Paper Citation Record · LEDGER

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories

As of 17 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2501.04976.

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

pith.paper-citation-record.v1
2501.04976 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:25:46.576738Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

29 of 29 outbound references displayed

verified exact6
verified fuzzy11
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f975d217-90a5-4555-80a6-7039a53b0e27 · outbound

This paper cites Humble and D.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Humble and D

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:48.101769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 766f170b-0e87-4313-a44c-8002046f0030 · outbound

This paper cites Usage, costs, and benefits of continuous integration in open-source projects,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Usage, costs, and benefits of continuous integration in open-source projects,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.454402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c314527d-7349-4751-8228-2792e6dfc76d · outbound

This paper cites DeFlaker: automatically detecting flaky tests,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories DeFlaker: automatically detecting flaky tests,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.459206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90dd8d29-187f-47fa-bc85-4a948c162b41 · outbound

This paper cites An empirical analysis of flaky tests,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories An empirical analysis of flaky tests,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.464348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1127390-cde5-4b07-b009-3704828f32c7 · outbound

This paper cites Do Not Trust Build Results at Face Value - An Empirical Study of 30 Million CPAN Builds,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Do Not Trust Build Results at Face Value - An Empirical Study of 30 Million CPAN Builds,

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:25:47.688395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 13101492-3b91-45a9-beeb-4bdbace43c91 · outbound

This paper cites When life gives you oranges: detecting and diagnosing intermittent job failures at Mozilla,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories When life gives you oranges: detecting and diagnosing intermittent job failures at Mozilla,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.474156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f121812e-893a-41d0-abfa-856e9148ac9b · outbound

This paper cites Towards language- independent brown build detection,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Towards language- independent brown build detection,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.479353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90ec7fc9-a8d4-4480-b7d3-65b936795f80 · outbound

This paper cites Automated Identification of Flaky Builds using Knowledge Graphs.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Automated Identification of Flaky Builds using Knowledge Graphs

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:48.087510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d44022d0-8e06-4c80-adb9-befa459a7bb1 · outbound

This paper cites FlakeSync: Automatically Repairing Async Flaky Tests,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories FlakeSync: Automatically Repairing Async Flaky Tests,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.488805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7da6fa4c-0d61-49a8-9c8d-331044019383 · outbound

This paper cites FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.493194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf480a3e-fe20-4de5-9bb0-db3c55bcfd0a · outbound

This paper cites On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories,

Reference 11

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:25:47.338257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1c9f2726-002f-40f6-bbbd-f3117ede0a67 · outbound

This paper cites Secured Communication Using Virtual Private Net- work (VPN),.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Secured Communication Using Virtual Private Net- work (VPN),

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:48.072551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation af93732a-cb83-4464-a852-0c61aeb64930 · outbound

This paper cites Available: https://kubernetes.io/docs/concepts/ workloads/pods/.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Available: https://kubernetes.io/docs/concepts/ workloads/pods/

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:48.057742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 89bb0a26-cd28-482a-845e-422ab730935b · outbound

This paper cites Empirical Study of Restarted and Flaky Builds on Travis CI,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Empirical Study of Restarted and Flaky Builds on Travis CI,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.510092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b772e6-7d76-4fc1-b6ef-c6c1b98b6871 · outbound

This paper cites Data Mining Using RFM Analysis,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Data Mining Using RFM Analysis,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:48.042280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 380ed196-9e0a-404d-abed-91d3c29ddaf4 · outbound

This paper cites Answer to.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Answer to

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:25:47.142834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a0ba178b-0d2d-430e-b7a7-3508a3dbe372 · outbound

This paper cites Modern code reviews in open-source projects: which problems do they fix?.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Modern code reviews in open-source projects: which problems do they fix?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.522718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a92c04-acc6-45d8-a549-fbc4bd842430 · outbound

This paper cites Studying the Impact of Noises in Build Breakage Data,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Studying the Impact of Noises in Build Breakage Data,

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:25:46.971424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 415653b7-b2b1-43a9-8c75-9576cf924269 · outbound

This paper cites Answer to.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Answer to

Reference 19

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:25:46.879177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d221493e-bb5f-4f6d-bdbb-547f69d5116b · outbound

This paper cites Open coding,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Open coding,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:48.027689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 78e50b52-c4f8-4f76-a04b-1d58170d15cf · outbound

This paper cites Spencer, Card Sorting: Designing Usable Categories.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Spencer, Card Sorting: Designing Usable Categories

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:47.996326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2b7e21de-1071-424a-acff-21073cd407ab · outbound

This paper cites The Art of Testing Less without Sacrificing Quality,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories The Art of Testing Less without Sacrificing Quality,

Reference 22

Resolution: verified exact; raw_fallback, observed 2026-08-10T21:25:46.784987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 235d8aa9-54a3-4abb-b9d9-f6e982c79129 · outbound

This paper cites Available: https://scikit-learn/stable/modules/ generated/sklearn.cluster.KMeans.html.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Available: https://scikit-learn/stable/modules/ generated/sklearn.cluster.KMeans.html

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:47.982511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bf093357-43e1-4659-8b7e-8049e8a196fe · outbound

This paper cites A review on customer segmentation methods for personalized customer targeting in e-commerce use cases,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories A review on customer segmentation methods for personalized customer targeting in e-commerce use cases,

Reference 24

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T21:25:47.968759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9931bcca-a73d-46a5-99b5-fb2c20093b8e · outbound

This paper cites IsolationForest example.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories IsolationForest example

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:47.954683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79474936-5020-4832-9c92-55a582899e2f · outbound

This paper cites Error Sum of Squares.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Error Sum of Squares

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:47.940547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d91c79c9-9ab3-4162-a0d6-514878cfdcac · outbound

This paper cites Understanding flaky tests: the developer’s perspective,.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Understanding flaky tests: the developer’s perspective,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.572313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e96296f-eed4-4434-aa13-5c34944d1af9 · outbound

This paper cites Predicting Flaky Tests Categories using Few-Shot Learning.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Predicting Flaky Tests Categories using Few-Shot Learning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T21:25:46.576738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f539a23-029c-4afc-b1a8-157192b9a884 · outbound

This paper cites Available: https://cspages.ucalgary.ca/ ∼saul/wiki/ uploads/CPSC681/open-coding.pdf.

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories Available: https://cspages.ucalgary.ca/ ∼saul/wiki/ uploads/CPSC681/open-coding.pdf

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:25:48.012678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.