Paper Citation Record · LEDGER

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports

As of 12 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2411.16662.

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

pith.paper-citation-record.v1
2411.16662 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:55:23.251955Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

51 of 51 outbound references displayed

verified exact3
verified fuzzy13
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41e1dae8-2521-470d-b79b-1baf1f3f95ef · outbound

This paper cites A., Nunoo-Mensah, H., and Chen, W.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports A., Nunoo-Mensah, H., and Chen, W

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:24.016834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c9106548-284a-49b1-8321-cca80bbe7e6f · outbound

This paper cites Llama 3 model card.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Llama 3 model card

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:24.001693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 82eece51-6b84-4016-bf16-dd111cd06075 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.986327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 06eac7b8-5033-4581-b769-4cdc85d7818a · outbound

This paper cites E., Laver, M., and Mikhaylov, S.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports E., Laver, M., and Mikhaylov, S

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.038928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cad05879-14c4-4dae-953f-2015470b4542 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.962512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 24064763-7b3c-45fd-a489-c336223d6b04 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.948911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3937b780-3aa0-4f84-ba63-6ece9c2f7b9e · outbound

This paper cites Language Models are Few-Shot Learners.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Language Models are Few-Shot Learners

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.053667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10d286d2-1e00-4051-9fbc-1a50567db371 · outbound

This paper cites Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.058314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7524e579-5497-4d61-a714-34c5b54b6116 · outbound

This paper cites SPECTER: Document-level Representation Learning using Citation-informed Transformers.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports SPECTER: Document-level Representation Learning using Citation-informed Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.063045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea48d973-eb47-491d-a9b1-3e57e76ca488 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.068019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7ae995-8a05-47ae-8475-f41eca7659c1 · outbound

This paper cites A., Grant, S., Chen, M.-C., Lindner, M.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports A., Grant, S., Chen, M.-C., Lindner, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.935300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9a058de7-efac-475a-8adc-3116425a8adf · outbound

This paper cites The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-12T12:55:23.421261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3cdd53e2-1137-4cee-b61a-94b0a95d84ba · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.921167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c52037c6-57d3-4edb-b56f-fe8d22c4ea34 · outbound

This paper cites K., and Ekbal, A.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports K., and Ekbal, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.906673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 22b57a3d-6809-42b4-a779-339787481b90 · outbound

This paper cites Automatic Analysis of Substantiation in Scientific Peer Reviews.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Automatic Analysis of Substantiation in Scientific Peer Reviews

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-12T12:55:23.400691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 26296d8c-7b61-4833-903e-7cbb6a6ec4a3 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.891996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fd4bd7d1-56ca-4086-9652-47f405c05360 · outbound

This paper cites C., and Diesner, J.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports C., and Diesner, J

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.877654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f742ff32-d913-420d-9ed4-a34de6b5ca34 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.863887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a073d35c-5840-40ff-886b-b3628d4d0efc · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.850011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0ca52339-9aad-4b75-88a6-f8b3c1fba633 · outbound

This paper cites G., Norman, C.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports G., Norman, C

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.836264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe64fecf-a66c-4c7b-9306-57e93d20d8bc · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.822479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe53f376-afc6-4e04-be06-c818371f5106 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.808835Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f2a355cb-f0fb-4532-a366-e8c01ea6adc8 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.794221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 75abfd84-4220-470c-94db-699dc1e1bd1b · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.780196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ebba39cf-836b-4e18-92ab-1cf5a92c08da · outbound

This paper cites What Can Natural Language Processing Do for Peer Review?.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports What Can Natural Language Processing Do for Peer Review?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.137390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2130dc-430e-43c2-a69f-167e0261459d · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.766250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cc79515b-ec5c-4e83-9f64-5251ca6177a4 · outbound

This paper cites and Reed, C.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports and Reed, C

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.751910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6e06d7b7-9f85-4e4a-a81c-36bb40428357 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.150303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c1afa3f-0c85-4152-9176-ff553dd24d42 · outbound

This paper cites Decoupled Weight Decay Regularization.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Decoupled Weight Decay Regularization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.155073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5ad790c-1c20-485e-b3e6-f2a8759d06a5 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.737357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fbe78f36-95a7-4339-b58c-3e329a0701bc · outbound

This paper cites and Schutze, H.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports and Schutze, H

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.723476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4789958e-1fed-4f0f-9d1a-d62142991a23 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.709461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9160bf0b-cd1c-4083-9a9b-06ff8f515ce8 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.695014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e809ba28-c6f6-4150-9c1a-92a6f42818ca · outbound

This paper cites and Fujimura, N.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports and Fujimura, N

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.681216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 428ebcaa-b024-47c3-b20d-25b0c28d5926 · outbound

This paper cites and Jorstad, A.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports and Jorstad, A

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.667315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7e925d69-9c4a-4bd5-a909-fc9211c22808 · outbound

This paper cites Large-Scale Text Analysis Using Generative Language Models: A Case Study in Discovering Public Value Expressions in AI Patents.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Large-Scale Text Analysis Using Generative Language Models: A Case Study in Discovering Public Value Expressions in AI Patents

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-12T12:55:23.337753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ac9c92c4-38fd-4be5-ab2f-1131462dfe5a · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.653603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f945a90a-2164-46c4-8a9c-44fa8b45ef21 · outbound

This paper cites V., and M \"u ller, S.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports V., and M \"u ller, S

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.640146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 75868ffe-d33a-4ce3-815a-2e4a4308e5aa · outbound

This paper cites SciRepEval: A Multi-Format Benchmark for Scientific Document Representations.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports SciRepEval: A Multi-Format Benchmark for Scientific Document Representations

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.199250Z

Source-reported events for the cited work

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Observation 0268d85d-8832-49dc-a139-80706bfd0472 · outbound

This paper cites P., and Álvaro Rocha (2019).

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports P., and Álvaro Rocha (2019)

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.625145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4f01ad57-d029-4d1f-a7d8-db6de49634d0 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.610276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 800a24ba-6565-4613-9daf-55f3e7a7247e · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.596307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d9fec555-8790-4558-a57c-cd724c69139e · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.581659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0c95ae08-ff7b-4d5d-b8e3-4b830f9ba697 · outbound

This paper cites Text Classification via Large Language Models.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Text Classification via Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.221681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17912f40-6159-409b-9526-614f9e056701 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports LLaMA: Open and Efficient Foundation Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T12:55:23.225841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 802668cb-fe73-4cdb-9ad8-12edf161ba9d · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.565973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 74fc16b8-bdc9-4df2-9a76-a61b044b48c7 · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports N., Kaiser, ., and Polosukhin, I

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:55:23.550405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 51e15909-c2ab-4f9d-ab79-f6d437891381 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.535800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b76948d7-e905-4c56-a093-15cc0353292f · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.521799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0b7c18d6-7dca-4ac1-9c83-2c8e2c70ebf0 · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.507309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 15aaa57a-3b92-4370-83eb-4ff59271dbae · outbound

This paper cites an unresolved cited work.

A Supervised Machine Learning Approach for Assessing Grant Peer Review Reports Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:55:23.492143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.