Paper Citation Record · LEDGER

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

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2310.01783.

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

pith.paper-citation-record.v1
2310.01783 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:56:59.571767Z

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

43
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 bb568326-4e9a-4fc2-923f-6d5deefb66f4 · inbound

AgentReview: Exploring Peer Review Dynamics with LLM Agents cites this paper.

AgentReview: Exploring Peer Review Dynamics with LLM Agents Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:38:37.237103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 088d102d-77a4-429a-9214-1c915d2fe0e7 · inbound

OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviews cites this paper.

OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviews Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 626

Resolution: unresolved; no resolver link, observed 2026-08-11T14:29:04.091522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bb4ce2c-ba50-4982-a6cd-38611d362ba6 · inbound

AI-Driven Scholarly Peer Review via Persistent Workflow Prompting, Meta-Prompting, and Meta-Reasoning cites this paper.

AI-Driven Scholarly Peer Review via Persistent Workflow Prompting, Meta-Prompting, and Meta-Reasoning Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T23:56:59.571767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feb31682-7d67-43d2-815d-60eefb3168b4 · inbound

Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development cites this paper.

Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:27:34.156772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f22b4050-07a6-47c7-b80c-77217b39443f · 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 Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T17:15:44.823215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 903672af-7ab0-4424-88f5-2d33bebc4e7e · inbound

From Image Captioning to Visual Storytelling cites this paper.

From Image Captioning to Visual Storytelling Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T10:27:39.290156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59cb7f8a-ffd6-4a41-a207-c441a963765b · inbound

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification cites this paper.

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:33:02.277073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5770204e-940b-4ffd-b12b-ad7001a8b37d · inbound

Jagged AI in Scientific Peer Review: Evidence from POMP Data Analysis cites this paper.

Jagged AI in Scientific Peer Review: Evidence from POMP Data Analysis Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:50:55.811117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4d31af43-74eb-41ef-8d1d-035009fcb04a · inbound

Jagged AI in Scientific Peer Review: Evidence from POMP Data Analysis cites this paper.

Jagged AI in Scientific Peer Review: Evidence from POMP Data Analysis Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:53:49.136483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 19000e78-da25-4991-aca7-a6db3a170890 · inbound

Rejoinder: The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review cites this paper.

Rejoinder: The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:44:03.242558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 78f99715-4d34-4ac1-b37e-0b9a6357fd02 · 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 Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T07:20:42.036665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 33a8d968-e1b2-48e2-b8b3-9de67ed5a8b9 · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:49:57.771270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 25baa93a-15c8-49f9-8710-407d16f5b578 · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-12T12:32:39.706055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b90453fb-fbec-494a-ba8a-9031fe0c4d90 · inbound

FARS: A Fully Automated Research System Deployed at Scale cites this paper.

FARS: A Fully Automated Research System Deployed at Scale Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:35:42.734109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 06564d96-f70a-4616-9998-950a9f45f7ee · inbound

FARS: A Fully Automated Research System Deployed at Scale cites this paper.

FARS: A Fully Automated Research System Deployed at Scale Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58140b74-8732-47fd-be93-c151229f1c7f · inbound

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology I: Literature Review cites this paper.

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology I: Literature Review Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T01:53:09.572478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5a24064-d7eb-44ee-9065-e7d889d50c2b · inbound

Reviewer Scores Are Not Comparable Across Research Areas in ML Peer Review cites this paper.

Reviewer Scores Are Not Comparable Across Research Areas in ML Peer Review Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T15:15:45.881309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.