Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T10:35:32.339459Z
Paper Citation Record · LEDGER
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance
As of 9 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2507.23640.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-13T11:26:24.542239Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
37 of 37 outbound references displayed
- verified exact1
- verified fuzzy35
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5996333b-d621-4547-92c6-2caf6658d020 · outbound
This paper cites Four eyes are bet- ter than two: On the impact of code reviews on software quality.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Four eyes are bet- ter than two: On the impact of code reviews on software quality
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.988501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation edc79700-a168-4d79-9477-bf7ddb30cad9 · outbound
This paper cites Investigating technical and non - technical factors influencing modern code review.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Investigating technical and non - technical factors influencing modern code review
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.973734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 41c627bf-c122-45f4-ad3a-5d0952e9d2d9 · outbound
This paper cites Impact of developer reputation on code review outcomes in oss projects: An empirical investigation.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Impact of developer reputation on code review outcomes in oss projects: An empirical investigation
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.956692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 41065826-663a-4389-9e84-10fe00e8b0d6 · outbound
This paper cites Learning to Predict Code Review Completion Time In Modern Code Review.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Learning to Predict Code Review Completion Time In Modern Code Review
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.938881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fa2584a2-5b61-4dfa-93cb-b78511d0e91d · outbound
This paper cites Explaining mispredictions of ma - chine learning models using rule induction.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Explaining mispredictions of ma - chine learning models using rule induction
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.922841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7bbe4962-75cc-41b9-b2e7-c603e376fee6 · outbound
This paper cites Towards a taxonomy of code review smells.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Towards a taxonomy of code review smells
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.906878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dfa435c3-a7ee-42f0-b6eb-eeb4843fa881 · outbound
This paper cites Early prediction of merged code changes to prioritize reviewing tasks.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Early prediction of merged code changes to prioritize reviewing tasks
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.891692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fd1eaad9-3b10-4943-a19e-f4730c2bb79a · outbound
This paper cites Revisiting the impact of depen - dency network metrics on software defect prediction.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Revisiting the impact of depen - dency network metrics on software defect prediction
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.874015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9d61fbf8-a167-4a39-9ef1-f702b26ff140 · outbound
This paper cites an unresolved cited work.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T10:35:32.857968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 215e6d53-a3a7-4550-91e2-89d691704edd · outbound
This paper cites Understanding the Time to First Response In GitHub Pull Requests.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Understanding the Time to First Response In GitHub Pull Requests
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T10:35:32.388878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1938d3ce-4cb6-4c73-80ec-7a9af7b7c0c3 · outbound
This paper cites Using a balanced scorecard to identify opportunities to improve code review effective- ness: An industrial experience report.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Using a balanced scorecard to identify opportunities to improve code review effective- ness: An industrial experience report
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.842363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 16821f3f-bb98-43f5-bf7d-324b8493ca86 · outbound
This paper cites Using AUC and accuracy in evaluating learning algorithms.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Using AUC and accuracy in evaluating learning algorithms
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.824403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 48a5d8d5-c5ec-4615-a8d6-916e36392d58 · outbound
This paper cites Would the patch be quickly merged?.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Would the patch be quickly merged?
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.809001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b3a75811-d84b-4152-ba7d-1ee1d2ab0656 · outbound
This paper cites 2020, pp.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance 2020, pp
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.793125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dd89ce08-37c8-4de6-9c91-30588c721157 · outbound
This paper cites Early prediction for merged vs abandoned code changes in modern code reviews.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Early prediction for merged vs abandoned code changes in modern code reviews
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.777194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cf092057-d5ec-40e2-a778-0206c184f94d · outbound
This paper cites Will my patch make it? and how fast? case study on the linux kernel.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Will my patch make it? and how fast? case study on the linux kernel
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.760332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ae2f8172-6a23-4bcb-8f60-da0fb015beda · outbound
This paper cites The Impact of Correlated Metrics on the Interpretation of Defect Prediction Models.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance The Impact of Correlated Metrics on the Interpretation of Defect Prediction Models
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.743042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8a8923b7-34cf-429b-9675-758593264b66 · outbound
This paper cites On Wasted Contri - butions: Understanding the Dynamics of Contributor - Abandoned Pull Requests –A Mixed -Methods Study of 10 Large Open-Source Projects.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance On Wasted Contri - butions: Understanding the Dynamics of Contributor - Abandoned Pull Requests –A Mixed -Methods Study of 10 Large Open-Source Projects
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.727095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 65cec747-af3a-4be2-a530-8d22f376d5d2 · outbound
This paper cites An empirical study of the characteris- tics of popular Minecraft mods.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance An empirical study of the characteris- tics of popular Minecraft mods
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.711999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5ededf9e-c369-48e4-a8ea-43c919acfd8c · outbound
This paper cites Redundancy, context, and preference: An empirical study of duplicate pull requests in OSS projects.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Redundancy, context, and preference: An empirical study of duplicate pull requests in OSS projects
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.696189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d250d173-67ae-4c78-ba0f-670fc1624585 · outbound
This paper cites Nudge: Accelerating Overdue Pull Requests toward Completion.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Nudge: Accelerating Overdue Pull Requests toward Completion
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.678475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8456f36b-9d34-4c34-94f2-358508100280 · outbound
This paper cites The impact of code review coverage and code review participation on software quality: A case study of the qt, vtk, and itk projects.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance The impact of code review coverage and code review participation on software quality: A case study of the qt, vtk, and itk projects
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.663264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9202725f-955c-488c-8a41-cc0f850c474f · outbound
This paper cites Assessing predictions of violence: being accurate about accuracy.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Assessing predictions of violence: being accurate about accuracy
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.646911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1e4182b6-040b-4f5c-9ef5-d84fdc80ad95 · outbound
This paper cites Impact of discretiza - tion noise of the dependent variable on machine learning classifiers in software engineering.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Impact of discretiza - tion noise of the dependent variable on machine learning classifiers in software engineering
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.629184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 52f4293d-d0a9-4616-a4ea-9f56e86759ff · outbound
This paper cites The impact of using regression models to build defect classifiers.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance The impact of using regression models to build defect classifiers
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.613343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1216b596-6938-404c-9fa6-4c712207fc00 · outbound
This paper cites Using machine intelligence to prioritise code review requests.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Using machine intelligence to prioritise code review requests
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.594879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cdebcd60-6129-47ed-8d71-5de5acd17e4b · outbound
This paper cites The proof and measurement of association between two things.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance The proof and measurement of association between two things
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.578300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 992dcad9-87fe-4500-9f84-91e939b60f0d · outbound
This paper cites Measuring and visualizing code stability–a case study at three companies.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Measuring and visualizing code stability–a case study at three companies
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.560490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 348cc603-7b41-475f-ab31-d71240d869d1 · outbound
This paper cites An experience report on defect modelling in practice: Pit - falls and challenges.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance An experience report on defect modelling in practice: Pit - falls and challenges
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.542375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b14ac5f9-e8e3-44f7-b1eb-889817067929 · outbound
This paper cites An empirical compar- ison of model validation techniques for defect prediction models.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance An empirical compar- ison of model validation techniques for defect prediction models
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.525158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0f591e7a-f749-41e1-83fa-aab4d43f64f7 · outbound
This paper cites The impact of auto - mated parameter optimization on defect prediction mod- els.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance The impact of auto - mated parameter optimization on defect prediction mod- els
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.507312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5eeeed8c-7a72-4eb2-b199-9cfa96165b3e · outbound
This paper cites Review participation in modern code review: An empirical study of the android, Qt, and OpenStack projects.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Review participation in modern code review: An empirical study of the android, Qt, and OpenStack projects
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.492053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6f0317a9-4391-4bfc-b80e-51f1f15f8782 · outbound
This paper cites Towards automating code review activities.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Towards automating code review activities
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.475404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 148ea273-d325-4cc7-8963-cb4ef2f13eb4 · outbound
This paper cites Large -scale intent analysis for identifying large - review-effort code changes.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Large -scale intent analysis for identifying large - review-effort code changes
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.460114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4cbdea80-a1dd-4563-a774-74635c32d89d · outbound
This paper cites Leveraging change intents for char - acterizing and identifying large-review-effort changes.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Leveraging change intents for char - acterizing and identifying large-review-effort changes
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.445301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d3689f99-cb2d-47ef-991c-bb438909e3a5 · outbound
This paper cites Pull request latency explained: An empirical overview.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Pull request latency explained: An empirical overview
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.427918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation be7920ad-d3c8-4a40-ab90-1f27860e7c28 · outbound
This paper cites Pre- dicting defects using network analysis on dependency graphs.
An Empirical Study on the Amount of Changes Required for Merge Request Acceptance Pre- dicting defects using network analysis on dependency graphs
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:35:32.410369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation 8625f007-9020-44f2-ba57-80c1213f02c1 · inbound
Humans Integrate, Agents Fix: How Agent-Authored Pull Requests Are Referenced in Practice cites this paper.
Humans Integrate, Agents Fix: How Agent-Authored Pull Requests Are Referenced in Practice An Empirical Study on the Amount of Changes Required for Merge Request Acceptance
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T11:26:24.542239Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.