Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:59:09.270061Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:59:09.270061Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation add452f8-48ac-49ae-b46c-f6872ba9150c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc5df37d-6743-40fc-97b8-fe79f3128f55 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 056f0fd2-15b6-4e3d-b399-4a4e6ccf447d · outbound
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Google review bottleneck,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1368b04-0392-4605-a4b3-975ab457a1fb · outbound
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Amazon review bottleneck,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca89bef6-aedc-4337-ae8a-a2f0dc8c5ef4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c061f352-6b77-417b-96f6-b4d0814e8f9c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9044aaa-adb7-4809-bf0a-4acbaf186b3f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0912ddc6-9276-4ab1-b60d-c7dfadcc4120 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56ecc1fa-75ca-4d2c-9c2a-86d8694c77ea · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25e63534-65e8-4eae-b7da-c681864cea57 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9739226e-84ec-42e0-95df-9adda90e7122 · outbound
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
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.
Observation 293cfb73-aaf5-4e4e-b758-f9978faa58db · outbound
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
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.
Observation f7e78b0c-3e98-4248-a081-20a200afa792 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a9e2f44-6903-479e-8531-173688fbb874 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 612ba0cb-9cb9-45d6-9f27-fa1c2b37aa8b · outbound
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality AI review evolution,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03c0a3e8-4b48-4227-b309-b58d7e784f2b · outbound
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality GitHub advanced search,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ad03459-41d4-4be6-85bf-c313fba636ad · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ff63040-fe02-4fe1-a7ad-1f34e5bc8d26 · outbound
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1778d60-64cf-4616-9f87-d8a7b579554a · outbound
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality GitHub REST API,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca1eb459-7b14-48f0-a3d7-e4572da41660 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0749009-7805-4843-9046-00319402c13e · outbound
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Amazon CodeGuru Reviewer,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e613b24-f3d4-4217-83a6-5be7fef567c1 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48461dca-30e8-4da0-9786-3c883aa8d91e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7cb4bfb-3f07-4224-82e6-e0834f2c335d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcf51006-905a-4061-a932-6b4da279ebf2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37d46976-853c-4639-8632-d0236891781c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f6f25f8-dc5a-4903-b93d-acf932a3c2eb · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97fb741c-c187-4d1a-ae03-5b0ca62d8c5f · outbound
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
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.
Observation 75b089dc-53ff-47e3-8bae-ef0631db065e · outbound
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
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.
Observation 502e00cd-a37f-4d67-8f5e-c7421f72a020 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37efa5e1-dbc6-444b-882e-673670a238ae · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48548f24-2f1b-46fe-a7db-9dcc9911fdde · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eed70228-8ad1-4146-9370-82438e21b21f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0b172bc-ba06-472e-be85-98a306c290fb · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ff217d5-f6dd-4143-b1e4-4879f02e881a · outbound
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
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.
Observation 7bb56643-d304-4c8c-860a-8a338673cf04 · outbound
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
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.
Observation d59a892d-afbb-4ad1-b786-3ec59017ca1d · outbound
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
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.
Observation e06c50cd-3172-49f7-909e-1c7e97a1c8a7 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58eaf30f-7c4f-4403-908a-9afa93f9577e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66348fd7-7459-4d1d-b1c0-d233b4b8e1db · outbound
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Boslaugh and D
Reference 40
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.
Observation c364af18-b924-4bb3-b126-342ccc575ebc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f77c5f0-8082-4d84-98b1-61c4f552f6f4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 609b9ae1-05e2-44e2-922a-7b59f8eb3cfe · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4499ae8-c29b-43b0-85a7-b253452d8558 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73705ca2-d972-419e-b80a-6e2cd106e862 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68075d01-f1eb-497c-a355-a4e8d346f926 · outbound
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
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.
Observation b195a41f-bba2-43de-a398-af017a016da0 · outbound
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
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.
Observation 96c9384c-6932-49d1-b4b7-37a00cf9b48a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d8c6b58-3869-4acc-a5ff-7d9faa74ba25 · outbound
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
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.
Observation 08eee8fc-e3df-4cd8-9ef1-1f7305df19ca · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad06374c-44ca-4283-910c-67d53a413175 · outbound
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
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.
Observation b540113b-0898-4904-aaf0-145e8e45dff1 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a6c8d93-9c62-437d-92b5-b64a10884fec · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb881d42-bc05-4452-8b64-53800adbde39 · outbound
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
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.
Observation 6bffb5be-6335-463f-89aa-27089d83e020 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d71950f8-e4e7-442b-a294-053859252a76 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3dbb0b2-1d38-4377-b694-257b991c84bc · outbound
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
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.
Observation f3acccb3-00ec-4be8-a960-ff37a2bc3ff8 · outbound
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
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.
Observation 2af75871-3c4a-48eb-b8dc-0195a4ce5171 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 059011dd-d90f-4151-b044-64a859ab02c6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 957c27e5-f7c8-4f8c-ada5-9a2ed3bb6e17 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc284387-77c7-4d27-8b4c-49f8b4092868 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78c908fb-b4c2-4755-b4ab-118c9d895138 · outbound
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality Unresolved cited work
Reference 2026
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.