Pith. sign in

Paper Citation Record · LEDGER

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality

As of 22 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2607.13196.

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

pith.paper-citation-record.v1
2607.13196 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:59:09.270061Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

  • verified exact15
  • verified fuzzy0
  • unresolved44
  • parse uncertain1
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation add452f8-48ac-49ae-b46c-f6872ba9150c · outbound

This paper cites Google says 75% of the new code is AI-generated,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Google says 75% of the new code is AI-generated,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:00.843306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:00.843306Z digest=sha256:08ee48e05b20c9559e0a635af755113f297247f349873e5e9147ec0dfe128707

Observation fc5df37d-6743-40fc-97b8-fe79f3128f55 · outbound

This paper cites A new AI developer joins GitHub,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality A new AI developer joins GitHub,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:01.394041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:01.394041Z digest=sha256:43166e6d6f29ff1bcec896adb65882d01517eacf0dc91fc7c180b63e2d2644ff

Observation 056f0fd2-15b6-4e3d-b399-4a4e6ccf447d · outbound

This paper cites Google review bottleneck,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Google review bottleneck,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:02.243061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:02.243061Z digest=sha256:2adb3075c36727386051eb3656e4341d08a9bafba114c83650021a010fb67a73

Observation e1368b04-0392-4605-a4b3-975ab457a1fb · outbound

This paper cites Amazon review bottleneck,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Amazon review bottleneck,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:02.355358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:02.355358Z digest=sha256:1a4e87bb558f5087bb9a6c8cc7e1be61db39625df015cde2160693d20aa1f2c6

Observation ca89bef6-aedc-4337-ae8a-a2f0dc8c5ef4 · outbound

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

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality The Rise of AI Teammates in Software Engineering (SE) 3.0: How Autonomous Coding Agents Are Reshaping Software Engineering

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:02.539166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:02.539166Z digest=sha256:af63b2c04b42bd006996e0550e2d83581529947feb6d411ae5e6fd20d5dcb0a3

Observation c061f352-6b77-417b-96f6-b4d0814e8f9c · outbound

This paper cites Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:02.657748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:02.657748Z digest=sha256:3dc13acfdc74e88185865dc472a47fda9ed0372bd46b3b0b24e382aa7bdd5eca

Observation f9044aaa-adb7-4809-bf0a-4acbaf186b3f · outbound

This paper cites Ai-powered code review with llms: Early results,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Ai-powered code review with llms: Early results,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:02.744759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:02.744759Z digest=sha256:8d24b1422f60b39cb5ef146b3156beea37713061c727c8ce8521ac6ac22825f7

Observation 0912ddc6-9276-4ab1-b60d-c7dfadcc4120 · outbound

This paper cites Coding agent for Copilot,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Coding agent for Copilot,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:02.887784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:02.887784Z digest=sha256:d2e56ff00b76dd3cf48090a7f124933536133cc9a348226671f660bc9138223d

Observation 56ecc1fa-75ca-4d2c-9c2a-86d8694c77ea · outbound

This paper cites Convergent contemporary software peer review practices,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Convergent contemporary software peer review practices,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:03.024958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:03.024958Z digest=sha256:4092e567519bd517857413d3b30c133335c6ebcdaa4dd0e733f8f5b9eb5ce9bc

Observation 25e63534-65e8-4eae-b7da-c681864cea57 · outbound

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

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Modern code review: a case study at google,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:03.157252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:03.157252Z digest=sha256:920d122b50b358e80625e6f2e522518a2abadf7a38b94bd052e2fc0c5cc549df

Observation 9739226e-84ec-42e0-95df-9adda90e7122 · outbound

This paper cites Investigating technical and non-technical factors influencing modern code review,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Investigating technical and non-technical factors influencing modern code review,

Reference 11

Resolution
verified exact
doi, observed 2026-08-02T06:03:37.250544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:03.331831Z digest=sha256:72630578c0ba43d704bce937e185fb2904018c1fa38319af379298d2fb9ba1d1

Observation 293cfb73-aaf5-4e4e-b758-f9978faa58db · outbound

This paper cites Review participation in modern code review,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Review participation in modern code review,

Reference 12

Resolution
verified exact
doi, observed 2026-08-02T06:03:37.034346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:03.397172Z digest=sha256:4de51d76cd42c888ac26ba9bd909058e37a13cf23b9a8fcf86d7852066ce1141

Observation f7e78b0c-3e98-4248-a081-20a200afa792 · outbound

This paper cites Towards a taxonomy of code review smells,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Towards a taxonomy of code review smells,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:03.570217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:03.570217Z digest=sha256:8dbbef27366f4c7206d6a9521bd5d78fd2afd7ea2ec0cea009d6aaaf520ff14c

Observation 4a9e2f44-6903-479e-8531-173688fbb874 · outbound

This paper cites Automated code review in practice,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Automated code review in practice,

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-08-02T05:59:03.768553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:03.768553Z digest=sha256:de660872ea5a697fe82458d07e4d13407f77ac2aff22b963da06bea09cab8b59

Observation 612ba0cb-9cb9-45d6-9f27-fa1c2b37aa8b · outbound

This paper cites AI review evolution,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality AI review evolution,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:03.812529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:03.812529Z digest=sha256:7e75628a2992666ae441302b642342df5aa4b5f3d7001fd9bb5b57d3275e4f4c

Observation 03c0a3e8-4b48-4227-b309-b58d7e784f2b · outbound

This paper cites GitHub advanced search,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality GitHub advanced search,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:03.876769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:03.876769Z digest=sha256:491ab5e746600b779ed8036f30b90d17dc7a522d38e8858ef27db775597c4ee1

Observation 4ad03459-41d4-4be6-85bf-c313fba636ad · outbound

This paper cites Identifying unmaintained projects in github,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Identifying unmaintained projects in github,

Reference 17

Resolution
malformed identifier
no resolver link, observed 2026-08-02T05:59:03.950912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:03.950912Z digest=sha256:636d1e4fe4b6ff437dead6d18ef6f3bb1446be7c456a72375c3fc3cdeca52a0b

Observation 3ff63040-fe02-4fe1-a7ad-1f34e5bc8d26 · outbound

This paper cites ChatGPT,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality ChatGPT,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.028842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.028842Z digest=sha256:055a04c16ac534c75fb882488437b01ca80b838122e9af571d2045ba3b6e00ec

Observation d1778d60-64cf-4616-9f87-d8a7b579554a · outbound

This paper cites GitHub REST API,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality GitHub REST API,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.109379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.109379Z digest=sha256:98d4c57dac00f010205dfe5772578f8a4109ae6268ab4c29d6e3be636d217d7f

Observation ca1eb459-7b14-48f0-a3d7-e4572da41660 · outbound

This paper cites GitHub actions bot details,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality GitHub actions bot details,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.175519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.175519Z digest=sha256:7cd85f11602e3e02af93639459b4affd8ff8d90d2bcc460aaebace793166c920

Observation a0749009-7805-4843-9046-00319402c13e · outbound

This paper cites Amazon CodeGuru Reviewer,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Amazon CodeGuru Reviewer,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.241421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.241421Z digest=sha256:bec139ad0d41472c831d3eeac2c03ecc5c071bdbea74f58836a578e30f7adc0c

Observation 7e613b24-f3d4-4217-83a6-5be7fef567c1 · outbound

This paper cites LlamaPReview: Evidence-based, low-noise AI code re- viewer,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality LlamaPReview: Evidence-based, low-noise AI code re- viewer,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.311167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.311167Z digest=sha256:ccee9393eedb16308b49c46d3a0d6f37045fa6988295eef79ae06b96ab3c12b6

Observation 48461dca-30e8-4da0-9786-3c883aa8d91e · outbound

This paper cites Claude 3.7 Sonnet and Claude Code,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Claude 3.7 Sonnet and Claude Code,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.373413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.373413Z digest=sha256:0856acdcf4f17db24445fd30e2e6a6628c05e2a613088a884bc23369360c18bd

Observation c7cb4bfb-3f07-4224-82e6-e0834f2c335d · outbound

This paper cites A systematic review of statistical power in software engineering experiments,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality A systematic review of statistical power in software engineering experiments,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.445257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.445257Z digest=sha256:caf464d786c91a3fd501ca37dbe7e1825cad32f894f8f2abbfc02d889540ca0d

Observation fcf51006-905a-4061-a932-6b4da279ebf2 · outbound

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

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality On the use of agentic coding: An empirical study of pull requests on github,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.600435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.600435Z digest=sha256:53c0333bf2658c754a48c928c4d636cd1c20452706e830e3bc82676a1435078e

Observation 37d46976-853c-4639-8632-d0236891781c · outbound

This paper cites Benchmarking kappa: Interrater agreement in software process assessments,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Benchmarking kappa: Interrater agreement in software process assessments,

Reference 26

Resolution
malformed identifier
no resolver link, observed 2026-08-02T05:59:04.670869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.670869Z digest=sha256:7296032276a26087e64102862bb18b025f8bd2a9420fb01cd1fc6bd932715d9b

Observation 2f6f25f8-dc5a-4903-b93d-acf932a3c2eb · outbound

This paper cites Using metrics to track code review performance,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Using metrics to track code review performance,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.743547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.743547Z digest=sha256:80a4f715f4b070b4c884b6ecaa77fc706eaa6c6ab898c74bd93599e3aa8b3ad3

Observation 97fb741c-c187-4d1a-ae03-5b0ca62d8c5f · outbound

This paper cites Anti-patterns in modern code review: Symptoms and prevalence,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Anti-patterns in modern code review: Symptoms and prevalence,

Reference 28

Resolution
verified exact
doi, observed 2026-08-02T06:03:36.864111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:04.816960Z digest=sha256:8559f07612ae9427dba1bd7e56d0b37427d58c2b82be8239a53da02914bdf537

Observation 75b089dc-53ff-47e3-8bae-ef0631db065e · outbound

This paper cites An empirical study of the impact of modern code review practices on software quality,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality An empirical study of the impact of modern code review practices on software quality,

Reference 29

Resolution
verified exact
doi, observed 2026-08-02T06:03:36.737595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:04.955037Z digest=sha256:efb508bed930e5cdac28df3cf6bf64d3d6684ee0f0979d12f53f068818dcad8a

Observation 502e00cd-a37f-4d67-8f5e-c7421f72a020 · outbound

This paper cites Characteristics of useful code reviews: An empirical study at microsoft,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Characteristics of useful code reviews: An empirical study at microsoft,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:05.104737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:05.104737Z digest=sha256:96b9a890cfcc37a2c01f17d5ff42adbd192a46a9c673c261aeaabb7043635755

Observation 37efa5e1-dbc6-444b-882e-673670a238ae · outbound

This paper cites Human-ai synergy in agentic code review,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Human-ai synergy in agentic code review,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:05.254758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:05.254758Z digest=sha256:a2413c6c5cc7d4257895616439b74cbb56719d1966eabcca7139df92bdf236cc

Observation 48548f24-2f1b-46fe-a7db-9dcc9911fdde · outbound

This paper cites Agentic software engineering: Foundational pillars and a research roadmap,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Agentic software engineering: Foundational pillars and a research roadmap,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:05.384752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:05.384752Z digest=sha256:32a469ad149a0cd537f6eef392c0caaeca6b80ad100baa516d6825512246caf7

Observation eed70228-8ad1-4146-9370-82438e21b21f · outbound

This paper cites Effects of adopting code review bots on pull requests to oss projects,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Effects of adopting code review bots on pull requests to oss projects,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:05.534934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:05.534934Z digest=sha256:960fa952b99b57dad379bb03eb11872a06a8cf83f0afc09317bf243591e9e524

Observation f0b172bc-ba06-472e-be85-98a306c290fb · outbound

This paper cites Interpolation in time series: An introductive overview of existing methods, their performance criteria and uncertainty assessment,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Interpolation in time series: An introductive overview of existing methods, their performance criteria and uncertainty assessment,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:05.674834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:05.674834Z digest=sha256:6c41cc39a4e908c662532e89c88183ad3f56eea5dba2bc8f80914a8ee664ed4c

Observation 4ff217d5-f6dd-4143-b1e4-4879f02e881a · outbound

This paper cites An empirical study on release- wise refactoring patterns,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality An empirical study on release- wise refactoring patterns,

Reference 35

Resolution
verified exact
doi, observed 2026-08-02T06:03:36.589316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:05.797272Z digest=sha256:171a9206bd6d47ad963519aca5530e88e14a085e980b0bb040b34493cff008ca

Observation 7bb56643-d304-4c8c-860a-8a338673cf04 · outbound

This paper cites A global averaging method for dynamic time warping, with applications to clustering,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality A global averaging method for dynamic time warping, with applications to clustering,

Reference 36

Resolution
verified exact
doi, observed 2026-08-02T06:03:36.446844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:05.914755Z digest=sha256:cebb2c6753a3e76a8496a3b1b1e67278979da11bf92152155ec249547a247016

Observation d59a892d-afbb-4ad1-b786-3ec59017ca1d · outbound

This paper cites Soft-dtw: a differentiable loss function for time-series,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Soft-dtw: a differentiable loss function for time-series,

Reference 37

Resolution
verified exact
doi, observed 2026-08-02T06:03:36.298890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:05.982542Z digest=sha256:e7c5d8643dafebfccebff885eb43c461c381c00e2b3a189af2dc6f9708247760

Observation e06c50cd-3172-49f7-909e-1c7e97a1c8a7 · outbound

This paper cites Silhouettes: A graphical aid to the interpretation and validation of cluster analysis,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Silhouettes: A graphical aid to the interpretation and validation of cluster analysis,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:06.259866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:06.259866Z digest=sha256:27908842e652fd4573f38a1d043cb2ffa5065d4b460c90cdd6d602f16b4d87f6

Observation 58eaf30f-7c4f-4403-908a-9afa93f9577e · outbound

This paper cites Machine learning approach to classification of online users by exploiting information seeking behavior,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Machine learning approach to classification of online users by exploiting information seeking behavior,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:06.513790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:06.513790Z digest=sha256:f56115a1796a1f895d06ed0871f77069cf45c8ef5ef618afee9ec919486ac4d9

Observation 66348fd7-7459-4d1d-b1c0-d233b4b8e1db · outbound

This paper cites Boslaugh and D.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Boslaugh and D

Reference 40

Resolution
verified exact
doi, observed 2026-08-02T06:03:36.161948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:06.688033Z digest=sha256:23716ce4a5aaf621981c2c95bf158323defc5ee9e608a88fc78fe665c1872c8e

Observation c364af18-b924-4bb3-b126-342ccc575ebc · outbound

This paper cites RT-Thread, an open source IoT Real-Time Operating System (RTOS),.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality RT-Thread, an open source IoT Real-Time Operating System (RTOS),

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:06.941073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:06.941073Z digest=sha256:dfbc0408a6ac6505e065a4262b95350b1ef4e0b24944bef4e420c7ef19c4b4d3

Observation 9f77c5f0-8082-4d84-98b1-61c4f552f6f4 · outbound

This paper cites Open Library, an open, editable library catalog, building towards a web page for every book ever published.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Open Library, an open, editable library catalog, building towards a web page for every book ever published

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:07.123253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:07.123253Z digest=sha256:165d1376ecd30c9310e7337df8e31ad1564e31c98c646f29f7898a0583d60a4f

Observation 609b9ae1-05e2-44e2-922a-7b59f8eb3cfe · outbound

This paper cites Azure Command-Line Interface,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Azure Command-Line Interface,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:07.291601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:07.291601Z digest=sha256:af03fe9a4d74b45df913a85cd49160e475438db448cd4604eee0b065097823e2

Observation b4499ae8-c29b-43b0-85a7-b253452d8558 · outbound

This paper cites Flutter Packages, a collection of useful packages maintained by the Flutter team,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Flutter Packages, a collection of useful packages maintained by the Flutter team,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:07.461393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:07.461393Z digest=sha256:6587dbde9e259026fd10b430387fec09ad77298f20d62708b62a34f2a0a75fd3

Observation 73705ca2-d972-419e-b80a-6e2cd106e862 · outbound

This paper cites The expectation-maximization algorithm,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality The expectation-maximization algorithm,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:07.536344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:07.536344Z digest=sha256:27f6e54223fc82a6ce10cd8c6513290bf8c5b564ff9f4420f3e74f5ae522fe34

Observation 68075d01-f1eb-497c-a355-a4e8d346f926 · outbound

This paper cites Trace clustering in process mining,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Trace clustering in process mining,

Reference 46

Resolution
verified exact
doi, observed 2026-08-02T06:03:36.018253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:07.624719Z digest=sha256:e72064b50845f2aab919f6927b181f37f409d2212c069f1c6331f6c4345407fd

Observation b195a41f-bba2-43de-a398-af017a016da0 · outbound

This paper cites Context aware trace clustering: Towards improving process mining results,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Context aware trace clustering: Towards improving process mining results,

Reference 47

Resolution
verified exact
doi, observed 2026-08-02T06:03:35.857819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:07.761774Z digest=sha256:aac96be24727d2111102acaaa872eaaced725903ba6c45417c70c5be12559f1d

Observation 96c9384c-6932-49d1-b4b7-37a00cf9b48a · outbound

This paper cites A widely applicable bayesian information criterion,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality A widely applicable bayesian information criterion,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:07.886528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:07.886528Z digest=sha256:b1ca068718147076b5fa65b6c2eda05c6c48f5c247b2e4420a7b505c591c6982

Observation 6d8c6b58-3869-4acc-a5ff-7d9faa74ba25 · outbound

This paper cites Scottknott: A package for performing the scott-knott clustering algorithm in r,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Scottknott: A package for performing the scott-knott clustering algorithm in r,

Reference 49

Resolution
verified exact
doi, observed 2026-08-02T06:03:35.795904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:08.060364Z digest=sha256:ad1f935cc44ed3d55f6976f08aa732fd34ce3abffe382b398d120a17b3eeec73

Observation 08eee8fc-e3df-4cd8-9ef1-1f7305df19ca · outbound

This paper cites An empirical analysis of community and coding patterns in oss4sg vs. conventional oss,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality An empirical analysis of community and coding patterns in oss4sg vs. conventional oss,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:08.143036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:08.143036Z digest=sha256:43f740da066f4718e3d7b5a0234907ebd0b64dfbd4497e82f475c4b89df3c80b

Observation ad06374c-44ca-4283-910c-67d53a413175 · outbound

This paper cites The impact of human discussions on just-in-time quality assurance: An empirical study on openstack and eclipse,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality The impact of human discussions on just-in-time quality assurance: An empirical study on openstack and eclipse,

Reference 51

Resolution
verified exact
doi, observed 2026-08-02T06:03:35.732691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:08.336592Z digest=sha256:bae28e7c55f0312270a9b4d4a0f906dc096322ebdea5a82457652b581e28a593

Observation b540113b-0898-4904-aaf0-145e8e45dff1 · outbound

This paper cites Studying the impact of noises in build breakage data,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Studying the impact of noises in build breakage data,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:08.424836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:08.424836Z digest=sha256:e9e10eca7080eb7590173a1f0bf77344ca09631462edbb5af14f77811f12dd80

Observation 1a6c8d93-9c62-437d-92b5-b64a10884fec · outbound

This paper cites A large-scale empirical study of just-in-time quality assurance,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality A large-scale empirical study of just-in-time quality assurance,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:08.496366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:08.496366Z digest=sha256:cf912b6091f0b3239f29ce9cdeb20b7cd1149e9d6833b7b5b5f316ceeebeb2b4

Observation bb881d42-bc05-4452-8b64-53800adbde39 · outbound

This paper cites Detecting refactoring commits in machine learning python projects: A machine learning-based approach,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Detecting refactoring commits in machine learning python projects: A machine learning-based approach,

Reference 54

Resolution
verified exact
doi, observed 2026-08-02T06:03:35.636082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:08.574989Z digest=sha256:35fbae7d2f379e3f168b79016baa88dd8d20be59ef76c3e01b673fd69199bb26

Observation 6bffb5be-6335-463f-89aa-27089d83e020 · outbound

This paper cites A caution regarding rules of thumb for variance inflation factors,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality A caution regarding rules of thumb for variance inflation factors,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:08.663381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:08.663381Z digest=sha256:ca78164b50b9edfbc529d6ae0d145935b408166fe726b10b45e759a574b9903f

Observation d71950f8-e4e7-442b-a294-053859252a76 · outbound

This paper cites The use of the area under the roc curve in the evaluation of machine learning algorithms,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality The use of the area under the roc curve in the evaluation of machine learning algorithms,

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:08.821255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:08.821255Z digest=sha256:e48aabbe47ab75ad5764a37f7978824e49563598ae2de4c34bf47f1bd1ae422c

Observation b3dbb0b2-1d38-4377-b694-257b991c84bc · outbound

This paper cites An empirical study on the characteristics of reusable code clones,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality An empirical study on the characteristics of reusable code clones,

Reference 57

Resolution
verified exact
doi, observed 2026-08-02T06:03:35.540436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:08.912895Z digest=sha256:a1f68f44a5d5a03d0e121a8c318d0928377861deff4365725174611a9da3bfee

Observation f3acccb3-00ec-4be8-a960-ff37a2bc3ff8 · outbound

This paper cites Is lines of code a good measure of effort in effort-aware models?.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Is lines of code a good measure of effort in effort-aware models?

Reference 58

Resolution
verified exact
doi, observed 2026-08-02T06:03:35.456542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-02T05:59:09.037202Z digest=sha256:9df844cb1e1c998094170f1241258f9f0d66aa355d529ab3dc6d801c944194d2

Observation 2af75871-3c4a-48eb-b8dc-0195a4ce5171 · outbound

This paper cites Rethinking code review workflows with llm assistance: An empirical study,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Rethinking code review workflows with llm assistance: An empirical study,

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:09.124268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:09.124268Z digest=sha256:e91682e0893e913dc46f44591a2fd257ab3064d84fcbf65cb51f835e2c3f795a

Observation 059011dd-d90f-4151-b044-64a859ab02c6 · outbound

This paper cites Does ai code review lead to code changes? a case study of github actions,.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Does ai code review lead to code changes? a case study of github actions,

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:09.270061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:09.270061Z digest=sha256:16fa963f8e2ee9ac0a35dea92205514e3802582ee41ab88dbc0b3615fe0b018d

Observation 957c27e5-f7c8-4f8c-ada5-9a2ed3bb6e17 · outbound

This paper cites Available: https://doi.org/10.1016/j.infsof.2005.08.009.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Available: https://doi.org/10.1016/j.infsof.2005.08.009

Reference 2006

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:04.545709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:04.545709Z digest=sha256:ffb9862045f93026a49c0dbe339051ffa012ca385f458d615657bcb106a32916

Observation dc284387-77c7-4d27-8b4c-49f8b4092868 · outbound

This paper cites Available: https://doi.org/10.1007/s11135-006-9018-6.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Available: https://doi.org/10.1007/s11135-006-9018-6

Reference 2007

Resolution
unresolved
no resolver link, observed 2026-08-02T05:59:08.761844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:08.761844Z digest=sha256:c323480e15afb425e862ea166ace73c02e507a9a7c88a83733d49c40907a6cf0

Observation 78c908fb-b4c2-4755-b4ab-118c9d895138 · outbound

This paper cites an unresolved cited work.

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Unresolved cited work

Reference 2026

Resolution
parse uncertain
no resolver link, observed 2026-08-02T05:59:02.111136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T05:59:02.111136Z digest=sha256:3384e1d7e2a5cf65893c58fb3aea8cb60253aa6f0e994b33ed7ca7a366092267

Pith citing papers

No inbound Pith citation observations are available.