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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

99 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
99 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 99 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 99 of 99 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A systematic mapping study of web application testing
Vahid Garousi, Ali Mesbah, Aysu Betin-Can, Shabnam Mirshokraie
2013· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
108
citations
affno abstractunlabeled
A state-based approach to integration testing based on UML models
Shaukat Ali, Lionel Briand, Muhammad Jaffar-Ur Rehman, Hajra Asghar, Muhammad Zohaib Iqbal, Aamer Nadeem
2006· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
103
citations
affno abstractunlabeled
Initiating software process improvement in very small enterprises
Naji Habra, Simon Alexandre, Jean‐Marc Desharnais, Claude Y. Laporte, Alain Renault
2007· article· en· Information and Software Technology· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
Mining API usage scenarios from stack overflow
Gias Uddin, Foutse Khomh, Chanchal K. Roy
2020· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
46
citations
afffundno abstractunlabeled
Improving microservices extraction using evolutionary search
Khaled Sellami, Ali Ouni, Mohamed Aymen Saied, Salah Bouktif, Mohamed Wiem Mkaouer
2022· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Connecting architecture reconstruction frameworks
Ivan T. Bowman, Michael W. Godfrey, Richard C. Holt
2000· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Best practice fusion of CMMI-DEV v1.2 (PP, PMC, SAM) and PMBOK 2008
Christiane Gresse von Wangenheim, Djoni Antonio da Silva, Luigi Buglione, Rafael Scheidt, Rafael Prikladnicki
2010· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
26
citations
afffundno abstractunlabeled
An experiment in software component retrieval
Hafedh Mili, Estelle Ah-Ki, Robert Godin, Hamid Mcheick
2003· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
On semantic detection of cloud API (anti)patterns
Hayet Brabra, Achraf Mtibaa, Fábio Petrillo, Philippe Merle, Layth Sliman, Naouel Moha +4 more
2018· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
A mixed method study of DevOps challenges
Minaoar Hossain Tanzil, Masud Sarker, Gias Uddin, Anindya Iqbal
2023· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Architecting-problems rooted in requirements
Remo Ferrari, Nazim H. Madhavji
2007· article· en· Information and Software Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
17
citations

How this was built: Screen · Findings · About