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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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Advanced Software Engineering Methodologies
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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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

1,299 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,299 works in the cohort · of 4,299,418page 21 of 26

Labels cover 1 of 1,299 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 1,299 of 1,299 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
DEAS 2005
David Garlan, Marin Litoiu, Hausi Müller, John Mylopoulos, Dennis B. Smith, Kenny Wong
2005· article· en· ACM SIGSOFT Software Engineering Notes· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Realizability of Service Specifications
Mohammad F. Al-Hammouri, Gregor von Bochmann
2018· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
fundno affunlabeled
Agile Architecture Recovery
Davor Svetinović
2002· dissertation· en· UWSpace (University of Waterloo)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Implicit context
Robert J. Walker, Gail C. Murphy
2000· article· en· ACM SIGSOFT Software Engineering Notes· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
affunlabeled
Engineering Web Applications with Java
Frank Maurer
2002· other· en· Encyclopedia of Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Goal-Driven Reusable Test Case Design
Ibtesam Gwasem, Weichang Du, Andrew McAllister
2023· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
11th International Workshop on Aspect-Oriented Modeling
Jörg Kienzle, Jeff Gray, Dominik Stein, Walter Cazzola, Omar Aldawud, Tzilla Elrad
2008· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundno abstractunlabeled
Views and Patterns in E-Commerce Application Design
Marcus E. Markiewicz, Carlos Lucena, Paulo S. C. Alencar, Donald Cowan
2002· article· en· Annals of Software Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Developing Engineered Product Support Applications
H. James Hoover, Tony Olekshy, Garry Froehlich, Paul Sorenson
2000· book-chapter· en· Software Product Lines· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Concern-oriented incremental modelling
Omar Alam, Jörg Kienzle
2017· article· en· Computer Science and Software Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Holmes: a system to support software product lines
Giancarlo Succi, J. Yip, E. Liu, Witold Pedrycz
2002· article· en· Proceedings of the 2000 International Conference on Software Engineering. ICSE 2000 the New Millennium· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Foreword: First Workshop requirements@run.time
Pete Sawyer, Nelly Bencomo, Jon Whittle, Daniel M. Berry, Anthony Finkelstein
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Editorial
Yaser Ghanam, Kendra Cooper, Frank Maurer
2011· editorial· en· Software Practice and Experience· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
affunlabeled
DISCOA
Ömer Erdem Demir, Prémkumar Dévanbu, Nenad Medvidović, Eric Wohlstadter
2005· article· en· ACM SIGSOFT Software Engineering Notes· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations

How this was built: Screen · Findings · About