Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T18:18:10.545389Z
Paper Citation Record · LEDGER
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests
As of 6 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2605.02273.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-10T14:18:51.004625Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T14:27:07.470545Z
Reference resolution
18 of 18 outbound references displayed
- verified exact1
- verified fuzzy14
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4006838f-7257-4ef2-9c25-9f03ac50d7b2 · outbound
This paper cites Rethinking Code Review Workflows with LLM Assistance: An Empirical Study, May 2025.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Rethinking Code Review Workflows with LLM Assistance: An Empirical Study, May 2025
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.169749Z
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.
Observation 2d17c078-1d58-486b-8f9e-a78c5f912c88 · outbound
This paper cites an unresolved cited work.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T05:17:23.166164Z
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.
Observation 431bcf33-a4d0-4b09-95a6-f059e6910458 · outbound
This paper cites Expectations, outcomes, and challenges of modern code review.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Expectations, outcomes, and challenges of modern code review
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.207211Z
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.
Observation 20913c79-9d5c-4876-9422-6342d170cfb9 · outbound
This paper cites Modern Code Reviews—Survey of Literature and Practice.ACM Trans.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Modern Code Reviews—Survey of Literature and Practice.ACM Trans
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.214299Z
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.
Observation 0adc642b-f378-4ea7-9ccf-60c150df6418 · outbound
This paper cites Alperen Çetin, Emre Doğan, and Eray Tüzün.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Alperen Çetin, Emre Doğan, and Eray Tüzün
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.203274Z
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.
Observation 04fb710b-4c7d-4997-9e32-7aecccc22600 · outbound
This paper cites Automated code review in practice.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Automated code review in practice
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.162025Z
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.
Observation ceb53c6c-47a6-42a8-be68-5bb6a419b789 · outbound
This paper cites A systematic literature review and taxonomy of modern code review.Journal of Systems and Software, 177:110951, July 2021.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests A systematic literature review and taxonomy of modern code review.Journal of Systems and Software, 177:110951, July 2021
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.195211Z
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.
Observation 7807fa33-5204-479f-ac3f-5d34d2d62dc9 · outbound
This paper cites an unresolved cited work.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T05:17:23.199372Z
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.
Observation b32bab6a-b254-4635-b104-59f4a2c8ac74 · outbound
This paper cites The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T17:38:55.449085Z
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.
Observation 2a1731f6-843b-4708-89d1-e12dfa7e0b81 · outbound
This paper cites Rigby and Christian Bird.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Rigby and Christian Bird
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.210616Z
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.
Observation eda954f6-db28-4db2-b54b-7202015b1bcc · outbound
This paper cites Ten simple rules for scientific code review.PLOS Computational Biology, 20(9):e1012375, September 2024.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Ten simple rules for scientific code review.PLOS Computational Biology, 20(9):e1012375, September 2024
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.217895Z
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.
Observation f6bfe877-10b5-45f0-8410-f8b284001d5f · outbound
This paper cites Modern code review: a case study at google.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Modern code review: a case study at google
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.222213Z
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.
Observation 5ecfc69c-e205-4522-a764-18be6b6a8b12 · outbound
This paper cites The value of effective pull request description.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests The value of effective pull request description
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.187743Z
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.
Observation 44d8a88e-b1f9-4e95-95fc-f02d1b23ff20 · outbound
This paper cites Does AI Code Review Lead to Code Changes? A Case Study of GitHub Actions, August 2025.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Does AI Code Review Lead to Code Changes? A Case Study of GitHub Actions, August 2025
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.184039Z
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.
Observation 09c82aa1-abbf-407e-aaab-48755da7ed31 · outbound
This paper cites Bissyande.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Bissyande
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.177274Z
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.
Observation 74b55b78-bd9d-4e5f-932d-27bad82b4edf · outbound
This paper cites Code review automation: Strengths and weaknesses of the state of the art.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Code review automation: Strengths and weaknesses of the state of the art
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.173493Z
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.
Observation 13418245-bf1b-4f57-a90f-80c79484bf97 · outbound
This paper cites Towards automated classification of code review feedback to support analytics.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Towards automated classification of code review feedback to support analytics
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T05:17:23.180334Z
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.
Observation 568a3607-b61e-4c9a-ac45-d3466881bea3 · outbound
This paper cites an unresolved cited work.
These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T05:17:23.191099Z
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.
Pith citing papers
Observation 9b8b27dc-6c80-4827-a12e-0bea013db6c9 · inbound
AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate cites this paper.
AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests
Reference 43
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T09:17:48.361441Z
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.
Observation 6cc17157-22df-4a65-bec7-02de8902ef1c · inbound
3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse cites this paper.
3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests
Reference 53
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T14:27:07.471842Z
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.