Paper Citation Record · LEDGER

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review

As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2608.00299.

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

pith.paper-citation-record.v1
2608.00299 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:15:23.432939Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy15
unresolved26
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5e190258-9202-47e0-bf56-cd374d4f73b8 · outbound

This paper cites August, L.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review August, L

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:19.903767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 637e89e6-519a-4987-b4f4-250d557ebcb2 · outbound

This paper cites Stop Automating Peer Review Without Rigorous Evaluation.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Stop Automating Peer Review Without Rigorous Evaluation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:20.000299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ab5c9c9-4927-4dbd-b23b-e3924b5db83b · outbound

This paper cites Has the Machine Learning Review Process Become More Arbitrary as the Field Has Grown? The NeurIPS 2021 Consistency Experiment.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Has the Machine Learning Review Process Become More Arbitrary as the Field Has Grown? The NeurIPS 2021 Consistency Experiment

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:20.095443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb7b0be8-2a91-4384-99f3-30b58f8ea490 · outbound

This paper cites AI-Assisted Peer Review at Scale: The AAAI-26 AI Review Pilot.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review AI-Assisted Peer Review at Scale: The AAAI-26 AI Review Pilot

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:20.172436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f323095-2b3c-40b4-b98f-1a4a8b8aae18 · outbound

This paper cites Bornmann, R.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Bornmann, R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:29.236771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bee9df1e-ab13-43cc-b9d2-7f9920b8041d · outbound

This paper cites Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:20.355276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a209d897-955b-42fa-9e7f-27fbd9d43e37 · outbound

This paper cites Devanga, G.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Devanga, G

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:29.070062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4c3b6ace-604b-413f-b428-bc29f1442030 · outbound

This paper cites Draxler, A.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Draxler, A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:28.838342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4158d687-b53a-4321-b63e-9145a88d55b2 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:20.576346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe753c8-0836-4208-99b1-ebc792526abe · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:20.634626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed6bb6cb-5289-4f3d-985a-174482801079 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:15:28.659534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9834c122-9557-4d17-bdf1-97e238015778 · outbound

This paper cites Hinckley, X.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Hinckley, X

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:20.833633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eac15bfa-e313-40d3-870d-0cf7ddc35ca5 · outbound

This paper cites Hosseini and S.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Hosseini and S

Reference 13

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T04:15:28.481241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5625861c-919f-44dd-b35e-05db1b91ce6e · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-06T04:15:20.980258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a6cd7d-163a-41eb-88e7-82096eab788f · outbound

This paper cites CHI 2025 papers track: Post- PC outcomes report.https://chi2025.acm.org/ chi-2025-papers-track-post-pc-outcomes-report/, 2025.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review CHI 2025 papers track: Post- PC outcomes report.https://chi2025.acm.org/ chi-2025-papers-track-post-pc-outcomes-report/, 2025

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:28.236892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3d10204e-1af5-49b3-8bd1-68f33f87ce71 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:21.146022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 383ca2d2-f173-42f4-af61-57cd63d27827 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:21.221798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a4ba0ee-c203-4189-ba21-5ff4f25e34cb · outbound

This paper cites Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:21.316357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8e7a2c-ecb3-42a2-8491-155e2c3b2622 · outbound

This paper cites Liang, Z.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Liang, Z

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:28.082338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 460b6b68-e37e-4455-b07d-51141627a9be · outbound

This paper cites Liang, Y.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Liang, Y

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:27.903516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9edc25d4-4f2b-4826-89fc-ae2e6755c37f · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:21.620281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a27f85ed-d0bd-4d66-8392-ee14638731a5 · outbound

This paper cites The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:21.699935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10dbf766-6285-455a-a4f2-d9ff193731d7 · outbound

This paper cites NeurIPS 2026 AI-assisted review- ing experiment.https://neurips.cc/Conferences/2026/ ai-reviewing-experiment, 2026.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review NeurIPS 2026 AI-assisted review- ing experiment.https://neurips.cc/Conferences/2026/ ai-reviewing-experiment, 2026

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:27.710816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0e6eb3e3-3aa2-454b-8c97-2a497711f061 · outbound

This paper cites Russo, M.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Russo, M

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:21.878398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967c296f-9ee0-4578-b1f2-ec8d373edd04 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 25

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T04:15:24.112690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1042150e-1533-4501-a8c8-c7a39c0beebb · outbound

This paper cites A Critical Examination of the Ethics of AI-Mediated Peer Review.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review A Critical Examination of the Ethics of AI-Mediated Peer Review

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:22.067200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea8e8485-8ba6-4a67-b82d-4ca2c25b00a4 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:15:27.564272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ea22540-205b-43ef-86ee-884999f15db6 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:15:27.385073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1679606a-ca01-4b22-b1d9-fe2ebe488834 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:15:27.195610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0a24a894-a78e-4ba0-8f88-c5b3a5ff5706 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:22.420863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74bbc6fd-3453-4268-8293-1d0b49f96ab3 · outbound

This paper cites Thakkar, M.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Thakkar, M

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:22.464735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbf8718c-ddbe-49f2-884c-73e3519bae3d · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 32

Resolution: malformed identifier; no resolver link, observed 2026-08-06T04:15:22.540029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdd96985-f721-4866-ae53-b7b1ba1296a0 · outbound

This paper cites cri- tique: Identifying a weakness, flaw, or disagreement.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review cri- tique: Identifying a weakness, flaw, or disagreement

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:22.643397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 736db5cb-2bdf-4625-ae4c-8321ccd0b442 · outbound

This paper cites Do not add your own analysis.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Do not add your own analysis

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:27.050721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1f905584-94c1-4a6a-8e13-38d8ff5bb689 · outbound

This paper cites Use multiple tags ONLY when the comment genuinely spans categories (e.g.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Use multiple tags ONLY when the comment genuinely spans categories (e.g

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:26.868986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 01333a64-b9fb-4224-8464-a78f76ac40b9 · outbound

This paper cites I have highlighted the following passage for context:.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review I have highlighted the following passage for context:

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:26.634459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation efbf965b-00db-4c30-a47d-ef8ae60aed9d · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:15:26.445208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a010f2c5-7a0d-45a2-ba87-4f29ca236072 · outbound

This paper cites Examples: ”Novelty”, ”Soundness of Methods”, ”Clarity of Writing”.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Examples: ”Novelty”, ”Soundness of Methods”, ”Clarity of Writing”

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:26.225518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2d86eac6-1fea-43a7-8637-44da1c8f5cc1 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:15:25.985984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1bfec705-ef72-4452-be79-effa97ba6e35 · outbound

This paper cites If the input is too short or vague to extract anything meaningful, return an empty array.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review If the input is too short or vague to extract anything meaningful, return an empty array

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:25.795747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8524ef8c-4018-4f4a-8000-dabc4a2a646b · outbound

This paper cites Use short titles (e.g.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Use short titles (e.g

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:25.523540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1a26e6d5-8447-4210-bf7c-8cf968b836f0 · outbound

This paper cites − ”partial”: annotations touch on it but the coverage is shallow or one− sided.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review − ”partial”: annotations touch on it but the coverage is shallow or one− sided

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:25.327897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4c8ee2c2-3ce4-43c9-b942-20ab89c0e421 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:15:25.082417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c46db7c9-aa6b-4305-93f3-c01f0a735ddb · outbound

This paper cites Note context.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Note context

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:15:24.818412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50b3ae43-64ac-4486-96c4-faca9ff41e76 · outbound

This paper cites an unresolved cited work.

ReVoicer: Conversational Voice Annotation for Human-Centered, LLM-Assisted Peer Review Unresolved cited work

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T04:15:20.769206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.