Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T03:44:09.309934Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.09345.
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 2026-07-13T03:44:09.309934Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 35f1b600-ef73-4abe-815a-5e866ab5b649 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Cost of flaky tests in con- tinuous integration: An industrial case study,
Reference 1
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Observation a364c06d-d03d-4f3c-8a4f-786c3c99a8a2 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Understanding flaky tests: the developer’s perspective,
Reference 2
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Observation 249adf12-6335-433b-8a41-64abd9f4ea21 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Presubmit rescue: Auto- matically ignoring flakytest executions,
Reference 3
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Observation fa1e577d-2a89-4a17-8755-b203ef777c27 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Software testing research challenges: An industrial perspective,
Reference 4
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Observation 8fd654f6-c36b-49f7-9521-a8661c104f1f · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Taming google- scale continuous testing,
Reference 5
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Observation 985d93c2-48d6-4677-b563-74707cb3f438 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Do test and environ- mental complexity increase flakiness? an empirical study of SAP HANA,
Reference 6
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Unavailable: canonical work link unavailable.
Observation cf053f66-d9d2-49eb-9891-1e176fede54a · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Modeling and ranking flaky tests at apple,
Reference 7
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Observation 320a3b22-2c90-4bdf-bcff-f035ea343952 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Empirically detecting false test alarms using association rules,
Reference 8
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Observation e149449f-0449-4002-be10-0d40e1e16e2b · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Toward static test flakiness prediction: a feasibility study,
Reference 9
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Observation 932fe7bb-056e-451b-b165-357fbb0640de · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Deepflaky: Deep hybrid representation learning for flaky test prediction,
Reference 10
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Observation 653960b7-6c2e-4d80-ae1c-7ee4027d0f5f · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection What is the vocabulary of flaky tests?
Reference 11
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Observation c92449ab-5664-46c0-8664-5ec350e5e278 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection A replication study on the usability of code vocabulary in predicting flaky tests,
Reference 12
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Unavailable: canonical work link unavailable.
Observation 6e66754c-32ba-4733-bf17-a4e67623cd6c · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection The vocabulary of flaky tests in the context of SAP HANA,
Reference 13
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Observation fd337723-3d97-49b2-89b0-7e7a45a63256 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection A preliminary study on the vocabulary of flaky tests in swift,
Reference 14
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Unavailable: canonical work link unavailable.
Observation 447fca39-5b59-419f-ba88-f5f20b41206e · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Flakeflagger: Predicting flakiness without rerunning tests,
Reference 15
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Observation 188885a3-5bd9-4068-a7ba-f7237d1a09bd · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Flakify: A black-box, language model-based predictor for flaky tests,
Reference 16
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Observation f8f2673b-220a-4f71-9eab-8b31c111d2d9 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Understanding and improving flaky test classification,
Reference 17
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Unavailable: canonical work link unavailable.
Observation 337e1a26-7e85-4b7e-9ddd-bbbf24251761 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection An analysis of LLM fine- tuning and few-shot learning for flaky test detection and classification,
Reference 18
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Observation 3b622059-0293-4a95-ba71-f33dd5ab484a · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Can we classify flaky tests using only test code? an LLM-based empirical study,
Reference 19
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Observation a7c64214-c438-4825-b8b7-15c23ccfe9b2 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection The importance of accounting for execution failures when predicting test flakiness,
Reference 20
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Unavailable: canonical work link unavailable.
Observation 0dab7a53-1f1a-41a7-9026-df029c127e91 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Quan- tizing large-language models for predicting flaky tests,
Reference 21
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Unavailable: canonical work link unavailable.
Observation 33aa6fc8-3dc0-44fc-90fc-6e0601436bf3 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection (Research Arti- fact),
Reference 22
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Observation dff90142-cb36-4188-97b6-3a681f69ffe4 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection A survey of flaky tests,
Reference 23
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Unavailable: canonical work link unavailable.
Observation fbe62dad-abef-480c-bab5-9a167c10bfac · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Know you neighbor: Fast static prediction of test flaki- ness,
Reference 24
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Unavailable: canonical work link unavailable.
Observation a920b50b-617d-497f-8411-844bcd25a805 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection What is the vocabulary of flaky tests? an extended replication,
Reference 25
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Unavailable: canonical work link unavailable.
Observation 4b9749b0-9315-498e-a1da-6a49cb935af0 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Flakyfix: Using large language models for predicting flaky test fix categories and test code repair,
Reference 26
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Observation 0c7809d6-f4e2-47e5-a534-a760ef6482f7 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Deflaker: automatically detecting flaky tests,
Reference 27
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Unavailable: canonical work link unavailable.
Observation 5d2e3b27-165f-49a2-840d-42c7b64ed179 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection International Dataset of Flaky Tests (IDoFT),
Reference 28
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Unavailable: canonical work link unavailable.
Observation 63cd649e-797c-4526-b93f-0d7177ec417e · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection iDFlakies: A framework for detecting and partially classifying flaky tests,
Reference 29
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Observation ddc4e676-9293-468f-979a-b1b43a9069d1 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection FlakyCat: Predicting flaky tests categories using few-shot learning,
Reference 30
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Unavailable: canonical work link unavailable.
Observation 2e85fd5b-fe6c-474f-932e-ff343bb1d194 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection An empirical analysis of flaky tests,
Reference 31
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Unavailable: canonical work link unavailable.
Observation 8cabcc50-2ff0-4f26-b13b-5b714a2fc98b · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Code- bert: A pre-trained model for programming and natural languages,
Reference 32
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Observation 7bd05fc8-84f4-42da-a3e3-1b16f31b9b0b · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection 1536–1547
Reference 33
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Observation e5a3178a-5585-43dc-af30-2f000588ab2c · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Artifact Review and Badging — Current,
Reference 34
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Observation d96af790-e0da-43a8-b0c8-af892076631f · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Do automatic test generation tools generate flaky tests?
Reference 35
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Observation a9fb5459-07aa-4225-826b-14ed90be5581 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection On the flakiness of llm-generated tests for industrial and open-source database management systems,
Reference 36
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Observation 5b149215-c516-4f00-8dd7-d62925b3ea3c · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Research on test flakiness: from unit to system testing,
Reference 37
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Observation f50aca27-7108-45cc-93a6-5230174ce788 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Taming timeout flakiness: An empirical study of SAP HANA,
Reference 38
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Observation a4b7c34f-5458-4ef1-835a-50b304ef27af · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection An empirical study of flaky tests in javascript,
Reference 39
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Observation 6586200a-fe5d-41b5-abdd-33a4462f42ac · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection An empirical analysis of ui-based flaky tests,
Reference 40
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Observation bf4b9ef1-0b87-4cb4-8077-798a7e59164e · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Empirical study of restarted and flaky builds on travis CI,
Reference 41
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Observation 43b57728-01a8-46b1-8271-516d675de8c5 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Silent Data Corruptions at Scale
Reference 42
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Observation d4c04aff-0a0d-451f-b8ef-a96c47e38b93 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection The relationship between precision-recall and ROC curves,
Reference 43
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Observation c90449d5-6d26-49d0-924e-3f1e731eedb2 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection A container- based infrastructure for fuzzy-driven root causing of flaky tests,
Reference 44
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Unavailable: canonical work link unavailable.
Observation 01750898-6a87-444b-9b2a-bc737e6f3376 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Research Design and Issues of Validity,
Reference 45
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Observation 63989574-2ac8-4068-9860-c2675bee940f · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection The effects of computational resources on flaky tests,
Reference 46
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Observation e5887f38-c057-4f3d-b6ca-3ba399213365 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Sampling in software engineer- ing research: a critical review and guidelines,
Reference 47
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Observation 650607dc-5645-4858-8d6d-68be2686acf8 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Wohlin, P
Reference 48
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Observation 57504701-29c0-4317-ad0a-8c4ca5dc215c · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Construct validity in software engineering research and software metrics,
Reference 49
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Observation 40760ba1-5137-4958-9594-00fd692278c5 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Deep learning based vulnerability detection: Are we there yet?
Reference 50
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Observation efa8dde8-0a6e-4620-a32b-4b90548465a1 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Root causing flaky tests in a large-scale industrial setting,
Reference 51
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Observation 9ace7ba1-34db-4c41-96c2-b1c3f23a7ef6 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection A survey on how test flakiness affects developers and what support they need to address it,
Reference 52
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Observation 49b80d18-50ff-45cb-b2cd-f44416d40d90 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection 230,439 test failures later: An empirical evaluation of flaky failure classifiers,
Reference 53
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Observation fd918eb7-c3f4-4a85-ad88-c620a077bab4 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection Just-in- time flaky test detection via abstracted failure symptom matching,
Reference 54
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Observation a06f50f4-ef5a-4a62-919d-dcd2d2f7bdec · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection When life gives you oranges: detecting and diagnosing intermittent job failures at mozilla,
Reference 55
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Observation a807e333-3b7d-466c-8a18-0b5c19998510 · outbound
How Far Are We from Detecting Flaky Tests? On the Limits of Code-Based Detection On the diagnosis of flaky job failures: Understanding and prior- itizing failure categories,
Reference 56
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No inbound Pith citation observations are available.