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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.

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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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Model-Driven Software Engineering Techniques
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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
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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.

695 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.
695 works in the cohort · of 4,299,418page 4 of 14

Labels cover 3 of 695 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 695 of 695 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
JRefleX
2003· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
venueno affunlabeled
MODEL-BASED DESIGN FOR SYSTEM INTEGRATION
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Computer Science
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Models in Software Engineering
2011· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
13
citations
affunlabeled
MDebugger
2018· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
System Analysis and Modeling
2005· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
Current Practices in the Use of UML
2005· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affno abstractunlabeled
Exceptional Transformations
2010· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
fundno affgemma · no categorygpt · no categorymodels split
DOMAIN-SPECIFIC MODELLING WITH ATOM
2007· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
MU-MMINT: An IDE for Model Uncertainty
2015· article· en· 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
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