3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse | Paper Citation Record

Observation 57bdadc6-b3f7-47fc-9d62-b5057d6c815f · outbound

This paper cites How to kill the code review,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse How to kill the code review,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.661076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e592f31b-d8f2-4b66-9cfe-1c82b01b1902 · outbound

This paper cites Should humans still review all your code?.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Should humans still review all your code?

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.688070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6e98095f-2002-4661-8f31-b269cef65304 · outbound

This paper cites Why ai will never replace human code review,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Why ai will never replace human code review,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.666625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2e0a803d-0c7a-4b32-bd52-9a675afe4863 · outbound

This paper cites The ai code review bottleneck is already here: Most teams haven’t noticed,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The ai code review bottleneck is already here: Most teams haven’t noticed,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.668402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4e4261dd-8317-4819-bc38-ed867eb236f9 · outbound

This paper cites Ai is generating code at scale, but human-scale code review can’t keep up,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Ai is generating code at scale, but human-scale code review can’t keep up,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.643682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 22f43f21-696c-449e-88c0-f22f3f70e483 · outbound

This paper cites Why developers using ai are working longer hours,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Why developers using ai are working longer hours,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.723555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f4334d25-cdbb-4ebc-8591-84937cf26f1d · outbound

This paper cites Ai-assisted engineers are burning out, is this fine?.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Ai-assisted engineers are burning out, is this fine?

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.656727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c51632b7-47c5-4ab2-a8a6-1bc8ce7003d7 · outbound

This paper cites Ai review fatigue,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Ai review fatigue,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.670165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 237bb472-44f2-4965-9140-8a60f82caa39 · outbound

This paper cites curl’s daniel stenberg: Ai slop is ddosing open source,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse curl’s daniel stenberg: Ai slop is ddosing open source,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.717685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cdde1ca7-a1ef-4836-9eba-478fc616f6de · outbound

This paper cites Curl shutters bug bounty program to stop ai slop,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Curl shutters bug bounty program to stop ai slop,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.690048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a18941f5-05e2-4abf-a702-3dd9d1e9fe4d · outbound

This paper cites Open source maintainers are drowning in ai-generated pull requests,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Open source maintainers are drowning in ai-generated pull requests,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.763542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2a21d95f-921e-4156-ace1-378958b59db8 · outbound

This paper cites The future of ai agents in code reviews: Your next pr reviewer might not be human,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The future of ai agents in code reviews: Your next pr reviewer might not be human,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.748828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9ba34d6f-237a-4771-b73b-91ab19cea52b · outbound

This paper cites Cursor bugbot and planetscale,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Cursor bugbot and planetscale,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.745757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a7adaa28-101c-4c9f-ab56-8cb9cfbdb178 · outbound

This paper cites Anthropic just shipped the code reviewer that catches what humans miss,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Anthropic just shipped the code reviewer that catches what humans miss,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.735459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c0e38f8-89eb-4698-9289-711474a3f2c6 · outbound

This paper cites Comprehension debt: The hidden cost of ai-generated code,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Comprehension debt: The hidden cost of ai-generated code,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.737247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9394e8b4-1553-4786-83f0-ecd49dc5c1c3 · outbound

This paper cites Ai-generated code is creating a technical debt crisis nobody is auditing,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Ai-generated code is creating a technical debt crisis nobody is auditing,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.761915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9d58339a-9924-47f7-82ed-857427fb6fb5 · outbound

This paper cites Ai as a thin client and the crisis of knowledge,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Ai as a thin client and the crisis of knowledge,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.765449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9ccbe9f7-14e8-4d1f-9293-2b375c98cba5 · outbound

This paper cites Speed at the cost of quality: How Cursor AI increases short-term velocity and long- term complexity in open-source projects,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Speed at the cost of quality: How Cursor AI increases short-term velocity and long- term complexity in open-source projects,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.760424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation de186277-19dc-48c9-98e9-0119dbd71ddc · outbound

This paper cites AI ides or autonomous agents? measuring the impact of coding agents on software development,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse AI ides or autonomous agents? measuring the impact of coding agents on software development,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.762118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1ad0d3a7-f6dc-46c7-bdce-bd6b1dbb0223 · outbound

This paper cites Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.493541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e68aa7ef-184c-4bc5-be1f-cad9bc1e7d89 · outbound

This paper cites The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.485779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f61d3363-6c08-4abd-a4f4-cc5dc6611a14 · outbound

This paper cites Investigating autonomous agent contributions in the wild: Activity patterns and code change over time,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Investigating autonomous agent contributions in the wild: Activity patterns and code change over time,

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.483089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aa9f2cda-3bce-4363-8933-002652b77bca · outbound

This paper cites On the use of agentic coding: An empirical study of pull requests on github,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse On the use of agentic coding: An empirical study of pull requests on github,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.758673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e3fb7a5f-3310-4832-8a6e-403d659e2816 · outbound

This paper cites Code change characteristics and description alignment: A comparative study of agentic versus human pull requests,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Code change characteristics and description alignment: A comparative study of agentic versus human pull requests,

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.488450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4f402d6c-c0be-42f5-b5fd-948d89edba6e · outbound

This paper cites Lgtm! character- istics of auto-merged llm-based agentic prs,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Lgtm! character- istics of auto-merged llm-based agentic prs,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.763748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a3bb201-b777-4239-8cc4-761c46490b47 · outbound

This paper cites Habituation at the Gate: Rising Approval and Declining Scrutiny in Human Review of AI Agent Code.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Habituation at the Gate: Rising Approval and Declining Scrutiny in Human Review of AI Agent Code

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.490888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1f8af07a-1056-4115-a976-cb9812254b1c · outbound

This paper cites Pearl and D.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Pearl and D

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.755258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 402b45af-f0b9-4b51-a4a6-2718242e464e · outbound

This paper cites Guidelines for including grey literature and conducting multivocal literature reviews in software engineering,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Guidelines for including grey literature and conducting multivocal literature reviews in software engineering,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.748998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 54922111-067d-46c8-9162-cd77bcb3d231 · outbound

This paper cites Thematic-lm: a llm-based multi-agent system for large-scale thematic analysis,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Thematic-lm: a llm-based multi-agent system for large-scale thematic analysis,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.769026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ce27ac4-f369-4eef-9e47-c3c3bf2e6664 · outbound

This paper cites Design and code inspections to reduce errors in program development.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Design and code inspections to reduce errors in program development

Reference 30

Resolution: verified exact; doi, observed 2026-07-10T14:27:07.258829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1e585ede-db5c-46e7-8b3f-dbca8a73a433 · outbound

This paper cites Work practices and challenges in pull-based development: The contributor’s perspective,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Work practices and challenges in pull-based development: The contributor’s perspective,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.747089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 826d64cf-cf4b-4fb6-bd8c-195d160d0770 · outbound

This paper cites Quantifying and mitigating turnover-induced knowledge loss: case studies of chrome and a project at avaya,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Quantifying and mitigating turnover-induced knowledge loss: case studies of chrome and a project at avaya,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.771051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ad8c1ac9-67a2-4a62-a439-6f67c5aa40aa · outbound

This paper cites Modern code review: a case study at google.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Modern code review: a case study at google

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.752438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 38e67355-5530-4215-b45e-317362d2d05a · outbound

This paper cites A systematic literature review and taxonomy of modern code review,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse A systematic literature review and taxonomy of modern code review,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.701443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 19dbd118-b4a2-437d-8683-8f2bcbb98a41 · outbound

This paper cites Information needs in contemporary code review,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Information needs in contemporary code review,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.745081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 60d46c45-5c44-4f91-bce3-c3814bfedd6b · outbound

This paper cites The impact of code review coverage and code review participation on software quality: A case study of the qt, vtk, and itk projects,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The impact of code review coverage and code review participation on software quality: A case study of the qt, vtk, and itk projects,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.767204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3bd39b08-efa8-4a8b-a2bf-89309896d9f4 · outbound

This paper cites Help me to understand this commit!-a vision for contextualized code reviews,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Help me to understand this commit!-a vision for contextualized code reviews,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.703257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 216b86ca-0141-4f7d-84ba-95859b21103a · outbound

This paper cites Code review comprehension: Reviewing strategies seen through code comprehension theories,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Code review comprehension: Reviewing strategies seen through code comprehension theories,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.736520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7c883380-f051-4fe0-8765-92a94eaea2bd · outbound

This paper cites What makes a code change easier to review: an empirical investigation on code change reviewability,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse What makes a code change easier to review: an empirical investigation on code change reviewability,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.724544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4b91a5eb-9cca-4dd7-9890-784454047b86 · outbound

This paper cites First come first served: The impact of file position on code review,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse First come first served: The impact of file position on code review,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.758406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 482f6dc7-baf4-4baf-9dda-97408e730a61 · outbound

This paper cites Predicting faults using the complexity of code changes,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Predicting faults using the complexity of code changes,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.734488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 83420982-540d-41e5-9463-3eecbe275711 · outbound

This paper cites Use of relative code churn measures to predict system defect density,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Use of relative code churn measures to predict system defect density,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.750489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2bc3fd74-3b02-4c7e-a961-17ecc33a8ed9 · outbound

This paper cites The present and future of bots in software engineering,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The present and future of bots in software engineering,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.743402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c01c618e-467e-4369-9860-d2a0e1c8b41b · outbound

This paper cites The github de- velopment workflow automation ecosystems,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The github de- velopment workflow automation ecosystems,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.756729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 147a35bc-f4e7-4b18-a167-81f906359ade · outbound

This paper cites Suggestion bot: analyzing the impact of automated suggested changes on code reviews,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Suggestion bot: analyzing the impact of automated suggested changes on code reviews,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.757027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 84397bf2-1d6e-4f87-b2f7-12200b5d4e8c · outbound

This paper cites Automating patch set generation from code reviews using large language models,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Automating patch set generation from code reviews using large language models,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.754988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b1fd74a8-fae9-4e40-a201-7719813e0410 · outbound

This paper cites What to expect from code review bots on github? a survey with oss maintainers,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse What to expect from code review bots on github? a survey with oss maintainers,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.729865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3ef8b0cc-5d69-4e54-9ce3-f458eef6167d · outbound

This paper cites Don’t disturb me: Challenges of interacting with software bots on open source software projects,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Don’t disturb me: Challenges of interacting with software bots on open source software projects,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.727756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b17aaf7e-1347-4560-8669-5e95a0c93c0e · outbound

This paper cites A ground-truth dataset and classification model for detecting bots in github issue and pr comments,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse A ground-truth dataset and classification model for detecting bots in github issue and pr comments,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.725630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 91ad1154-a2f4-4949-83c4-95314df4aa9f · outbound

This paper cites Impact of LLM-based Review Comment Generation in Practice: A Mixed Open-/Closed-source User Study.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Impact of LLM-based Review Comment Generation in Practice: A Mixed Open-/Closed-source User Study

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.429890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4eca66f4-b27f-453f-bd59-a22f670aa2a5 · outbound

This paper cites Agents in the wild,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Agents in the wild,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.719531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6cc17157-22df-4a65-bec7-02de8902ef1c · outbound

This paper cites These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests.

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 2026-08-14T06:32:32.682623+00:00.

Observation 35152c8a-3f5d-4dba-88ea-78bb3a8aca53 · outbound

This paper cites Why Are Agentic Pull Requests Merged or Rejected? An Empirical Study.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Why Are Agentic Pull Requests Merged or Rejected? An Empirical Study

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.456668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bd247522-fd93-4cea-a18d-227b44fe5a19 · outbound

This paper cites The nature of theory in information systems1,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The nature of theory in information systems1,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.713453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0d852562-0379-4fda-afe2-1761bdd75876 · outbound

This paper cites Building theories in software engineering,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Building theories in software engineering,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.709359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ee4d20d-825e-43fe-a514-a1006bcadbfb · outbound

This paper cites Theory-oriented software engineering,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Theory-oriented software engineering,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.752135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e2577b28-53b9-4f9a-bf14-afc345a4dd53 · outbound

This paper cites Charmaz,Constructing grounded theory: A practical guide through qualitative analysis.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Charmaz,Constructing grounded theory: A practical guide through qualitative analysis

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.765245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c60c9b3-1268-48b0-9df5-02ad0d5dfbae · outbound

This paper cites Corbin and A.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Corbin and A

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.676434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c7a9aba5-b8b6-4e28-9376-2e21be24375a · outbound

This paper cites Grounded theory in software engineering research: a critical review and guidelines,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Grounded theory in software engineering research: a critical review and guidelines,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.726383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fdb9d648-1988-4cff-9e2a-519807e22633 · outbound

This paper cites Architectural technical debt: A grounded theory,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Architectural technical debt: A grounded theory,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.705385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c49a80cc-4749-451e-8cfc-8ee2b1855941 · outbound

This paper cites A Grounded Theory of Debugging in Professional Software Engineering Practice.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse A Grounded Theory of Debugging in Professional Software Engineering Practice

Reference 62

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.483446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 731352fa-eaf5-4227-853a-0fd67a35f20f · outbound

This paper cites How does Software Change?.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse How does Software Change?

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.467331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7e8dce3a-3420-4c56-b9aa-739ea86cb422 · outbound

This paper cites Arctic shift: a reddit data archive and query api,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Arctic shift: a reddit data archive and query api,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.707466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f5d69652-e249-4be9-8202-4c231ac9efcf · outbound

This paper cites Using thematic analysis in psychology.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Using thematic analysis in psychology

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.715441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c072e513-df63-4243-9108-865cdf7e2656 · outbound

This paper cites Guidelines for Empirical Studies in Software Engineering involving Large Language Models.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.481067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 50d81fcc-5d88-4059-a809-a7e8e1b5c878 · outbound

This paper cites Computational grounded theory revisited: From computer-led to computer-assisted text analysis,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Computational grounded theory revisited: From computer-led to computer-assisted text analysis,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.739125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 87c27c30-d486-42e4-b212-98aef700a92b · outbound

This paper cites Performing an inductive thematic analysis of semi- structured interviews with a large language model: An exploration and provocation on the limits of the approach,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Performing an inductive thematic analysis of semi- structured interviews with a large language model: An exploration and provocation on the limits of the approach,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.742311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 93f84011-d0f6-431b-8b7d-ae67f5af39c1 · outbound

This paper cites From the editors: What grounded theory is not,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse From the editors: What grounded theory is not,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.744138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1443d61f-7276-4289-8c2b-244ffb0b52a6 · outbound

This paper cites Towards a theory of software development ex- pertise,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Towards a theory of software development ex- pertise,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.760103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c840d683-d81b-4723-b2c1-045b0ffc7a9e · outbound

This paper cites From Industry Claims to Empirical Reality: An Empirical Study of Code Review Agents in Pull Requests.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse From Industry Claims to Empirical Reality: An Empirical Study of Code Review Agents in Pull Requests

Reference 72

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.449901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 78f28115-d693-4cea-b248-f8c83cc939a4 · outbound

This paper cites A Large-Scale Comprehensive Measurement of AI-Generated Code in Real-World Repositories.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse A Large-Scale Comprehensive Measurement of AI-Generated Code in Real-World Repositories

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.463626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 734c913a-2243-45fe-b928-5a824268159e · outbound

This paper cites The dose makes the agent: Therapeutic index analysis of ai coding contributions,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The dose makes the agent: Therapeutic index analysis of ai coding contributions,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.705027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 06661674-5ce9-4573-af00-98e076e73087 · outbound

This paper cites Where do ai coding agents fail? an empirical study of failed agentic pull requests in github.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Where do ai coding agents fail? an empirical study of failed agentic pull requests in github

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.461194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5007f44b-cd90-41bd-9cde-8321943ec2a9 · outbound

This paper cites Rahman, M.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Rahman, M

Reference 76

Resolution: metadata mismatch; arxiv_id, observed 2026-07-10T14:27:07.438823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e6b3d9ee-8872-4d8b-8d0d-63c1de83c052 · outbound

This paper cites When ai teammates meet code review: Collaboration signals shaping the integration of agent-authored pull requests,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse When ai teammates meet code review: Collaboration signals shaping the integration of agent-authored pull requests,

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.488970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a6c70bf0-a8b1-4f9b-9aa8-1d2cdf90bb56 · outbound

This paper cites On autopilot? an empirical study of human-ai teaming and review practices in open source,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse On autopilot? an empirical study of human-ai teaming and review practices in open source,

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.478664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a25b7980-82d7-4163-aea3-a6204f6a38ff · outbound

This paper cites Understanding dominant themes in reviewing agentic ai-authored code,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Understanding dominant themes in reviewing agentic ai-authored code,

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.432210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef2ab0d4-fb78-467d-ae69-9073aa82ee0b · outbound

This paper cites On the Footprints of Reviewer Bots Feedback on Agentic Pull Requests in OSS GitHub Repositories.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse On the Footprints of Reviewer Bots Feedback on Agentic Pull Requests in OSS GitHub Repositories

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-07-10T14:27:07.480175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1f143b71-0dae-4741-9f80-f9d68329da54 · outbound

This paper cites The generative AI policy landscape in open source,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The generative AI policy landscape in open source,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.686123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3abeff5d-4653-49cb-845a-8552ae34e86b · outbound

This paper cites Why agentic-prs get rejected: A comparative study of coding agents.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Why agentic-prs get rejected: A comparative study of coding agents

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.458340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 44d2d64d-28c4-46ca-9104-1f83983b86a4 · outbound

This paper cites The quiet contributions: Insights into ai-generated silent pull requests,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The quiet contributions: Insights into ai-generated silent pull requests,

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.455645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 431c4f39-3e6f-4622-9b1d-983026d2d143 · outbound

This paper cites Beyond bug fixes: An empirical investigation of post-merge code quality issues in agent-generated pull requests,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Beyond bug fixes: An empirical investigation of post-merge code quality issues in agent-generated pull requests,

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.466310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 03a7fd3d-58f5-429a-92b3-044f72b00378 · outbound

This paper cites Trust dynamics in ai-assisted development: Defi- nitions, factors, and implications.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Trust dynamics in ai-assisted development: Defi- nitions, factors, and implications

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.693768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fd7f0db4-af23-4709-a67f-ea69f7d8be7b · outbound

This paper cites Do users write more insecure code with ai assistants?.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Do users write more insecure code with ai assistants?

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.750680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5dbb00f0-0148-434a-85d1-51af6b0d1dc8 · outbound

This paper cites More code, less reuse: Investigating code qual- ity and reviewer sentiment towards ai-generated pull requests.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse More code, less reuse: Investigating code qual- ity and reviewer sentiment towards ai-generated pull requests

Reference 87

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.486247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f3e7ae74-9c20-4b1a-bf58-f96ccc675174 · outbound

This paper cites Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents,

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.693539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0cd83c86-5794-4a00-9e31-abe7fb447976 · outbound

This paper cites agent-authored.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse agent-authored

Reference 89

Resolution: malformed identifier; raw_fallback, observed 2026-07-10T14:27:07.699144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e109058e-413f-4e5e-b8d8-a3ef0c93310f · outbound

This paper cites an unresolved cited work.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-07-10T14:27:07.691752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1423ef2f-63f1-4f11-ba37-024b963ad0af · outbound

This paper cites an unresolved cited work.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-07-10T14:27:07.697414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4498d6d2-f15e-4d29-8af0-b9ccd90761f4 · outbound

This paper cites an unresolved cited work.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-07-10T14:27:07.695390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e247a1c9-c9dc-4028-924e-4fe5b7e70ad0 · outbound

This paper cites The bottleneck shifts from writing code to reviewing it.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The bottleneck shifts from writing code to reviewing it

Reference 93

Resolution: verified exact; arxiv_id, observed 2026-07-10T14:27:07.477600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3278f52f-0471-406b-bada-9effbe480378 · outbound

This paper cites Expectations, outcomes, and challenges of modern code review,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Expectations, outcomes, and challenges of modern code review,

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.645904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5f9f9596-53e9-470e-992d-656e9264d8e6 · outbound

This paper cites Boosting automatic commit classification into maintenance activities by utilizing source code changes,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Boosting automatic commit classification into maintenance activities by utilizing source code changes,

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.645499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f0e6c28c-e66b-432e-94b0-5889e14da905 · outbound

This paper cites The statistical crisis in science,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse The statistical crisis in science,

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.641842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2a4428b2-93a3-48a4-abfb-9147bcb41f50 · outbound

This paper cites Many analysts, one data set: Making transparent how variations in analytic choices affect results,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Many analysts, one data set: Making transparent how variations in analytic choices affect results,

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.658747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0fdb4cb9-b278-4a40-ab98-68cc3b0dbd0b · outbound

This paper cites Exa: a neural search engine for the web,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Exa: a neural search engine for the web,

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T14:27:07.666227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8db2b971-0df3-4adc-91a0-e680b63e2121 · outbound

This paper cites Thematic-lm: a llm-based multi-agent system for large-scale thematic analysis,.

3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse Thematic-lm: a llm-based multi-agent system for large-scale thematic analysis,

Reference 99

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