Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-14T21:06:47.709726Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2603.14572.
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 2026-07-14T21:06:47.709726Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
61 of 61 outbound references displayed
External citation measurements
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Observation d4f2ef49-0a21-474c-b73e-2e89a7ea682b · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Current State of the Software Testing Education in North American Academia and Some Recommendati ons for the New Educators
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ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms S oftware-testing education: A systematic literature mapping,
Reference 2
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ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms A pragmatic look at education and training of software test engineers: Further cooperation of academia and industry is needed,
Reference 3
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Observation 40beaace-8907-4dd6-a534-aea6a33ab2be · outbound
Reference 4
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Observation 4ef5b928-849c-463e-9c0b-956012a83f79 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms ISTQB Certification: Why You Need It and How to Get It,
Reference 5
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ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Certification and licensing for software professionals and organizations,
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Observation 9b2c03fe-a088-445d-9439-1ccf7f5323b0 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Estimating the Global QA Workforce: How Many Testers Are There Worldwide?,
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ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms 5-6 Million softwsre testers in the world? ,
Reference 8
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ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms An Open Modern Software Testing Laboratory Courseware: An Experience Report
Reference 9
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ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Cho osing the right testing tools and systems under test (SUTs) for practical exercises in testing education,
Reference 10
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Observation 6ffe1fc9-8b3f-4c91-a554-ef34cd98fb06 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Closing the gap be tween software engineering education and ind ustrial needs,
Reference 11
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Observation 3e5351cb-9961-494f-b2a3-ccbe6c1193ba · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms A Bibliometric/Geographic Assessment of 40 Years of Software Engineering Research (1969-2009),
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ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Citations, research topics and active countries in software engineering: A bibliometrics st udy
Reference 13
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Observation 89ddfacd-2f98-49b1-8f82-aadc99b3d7cd · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Evolution of software testing strategies and trends: Semantic content analysis of software research corpus of the last 40 years,
Reference 14
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Observation 31f8be5a-11c2-4e75-a8e6-06d171781722 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Data-set of Software Testing Books (1979-2019),
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Observation a0cef4c3-1def-4cbd-82d6-cbba4dbd1660 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Cultivating So ftware Quality Engineers,
Reference 16
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Observation 02d1fbe2-5406-4c54-878d-2d9831b8d391 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Black-Box Testing for Practitioners: A Case of the New ISTQB Test Analyst Syllabus,
Reference 17
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Observation 223e5ea8-868b-439e-b001-09017d1bdef3 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms A method to improve test process in federal enterprise architecture framework using the ISTQB framework,
Reference 18
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Observation 063e5da8-8334-4942-ad62-2831028ba8ec · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms From certifications to international standards in software testing: mapping from ISTQB to ISO/IEC/IEEE 29119-2,
Reference 19
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Observation a6c2c885-ee04-413e-a5ae-dede7fe6845a · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms ISTQB-based software testing education: Advantages and challenges,
Reference 20
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Observation 6ad146af-01b9-4e44-8089-074d9526d17f · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Challenges and best practices in industry-academia collaborations in software engi neering: a systematic literature review,
Reference 21
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Observation bd7dc3a6-1b19-47af-972a-b9142a4fa792 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Selecting the right topics for industry-academia collabora tions in software testing: an experience report,
Reference 22
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Observation 03ec2deb-f476-4f1e-bbf9-38fef64196d0 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Industry-academia collaborations in software testing: experience and success stories from Canada and Turkey,
Reference 23
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Observation 755199a7-e34e-4a75-95e0-a6a2d8970fcf · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms What industry wants from academia in software testing? Hearing practitioners’ opinions,
Reference 24
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Observation a66be2f8-f2ca-4bbf-8a0d-8c68666dabfe · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms I ndustry-academia collaborations in software engin eering: An empirical analysis of challenges, patterns and anti-patterns in research projects,
Reference 25
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Observation a1b3bd5b-a43a-4543-ac5d-c08d805c406b · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Successful engagement of practitioners and so ftware engineering researchers: Evidence from 26 international industry-academia collaborative projects,
Reference 26
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Observation 3e612ba8-2250-4499-baaa-087c2120b58f · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Characterizing industry-academia collaborations in software engineering: evidence from 101 projects,
Reference 27
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Observation 552990dd-c02f-4cca-99ad-896d10392922 · outbound
Reference 28
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Observation f48eb819-5cf4-43fb-ac45-bbb06a71eb92 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Benefitting from the grey literature in software engineering resea rch,
Reference 29
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Observation ae881f13-79be-40da-88a8-6e1f721b72dd · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Grey liter ature versus academic literature in softwa re engineering: A call for epistemological analysis,
Reference 30
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Observation 5f779f6d-b673-4348-9670-107664b14b2f · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Guidelines for including grey literature and conducting multivocal literature reviews in software engineering,
Reference 31
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Observation 4f57df1c-8030-4d34-bad2-9af7af154c06 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Gui delines for Performing Systematic Litera ture Reviews in Software engineering,
Reference 32
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Observation 416fb586-6471-4aab-b62d-48143d2adcda · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Guidelines for conducting systematic mapping studies in software engineering : An update,
Reference 33
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Observation ba19a9ae-fd3d-48f9-86ed-9e06aa93c4ce · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Experience-based guidelines for effective and efficient data extraction in systematic reviews in software engineering,
Reference 34
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Observation b55c9213-7792-4f72-914c-10307797b647 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms How to optimize the systematic review process using AI tools,
Reference 35
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Observation 2925e9bb-2986-4653-89bd-7ce8e5c23c90 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Leveraging artificial intelligence to enhance systematic reviews in health research: advanced tools and challenges,
Reference 36
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Observation e015df83-07e6-41b4-b1b5-d706ceda354d · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms The use of generative AI for scientific literature searches for systematic reviews: ChatGPT and Microsoft Bing AI performanc e evaluation,
Reference 37
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Observation 0d4e1e93-cb27-4b82-ac56-1f549bc5dcfe · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Using ChatGPT and other forms of generative AI in systematic reviews: Challenges and opportunities,
Reference 38
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Observation 18fda5d1-9c37-4e5f-9ebe-20507329721e · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms A I-assisted vs human-only evidence review,
Reference 39
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Observation 3d9fa5a8-046a-4458-9b2f-740e26c678ab · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Unresolved cited work
Reference 40
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Observation 3cb753e6-5b61-40b7-9de9-810e01f07887 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Deep research and analysis of ChatGPT based on multiple testing experiments,
Reference 41
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Observation c224de7c-d5e8-4fd8-b534-47353b048e5b · outbound
Reference 42
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Observation 81a678e5-8e55-491a-bb51-24605f9ca721 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms X AI—Explainable artificial intelligence,
Reference 43
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Observation e268aa6b-6952-4bdc-8539-002a91185d58 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Prompt engineering with ChatGPT: a guide for academic writers,
Reference 44
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Observation 9b9ef078-b5ac-4f77-b663-b31d0e257366 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT
Reference 45
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Observation 996b7447-606f-4e49-ab2f-9ca56d26a8bd · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Prompt Engineering a Prompt Engineer
Reference 46
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Observation 48a3b364-d085-42e5-b6fe-42800f6b625d · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms How to analyze Likert and other rating scale data,
Reference 47
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Observation 92053d89-d17d-4172-ba32-5f21c34ec49f · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Software Testing Schools of ThoughtResearch log,
Reference 48
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Observation 442cb984-69d5-44c4-8716-e68d0e89a6ba · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Incorporating Real-World Industrial Testing Projects in Software Testing Courses: Opportunities, Challenges, and Lessons Learned,
Reference 49
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Observation b7eb932a-2d8e-425e-92fa-49a6000f44e0 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Bug hunt: Making early software testing lessons engaging and affordable,
Reference 50
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Observation 59ec7fb1-edaf-4e75-b433-e7f40abfa1ee · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Guidelines for mana ging threats to validity of secondary stu dies in software engineering,
Reference 51
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Observation 2b1d6e5f-c471-408a-9886-53dca3f1125f · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Can generative AI reliably synthesise literature? exploring hallucination issues in ChatGPT,
Reference 52
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Observation 5592634d-0b02-4517-a6d3-8bb0923c8e4f · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Understanding and Av oiding Hallucinated References: An AI Writing Experiment,
Reference 53
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Observation e70c385e-2508-4158-95e8-b14be5b88689 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Generative AI in writing research pa pers: A new type of algorithmic bias and uncertainty in scholarl y work,
Reference 54
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Observation 482c4f6a-30de-4c2a-9eba-6f51ba3d411a · outbound
Reference 55
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Observation b2a7ea92-3ab3-49aa-8bd1-f8a48cbac833 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Making supervision relation ships accountable: graduate student logs,
Reference 56
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Observation 33159380-dfe7-4532-8b01-e4f69503b22f · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Ph. D. study and the use of a reflective diary: A dialogue with self,
Reference 57
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Observation 2c4d6205-6fcb-44fd-99ec-f2350c13f009 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms The natural history of a doctoral research study: The role of a research diary and reflexivity,
Reference 58
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Observation a62d2dd6-d98c-4dcc-a8e6-8d5be6f079de · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Synthesizing evidence in software engineering research,
Reference 59
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Observation 9dcb8dfe-a505-4ee4-bfae-398fb1261c43 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms Unresolved cited work
Reference 60
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Observation c5aa705e-6de3-429a-80f1-61ceb33770b6 · outbound
ISTQB Certifications Under the Lens: Their Contributions to the Software-Testing Profession; and AI-assisted Synthesis of Practitioners' Endorsements and Criticisms qualitative coding
Reference 61
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No inbound Pith citation observations are available.