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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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Advanced Software Engineering Methodologies
Retraction
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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 ·
Categories
Machine labels · sparse coverage
Evidence
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 4 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
Engineering Self-Adaptive Software Systems
2018· article· en· ACM Transactions on Autonomous and Adaptive Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
affunlabeled
C-CLR
2007· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Generative design patterns
2002· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Horizontal decomposition of Prevayler
2005· article· en· Conference of the Centre for Advanced Studies on Collaborative Research· Computer Science
distilled prediction:candidate · noneconsensus · none
37
citations
affno abstractunlabeled
abc : An Extensible AspectJ Compiler
2006· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
affunlabeled
Self-Adaptation in Industry: A Survey
2023· article· en· ACM Transactions on Autonomous and Adaptive Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Dependent advice
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
Agile development
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
34
citations
affno abstractunlabeled
Advances in Model-Driven Security
2014· book-chapter· en· Advances in computers· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
afffundunlabeled
Merging partial behavioural models
2004· article· en· ACM SIGSOFT Software Engineering Notes· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
33
citations
affunlabeled
Structuring operating system aspects
2001· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
31
citations
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