Paper Citation Record · LEDGER

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers

As of 19 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 2 inbound Pith citation observations for arXiv:2501.02092.

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

pith.paper-citation-record.v1
2501.02092 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:16:18.093208Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:05:21.350899Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-22T03:54:34.010784Z

Reference resolution

82 of 82 outbound references displayed

verified exact1
verified fuzzy60
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9eaab8ae-67ff-43d2-aca0-326038d3efac · outbound

This paper cites Github copilot · your ai pair programmer · github,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Github copilot · your ai pair programmer · github,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.669310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfe0a1d7-7a42-4cef-b1bc-851312f77258 · outbound

This paper cites Openai codex | openai,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Openai codex | openai,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.674853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3032c695-8c43-422b-9069-54aacb455e1d · outbound

This paper cites Tabnine ai code assistant | private, personalized, protected,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Tabnine ai code assistant | private, personalized, protected,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.632692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1fbd49f9-ba48-4f5b-a24e-1519c2e31bd1 · outbound

This paper cites Octoverse: The state of open source and rise of ai in 2023 - the github blog,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Octoverse: The state of open source and rise of ai in 2023 - the github blog,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.615123Z

Source-reported events for the cited work

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Observation 7389e45e-7740-4c80-9bff-ccf69a50cfdc · outbound

This paper cites The Evolution of Information Seeking in Software Development: Understanding the Role and Impact of AI Assistants.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers The Evolution of Information Seeking in Software Development: Understanding the Role and Impact of AI Assistants

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.691495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c4076df-3691-4831-bf8b-35abdbf5ae19 · outbound

This paper cites How do foss communities decide to accept pull requests?.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers How do foss communities decide to accept pull requests?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.596563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a2450e3b-2659-4b93-b97c-906524fe16e5 · outbound

This paper cites Pull request gov- ernance in open source communities,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Pull request gov- ernance in open source communities,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.580120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 66e68a06-0a7a-4d03-acbe-d14549b4ccbe · outbound

This paper cites Are you a real software engineer? best practices in online recruitment for software engineering studies,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Are you a real software engineer? best practices in online recruitment for software engineering studies,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.707524Z

Source-reported events for the cited work

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Observation 75910ae1-f3bf-410f-a0ec-e00449eab020 · outbound

This paper cites Data saturation: The mysterious step in grounded theory methodology,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Data saturation: The mysterious step in grounded theory methodology,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.545210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a594496f-5b76-40c8-b330-a82033492cc6 · outbound

This paper cites “collaborating.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers “collaborating

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.527214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9e51f0e9-71b8-4909-bad3-3f61819f363f · outbound

This paper cites The bar-on model of emotional-social intelligence (esi) 1,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers The bar-on model of emotional-social intelligence (esi) 1,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.508992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5e0e0462-9e54-41b1-9acf-cfcdeb7a8789 · outbound

This paper cites Socio-technical systems: From design methods to systems engineering,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Socio-technical systems: From design methods to systems engineering,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.490713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 68c715b6-2e8c-4c6d-b1c7-caaea8a96406 · outbound

This paper cites Min- ing email social networks,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Min- ing email social networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.468757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aed9705f-836a-4c20-b0e1-4bd1b665cf42 · outbound

This paper cites Member check- ing: a tool to enhance trustworthiness or merely a nod to validation?.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Member check- ing: a tool to enhance trustworthiness or merely a nod to validation?

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.445402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5e12ecee-70d2-4a17-8f0b-685d15514fd1 · outbound

This paper cites Naturalistic inquiry and the saturation concept: a research note,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Naturalistic inquiry and the saturation concept: a research note,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.427520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 83aaca85-2813-4b2d-a83a-60ba15d050bb · outbound

This paper cites Language Models are Few-Shot Learners.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Language Models are Few-Shot Learners

Reference 16

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Source-reported events for the cited work

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Observation 2d562368-f7eb-4243-8c22-396d43c34638 · outbound

This paper cites Differing perceptions in the feedback process,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Differing perceptions in the feedback process,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.406072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7fb3425c-7bec-42fd-ae75-086bd73c0c59 · outbound

This paper cites A study of emotions in requirements engineering,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers A study of emotions in requirements engineering,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.385975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92ac176f-40cd-4db3-83ff-dc0328220261 · outbound

This paper cites Development of a new resilience scale: The connor-davidson resilience scale (cd-risc),.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Development of a new resilience scale: The connor-davidson resilience scale (cd-risc),

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.366209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 347b7da9-a92a-4f16-b0a2-aeb2bc6587b0 · outbound

This paper cites an unresolved cited work.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.767936Z

Source-reported events for the cited work

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Observation c963a536-e626-4e53-a534-8d11d768b94c · outbound

This paper cites Code generation using machine learning: A systematic review,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Code generation using machine learning: A systematic review,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.321197Z

Source-reported events for the cited work

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Observation 62414238-afcd-40a0-a5f7-ed4fdd8024fa · outbound

This paper cites Multi-objective ant colony optimization for requirements selection,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Multi-objective ant colony optimization for requirements selection,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.298716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d9551d2f-56d4-4c72-b08b-eacb0ca15729 · outbound

This paper cites On designing programming error messages for novices: Readability and its constituent factors,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers On designing programming error messages for novices: Readability and its constituent factors,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.279980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6bc99c22-76da-49e7-aa58-a9f546b7cee3 · outbound

This paper cites Large language models for software engineering: Sur- vey and open problems,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Large language models for software engineering: Sur- vey and open problems,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.787891Z

Source-reported events for the cited work

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Observation 525ada92-5f33-4cab-854f-cc61ea79ef2f · outbound

This paper cites School engagement: Potential of the concept, state of the evidence,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers School engagement: Potential of the concept, state of the evidence,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.243347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 942390a1-1c02-4a1c-97ef-2caf742293a5 · outbound

This paper cites Autonomy is an acquired taste: Exploring developer preferences for github bots,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Autonomy is an acquired taste: Exploring developer preferences for github bots,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.223705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2727c694-bb8e-4cb0-92cd-af6bb6fb050f · outbound

This paper cites Emotions and perceived productivity of software developers at the workplace,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Emotions and perceived productivity of software developers at the workplace,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.801873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bfc3ad2-03bf-4033-87ab-f9f458b02b6e · outbound

This paper cites Goleman, Emotional intelligence: Why it can matter more than IQ.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Goleman, Emotional intelligence: Why it can matter more than IQ

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.197366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 37ca7b4d-ddb1-4dd7-b74f-016d3ef4c355 · outbound

This paper cites The emerging field of emotion regulation: An integrative review,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers The emerging field of emotion regulation: An integrative review,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.182326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c6c64bd3-0fb9-4b4b-81c0-9336b5e29f96 · outbound

This paper cites Human-ai collaboration in software engineering: Lessons learned from a hands-on workshop,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Human-ai collaboration in software engineering: Lessons learned from a hands-on workshop,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.166249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f39c38c0-ea72-4508-bd37-471a5928d999 · outbound

This paper cites The power of feedback,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers The power of feedback,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.149276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3bb3f497-bf5b-4797-884b-622156cba1d8 · outbound

This paper cites How efficient are emotional intelligence trainings: A meta-analysis,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers How efficient are emotional intelligence trainings: A meta-analysis,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.130240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1417b635-a462-4172-95c0-276f236b1f08 · outbound

This paper cites “it’s the only thing i can trust.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers “it’s the only thing i can trust

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.113712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0e2223cd-c24c-41a8-a3b8-c00cfb4ad5b4 · outbound

This paper cites Automated adaptations to dynamic software architectures by using autonomous agents,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Automated adaptations to dynamic software architectures by using autonomous agents,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.098266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8ad633ba-bfdf-4395-901c-3ab11cdfb923 · outbound

This paper cites Why don’t software developers use static analysis tools to find bugs?.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Why don’t software developers use static analysis tools to find bugs?

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.078382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d18af656-0e99-48c3-b294-4ea7b343aa6d · outbound

This paper cites Qualitative inquiry and research design,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Qualitative inquiry and research design,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.050628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3fd10fa-9fdf-4816-86d2-9e83eb87a7dd · outbound

This paper cites Framing student engagement in higher education,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Framing student engagement in higher education,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.032419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c67c80e1-b8fc-46a4-9e87-80255eee54d6 · outbound

This paper cites What makes a great manager of software engineers?.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers What makes a great manager of software engineers?

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:19.013217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1ca7771-b260-4da8-b287-998622245635 · outbound

This paper cites Understanding the impact of emotions on the quality of software artifacts,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Understanding the impact of emotions on the quality of software artifacts,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.994589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e2a30db7-76fb-49ec-b475-6fff00fcc77f · outbound

This paper cites The effects of feedback interventions on performance: a historical review, a meta-analysis, and a preliminary feedback intervention theory.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers The effects of feedback interventions on performance: a historical review, a meta-analysis, and a preliminary feedback intervention theory

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.972387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a4437c98-067b-487b-bc77-0c3cb9531971 · outbound

This paper cites Code review quality: How developers see it,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Code review quality: How developers see it,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.871536Z

Source-reported events for the cited work

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Observation 87e5fde1-832f-470f-b1f0-d49336452ea5 · outbound

This paper cites Personality, emotional intel- ligence and work preferences in software engineering: An empirical study,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Personality, emotional intel- ligence and work preferences in software engineering: An empirical study,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.875930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6162306-c027-4912-a90e-eb44373ee908 · outbound

This paper cites Kvale and S.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Kvale and S

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.935847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8fdcae3-d03b-48fa-82a2-591cdaeb2352 · outbound

This paper cites Larkin, P.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Larkin, P

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.918481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88fdf705-047d-4af7-86e8-2d950d0e2cb5 · outbound

This paper cites an unresolved cited work.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.890978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54730291-e296-4fd3-9f3e-387ff8d56348 · outbound

This paper cites Automating code review activities by large-scale pre-training,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Automating code review activities by large-scale pre-training,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.890268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b271a11e-e590-447e-865f-b7145fb967d7 · outbound

This paper cites A large-scale survey on the usability of ai programming assistants: Successes and challenges,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers A large-scale survey on the usability of ai programming assistants: Successes and challenges,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.872369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a539aff8-188e-4331-a80a-4427acf6e494 · outbound

This paper cites Latent predictor networks for code generation,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Latent predictor networks for code generation,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.854037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e08b4002-22f5-4c88-bf06-fd3f2aa36455 · outbound

This paper cites Pre- train, prompt, and predict: A systematic survey of prompting methods in natural language processing,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Pre- train, prompt, and predict: A systematic survey of prompting methods in natural language processing,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.911273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d2a8da6-9929-4707-9d63-4c3d8eed39fa · outbound

This paper cites Llama-reviewer: Advancing code review automation with large language models through parameter- efficient fine-tuning,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Llama-reviewer: Advancing code review automation with large language models through parameter- efficient fine-tuning,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.826148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f1aaf94-fdf2-452d-a111-6743202e7bb2 · outbound

This paper cites A framework for emotion- oriented requirements change handling in agile software engineering,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers A framework for emotion- oriented requirements change handling in agile software engineering,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.808741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0d50e453-5a09-481e-becd-70ffba4ec213 · outbound

This paper cites Artificial intelligence and the future of work,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Artificial intelligence and the future of work,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.790549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d494f0f-eb1c-4cf0-ab2d-6b6986409c32 · outbound

This paper cites Can emotional intelligence be trained? a meta-analytical investigation,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Can emotional intelligence be trained? a meta-analytical investigation,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.935109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b785e4d-3132-43ee-b902-11b9a21f0c8e · outbound

This paper cites Nl-oops: A requirements analysis tool based on natural language processing,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Nl-oops: A requirements analysis tool based on natural language processing,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.761897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 23ab3fc5-28f5-4145-9b7c-655265bf3728 · outbound

This paper cites an unresolved cited work.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:16:18.744770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9a19d11c-49d0-405c-b38f-74fd36a46ec8 · outbound

This paper cites an unresolved cited work.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:16:18.727768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e1a4d456-e5e7-4a70-b49c-0d876f7a32f2 · outbound

This paper cites Explainable software bot contributions: Case study of automated bug fixes,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Explainable software bot contributions: Case study of automated bug fixes,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.710278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4c5a3fb1-13fa-4f15-b4e5-3b96b482ce03 · outbound

This paper cites Repairnator patches programs automatically,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Repairnator patches programs automatically,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.693782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a6e32d5-bc42-4045-9317-7af5149761d6 · outbound

This paper cites Theoretical saturation,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Theoretical saturation,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.677181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2130a240-efc5-4f30-ae59-92422cea655a · outbound

This paper cites Among the machines: Human-bot interaction on social q&a websites,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Among the machines: Human-bot interaction on social q&a websites,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.969324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba4440cf-c173-4b50-96d6-dbce892875eb · outbound

This paper cites Do developers feel emotions? an exploratory analysis of emotions in software artifacts,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Do developers feel emotions? an exploratory analysis of emotions in software artifacts,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.658265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 638db794-b787-4752-8eb6-bb20170f26dd · outbound

This paper cites Intellireq: intelligent techniques for software requirements engineering,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Intellireq: intelligent techniques for software requirements engineering,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.641787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fbb88c27-f4f2-4bbf-ae22-94d3e7c7e05c · outbound

This paper cites Sentiment and emotion in software engineering,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Sentiment and emotion in software engineering,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:17.986691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 093c31b9-d23e-4f34-9f0c-608f2e0c52de · outbound

This paper cites An empirical investigation of relevant changes and automation needs in modern code review,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers An empirical investigation of relevant changes and automation needs in modern code review,

Reference 64

Resolution: verified exact; doi, observed 2026-08-10T22:16:18.136136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2a1d03e3-78ab-4954-8c97-2681981af0dd · outbound

This paper cites Emotional intelligence: The key to mitigating stress and fostering trust among software developers working on information system projects,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Emotional intelligence: The key to mitigating stress and fostering trust among software developers working on information system projects,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.612977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8fe55ba9-257d-44f8-bfc2-83356424ed00 · outbound

This paper cites Artificial intelligence in service-oriented software design,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Artificial intelligence in service-oriented software design,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.594653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 385c8209-b4c9-43cc-9fc5-1c9a92c5fec8 · outbound

This paper cites Taking the emotional pulse of software engineering—a systematic literature review of empiri- cal studies,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Taking the emotional pulse of software engineering—a systematic literature review of empiri- cal studies,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.575111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cb17d629-bc0b-4829-bec6-1ce9acffe154 · outbound

This paper cites Automated regression tests: A no-code approach for bpmn-based process-driven applications,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Automated regression tests: A no-code approach for bpmn-based process-driven applications,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.558445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 80658f9a-fbae-423e-b659-18d9e88c823f · outbound

This paper cites Universals in the content and structure of values: Theoretical advances and empirical tests in 20 countries,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Universals in the content and structure of values: Theoretical advances and empirical tests in 20 countries,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.539652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 17d25d50-68ac-4326-9610-1541b6727ca4 · outbound

This paper cites Seidman, Interviewing as qualitative research: A guide for researchers in education and the social sciences.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Seidman, Interviewing as qualitative research: A guide for researchers in education and the social sciences

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.521622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ccf928bc-3147-40a9-8e92-61b30408fd49 · outbound

This paper cites Focus on formative feedback,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Focus on formative feedback,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.504558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 605f1573-82d0-45a2-8455-da63df10ecad · outbound

This paper cites What counts as qualitative research? some cautionary comments,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers What counts as qualitative research? some cautionary comments,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.489950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d106987-de94-4d64-b33b-174a7836b93d · outbound

This paper cites an unresolved cited work.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:16:18.473226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3c6604a3-ed18-42b6-92c7-f096616287e5 · outbound

This paper cites Cobots in knowledge work: Human–ai collaboration in managerial professions,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Cobots in knowledge work: Human–ai collaboration in managerial professions,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.455243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1a5aecb3-9fcd-46eb-bfba-bbefdf5947c9 · outbound

This paper cites The abc of software engineering research,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers The abc of software engineering research,

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:18.059994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8cde9ab-ebdd-4846-832d-93f704f8b559 · outbound

This paper cites Intellicode compose: Code generation using transformer,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Intellicode compose: Code generation using transformer,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:18.064656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a72eb906-f92e-48c9-a815-9a7896f95a27 · outbound

This paper cites Using pre-trained models to boost code review automa- tion,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Using pre-trained models to boost code review automa- tion,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.412181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a542fadb-51ff-4a74-88dc-56abb0c8ff77 · outbound

This paper cites Attention is all you need,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Attention is all you need,

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:18.074278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4f2e84b-2855-473c-a84f-de1660afb0fd · outbound

This paper cites Constructive code review: Managing the impact of interpersonal conflicts in prac- tice,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Constructive code review: Managing the impact of interpersonal conflicts in prac- tice,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.384148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1c26d45-070d-42ce-ae4f-ab70026f911b · outbound

This paper cites Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.367143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2b89eb42-f21a-4cfb-9feb-14fcd30c6cf7 · outbound

This paper cites Automated generation of oracles for testing user-interaction features of mobile apps,.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers Automated generation of oracles for testing user-interaction features of mobile apps,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.347440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad3715d4-8ae0-420f-8030-a53375069acf · outbound

This paper cites The future of software engineering by 2050s: Will ai replace software engineers?.

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers The future of software engineering by 2050s: Will ai replace software engineers?

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:16:18.327225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 538814b6-4b3a-468b-9116-380fb42d54bc · inbound

Rethinking Code Review Workflows with LLM Assistance: An Empirical Study cites this paper.

Rethinking Code Review Workflows with LLM Assistance: An Empirical Study Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:05:21.350899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d8d59fa-48fc-4eb0-aefc-85a0671412a9 · inbound

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

Why Are Agentic Pull Requests Merged or Rejected? An Empirical Study Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-22T03:54:34.013164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.