound

This paper cites Large Language Models Cannot Self-Correct Reasoning Yet.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Large Language Models Cannot Self-Correct Reasoning Yet

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T05:48:28.335998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:badee0e1caa0befee6a5f323b79dce70d4f11226ea20bf90c6cc114ddfe846ea

Observation 706a58eb-75b2-41e6-a263-ae40d5935bb2 · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T00:00:16.565169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:4154f08a2c9496a163fb642388bf283b00a6d32fba1081042b839a92d09eb789

Observation 59d20369-c17a-4380-bcc1-3d5f6d0d67cf · outbound

This paper cites Problems of Monetary Management: The.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Problems of Monetary Management: The

Reference 16

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.446261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:57b27c826a2e8fb3010a19ebf7497c62145ef34135ab936d9141750a02fac36d

Observation 676073b8-0d69-4c1d-9392-5d62bee07f9c · outbound

This paper cites Guevara, A.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Guevara, A

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:57.232718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:8e86633ebee1785e0833d88e845da21506d6402727e8445f31074aa379cebaf3

Observation be5291df-f1df-47d0-a8e4-217bc5190bd7 · outbound

This paper cites Fireside chat.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Fireside chat

Reference 18

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.482457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:85cb400255ca4316460406d114507c95f50ff340a53b13c967d3cc0b91007904

Observation 6a21d2c8-e5fc-4753-8dc8-278f7074f8fb · outbound

This paper cites Theoretical Physics Benchmark (.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Theoretical Physics Benchmark (

Reference 19

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.504937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:89256e311bef1553055ab01bd754b23b21c898e9b979de83d1eb9050e7ca971a

Observation ccc83e24-e3a4-43ef-a7ef-4e0315a1a029 · outbound

This paper cites arXiv preprint arXiv:2506.06214 , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint arXiv:2506.06214 , year=

Reference 20

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verified exact
arxiv_id, observed 2026-05-11T04:50:57.184207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:8bce020282f07a35ee1ea8af067bd896f397584a82dfa932cafe3b2a0427bb18

Observation 6a6e5d73-5743-4af5-9dcd-db61a5571b22 · outbound

This paper cites The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Reference 21

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T16:10:31.796621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:638e0be0364a1804447a41b7c7d1b024db8056e61447ea99d44b07d09ee72e62

Observation 64369845-9216-46fe-92fc-d29e3184ddc8 · outbound

This paper cites A Comment On "The Illusion of Thinking": Reframing the Reasoning Cliff as an Agentic Gap.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning A Comment On "The Illusion of Thinking": Reframing the Reasoning Cliff as an Agentic Gap

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:57.165989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:e0c34bbb6af84937d1d8f47f728a921ec6be8a86d4193771ac3ef9e92331b925

Observation 7ba10b81-cdd0-4917-b136-a11b655b0183 · outbound

This paper cites Have Large Language Models Learned to Reason? A Characterization via 3-.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Have Large Language Models Learned to Reason? A Characterization via 3-

Reference 23

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.486512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:b19731fc3f16c59a701438cb86abb00ddd84276198adc0b5e825153b7582440f

Observation b6ea0b55-4e59-4a27-92b4-03ec6f1d61d6 · outbound

This paper cites Logical Phase Transitions: Understanding Collapse in.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Logical Phase Transitions: Understanding Collapse in

Reference 24

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.552292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:2753ed3a85ec9441b5f6cb701262759ade3a9b5ace30bda861fc6d00834378a4

Observation 9450d46c-6467-4403-a6b5-d09d141c2594 · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 25

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unresolved
raw_fallback, observed 2026-05-16T00:31:58.528535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:7e2b493baff9373f5d67fac5bcb71d2a35ba22a65e8d27bfa6dbf1e81e75a94d

Observation 4f3a238c-4344-49d2-81ab-4e8cbecbbd1e · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 26

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raw_fallback, observed 2026-05-16T00:31:58.450300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:d90adb4cd4a6a3d5aa3705446a34ffbcd98e7d73a8ba415140818559fe96ae32

Observation 12df5b0c-5e9f-42e4-8b22-46665f548642 · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:31:58.442657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:60bd7b72691a09a3c0e85f49dc666ab870405e4e86d1c7d2ca123390e6c576c3

Observation 856f1791-d114-4833-b991-13fc5115a508 · outbound

This paper cites 2025 , publisher=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , publisher=

Reference 28

Resolution
verified exact
doi, observed 2026-05-11T01:05:50.870841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:fc3330d31c49a74e2ab08695bcdb3d821de8462c1157377db6918bb078f7256f

Observation 70942678-eb9a-4129-a81b-f6e489625620 · outbound

This paper cites Test-time Scaling Techniques in Theoretical Physics: A Comparison of Methods on the.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Test-time Scaling Techniques in Theoretical Physics: A Comparison of Methods on the

Reference 29

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.565308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:b6caa9a140bbcdb30639604a09ae83292d5ac0d4e73cf6dbb9ac7e93f46c0414

Observation 93ff822a-65f6-476b-9b93-612f219951b0 · outbound

This paper cites Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:57.131405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:8928ed6565ccea181461a6e1a4174bfa8563e3861b181913ff4c40e24de00252

Observation 3a7fc420-1654-479c-8186-a8f7027e797e · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-05-16T00:31:58.541824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:d01e149d76bf76e4a99dc577865a5ab47bde08d8bc5ee426c72a7c4165f5d021

Observation 2031f6bc-ae51-4fb2-aa26-6764ef3563b1 · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:31:58.474294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:989eef164b838a948a6f679825fec0b5aa861fcdd37ee92a65280649176a27ee

Observation 246d5681-dce2-4855-97f2-1444e481687b · outbound

This paper cites Advancing.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Advancing

Reference 33

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verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.520421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:e8ea677fe6a8d9794c40d0e0b1754b4f751ea6f965599ad234a74e53fd8fcd39

Observation c81caa92-89cf-4a26-868e-da1249769b73 · outbound

This paper cites Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:57.113134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:08dff0ae251205ffa9ee707bda1976240638285661b3ba94fe08ee6402e0f9ea

Observation 2ce9869b-b026-4192-a5c5-f169368e133f · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:31:58.545031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:4d405a18e6bc301b62be7f3f85d43734816bff3f3aaf7fa528f8076cd422acc2

Observation a7c04cd5-0e5a-4d1b-a2ca-a9d3eee79597 · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:31:58.466393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:1c8ee091d9f128976009a7252d553bc3d22148a7f66284cd7fcbddbb481162c3

Observation b41b1dc7-3a14-418e-8602-2d8896ac0316 · outbound

This paper cites arXiv preprint , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint , year=

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.457935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:954240cba118fd2abc69e82abb8af127090651f0815d49624f4521c4953eed61

Observation 6d12c71b-0056-4c23-a560-d36c0a3b219c · outbound

This paper cites ICLR , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning ICLR , year=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.555575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:b0c8147706b586ea8ab861d477878d0d44dc4a3c00e8275e9860b197acf718d1

Observation 8450ea9e-bf6e-460e-9243-3dff62e93d9e · outbound

This paper cites an unresolved cited work.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-16T00:31:58.497255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:93b8e5bc644a8b5b4f55273af3261183ff3fb8ead8b81521ba111dd4e30c5d87

Observation 07dc5673-8254-44ed-9f3f-a71126a2a8be · outbound

This paper cites arXiv preprint , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint , year=

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.558612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:c9a79f97cf42bbc081af30810a4aea3553d542028f7211266570a01409c6ad86

Observation b174d015-2ed7-4e99-a7e8-5b73afc3da26 · outbound

This paper cites arXiv preprint , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint , year=

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.508507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:d9ed5b4c9a5cb7ebc92471a280ffe7a6c02cbc0ef9bb886ac4000aeb48a26799

Observation 2d45c190-0297-4281-baa4-59ecaeff153e · outbound

This paper cites Richmond, C.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Richmond, C

Reference 43

Resolution
verified exact
doi, observed 2026-05-11T01:05:50.879858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:c1a69c4f0b0b934a13b7785c20b31ff50ea1ec432c29d21d378e65e81027f916

Observation 70b6c665-f1f9-4dec-9bda-454726376e86 · outbound

This paper cites Single-minus graviton tree amplitudes are nonzero.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Single-minus graviton tree amplitudes are nonzero

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:57.120989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:c9719f23c3fa07de732d827072e031537ebbc2096396cdcc92e04dc799268120

Observation 4080207f-af0a-4c9b-a118-26d926a140db · outbound

This paper cites doi:10.5281/zenodo.438045 , url =.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning doi:10.5281/zenodo.438045 , url =

Reference 47

Resolution
verified exact
doi, observed 2026-05-11T01:05:50.877629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:0e61b20c65b60a459929be24875c5246e8dd93d23d6dc2c2f2aa1d9aed845075

Observation 4d5dae31-caa9-4daf-b5bc-ce553b75ddcc · outbound

This paper cites 2024 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.512260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:f36966ffc5d592d73106f8c573468b3b1a52bae7d8667075eeec98df0f265763

Observation 73f221d7-d431-4466-84e1-edb190ec424e · outbound

This paper cites 2024 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.470657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:7381be3583f7fcb67d0b282884deb11215eee6bdc5d2ecfe26653e4524e6929b

Observation bbcce219-ad78-4d5a-afea-0f15d5192c24 · outbound

This paper cites 2024 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.434940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:48fc4946bf0df340bd8206f2298ec5ea94a686caf53a7906cf6681c3aef1b1bb

Observation 6cae9b89-72ba-422a-917d-12bfae9e984d · outbound

This paper cites 2025 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , eprint=

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.532398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:e06496e357d32043be018fe0c3f6d719ff311b6f81c7faed82ebc708d89a87d0

Observation 4039c86e-f5cf-4bcd-8bf1-19416a3cf922 · outbound

This paper cites 2026 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2026 , eprint=

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.454211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:3a375ec47280e8ceb9b1f8bbaaaa79831db90084f9edca2cc22c1b71a9c43d45

Observation 63fe823b-7366-4420-ab9d-837dabd7e58a · outbound

This paper cites 2024 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2024 , eprint=

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.538977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:087c2eb18d1b40d2ca20ba7dbce63b60e942ccfe8ecf25f2b16aefa2c6e702f6

Observation 20b8f983-eb6d-4d73-a5fa-0f8a6a5ece40 · outbound

This paper cites 2025 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , eprint=

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.535851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:e511de178c6cf94e74130ca274354472c30ca3f848d6862d2cef9265e0c0e2ab

Observation 64bd82cc-0d27-4f89-be73-55b753af477a · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena , url =.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena , url =

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.516545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:ac080540c05894d854d35b6ec80bd0609ef21a2e474dfa8b70f7a8a651e3258c

Observation 33aa3129-1a72-4e9f-93ba-d4add54f1286 · outbound

This paper cites 2025 , eprint=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 2025 , eprint=

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.524232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:b34d528bca18b957b8accd52a654bd9bcfdfdabb82d60dc9dfa434ac33b07b3d

Observation 9436f689-9a7b-41a5-acf5-aa8b967b4231 · outbound

This paper cites 15 Advancing Mathematics Research with AI-Driven Formal Proof Search Accelerating scientific research with gemini: Case studies and common techniques.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning 15 Advancing Mathematics Research with AI-Driven Formal Proof Search Accelerating scientific research with gemini: Case studies and common techniques

Reference 57

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:57.092017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:3ad824ea5f37653add4c755843596d4eed2a9a4f13bf0a571a9518abb7f874f9

Observation 7af160fc-6dc2-4f49-95b6-c2dcce54264e · outbound

This paper cites arXiv preprint arXiv:2508.08370 , year=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning arXiv preprint arXiv:2508.08370 , year=

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:57.098248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:8c04af46b5347459c86c6e9d3509c94dbe3e5193526a3863acee649da1399f62

Observation 99e78323-a020-4ad4-bf88-f2c2bb5948fb · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , pages=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Proceedings of the 41st International Conference on Machine Learning , pages=

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.572416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:7b4dadae2607241517542fe73bed9fbcd99d613d1b2e7c218834a72e1142856e

Observation 7a74f404-3425-4a55-9811-f3d11350c5df · outbound

This paper cites Science , volume=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Science , volume=

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.548739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:f080a92fee6e423a708a1b00641e7479e1898d5e2607bb39f5b983908f0ddbc9

Observation 1efd38cd-e194-4876-899a-8fc5ffdb50e8 · outbound

This paper cites Science Advances , volume=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Science Advances , volume=

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.501356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:8769ecf83541470bf8f9b7635be95b40f7d1818576c3e14617135df7c419082f

Observation 2cb54d0c-03b2-416b-aa51-1d47b439ccc0 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Advances in Neural Information Processing Systems , volume=

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:31:58.561744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:91813d9e2dbea501923e4c71f1f1e48fb429d3a0bc7039d9501ae626c14e8dbf

Observation 0a11c128-5729-482c-a276-a0982bc60f0a · outbound

This paper cites Learning to Unscramble Feynman Loop Integrals with SAILIR.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Learning to Unscramble Feynman Loop Integrals with SAILIR

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:50:57.106359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:291ff256bbd0379555432bfef2b7d209ad65c3ccd1afbc2ec056878cbe7d364e

Observation ecc46fbb-2437-4b4b-a1a9-0924511a90d7 · outbound

This paper cites Learning to Unscramble: Simplifying Symbolic Expressions via Self-Supervised Oracle Trajectories.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Learning to Unscramble: Simplifying Symbolic Expressions via Self-Supervised Oracle Trajectories

Reference 64

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:50:57.141857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:28a18ae82ccae80ab329c71b690504fb71f0cc06b475583e23b7f6a9256e95e2

Observation 7cee9cc5-cd2c-431b-8d0d-59a48aa99943 · outbound

This paper cites Vibe physics: the AI grad student.

When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning Vibe physics: the AI grad student

Reference 65

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:50:57.217681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-11T01:02:09.729350Z digest=sha256:5b5a14c0e9a2e0c5c05f9abf5bc78b4bd9e1a2537d8a8d28521e3dd8230f6700

Pith citing papers

Observation 8e4f6239-6fa9-403e-ba70-b3b0b62849cc · inbound

Agentic Re-Casting using Agentic Re-Simulations cites this paper.

Agentic Re-Casting using Agentic Re-Simulations When Does Critique Improve AI-Assisted Theoretical Physics? SCALAR: Structured Critic--Actor Loop for Agentic Reasoning

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T04:28:58.983064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T04:28:58.983064Z digest=sha256:4c743d393320e328706bc5d25e658ceb91ff037135b40c18c565d2766ee3038b