Paper Citation Record · LEDGER

GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2307.05492.

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

pith.paper-citation-record.v1
2307.05492 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:57:43.513263Z

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

14
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 9fb9b98d-813e-41c0-9e74-52d25c7b5e43 · inbound

Generative Adversarial Reviews: When LLMs Become the Critic cites this paper.

Generative Adversarial Reviews: When LLMs Become the Critic GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T19:57:43.513263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d001435-b178-4f42-9463-ba927a3222d7 · inbound

LLM4SR: A Survey on Large Language Models for Scientific Research cites this paper.

LLM4SR: A Survey on Large Language Models for Scientific Research GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 129

Resolution: unresolved; no resolver link, observed 2026-08-10T21:39:25.621731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88ee51ef-9bf7-40b4-adbb-be8ed491cf47 · inbound

Large language models for automated scholarly paper review: A survey cites this paper.

Large language models for automated scholarly paper review: A survey GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-10T19:16:12.918300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f1571d-8121-4d95-8fff-753dede73594 · inbound

SC4ANM: Identifying Optimal Section Combinations for Automated Novelty Prediction in Academic Papers cites this paper.

SC4ANM: Identifying Optimal Section Combinations for Automated Novelty Prediction in Academic Papers GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:05:27.180000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5367ad39-3a78-4107-a265-099e50aa9b0b · inbound

Automated Novelty Evaluation of Academic Paper: A Collaborative Approach Integrating Human and Large Language Model Knowledge cites this paper.

Automated Novelty Evaluation of Academic Paper: A Collaborative Approach Integrating Human and Large Language Model Knowledge GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T17:15:44.917348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94305aef-26af-4bf6-b18c-84e5f3fe1961 · inbound

Impact of large language models on peer review opinions from a fine-grained perspective: Evidence from top conference proceedings in AI cites this paper.

Impact of large language models on peer review opinions from a fine-grained perspective: Evidence from top conference proceedings in AI GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:18.994734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ed8117ac-49a1-4825-836f-98dcbf5c0a1a · inbound

When AI reviews science: Can we trust the referee? cites this paper.

When AI reviews science: Can we trust the referee? GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 147

Resolution: verified exact; arxiv_id, observed 2026-05-08T23:19:30.564789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bdfe83de-877c-46b8-83ce-738376a5d80d · inbound

Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions cites this paper.

Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:06:14.511477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b85dcf9e-fc04-4a37-9bf6-ba0559097e25 · inbound

From Passive Generation to Investigation: A Proactive Scientific Peer Review Agent cites this paper.

From Passive Generation to Investigation: A Proactive Scientific Peer Review Agent GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-27T07:20:42.027403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f52bfdf8-dd43-433d-b194-944632872b9d · inbound

LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges cites this paper.

LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:30:00.412246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.