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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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Software Engineering and Design Patterns
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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.

120 results · 1 filter active ·
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20002025
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Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
120 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 120 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 120 of 120 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Evaluating pattern catalogs
2006· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
ANALYSIS PATTERNS
2000· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Deciding on a Pattern
2001· book-chapter· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affunlabeled
HCI pattern semantics in XML
2005· article· en· ACM SIGSOFT Software Engineering Notes· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
12
citations
fundno affno abstractunlabeled
Middleware 2001
2001· book· en· Lecture notes in computer science· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affaboutunlabeled
A Dream Project Turns Nightmare
2003· book-chapter· en· Cases on information technology series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Interactive embedded examples
2006· article· en· ACM SIGCSE Bulletin· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
An approach for classifying design artifacts
2015· article· en· Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affvenueunlabeled
Asana (Product Review)
2020· article· en· Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
2
citations
affunlabeled
A pattern language of call processing
2001· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
A Taxonomy of Software Types
2008· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Interactive embedded examples
2006· article· en· Proceedings of the 11th annual SIGCSE conference on Innovation and technology in computer science education· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
INTRODUCTION
2000· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Visual Basic 2005 for programmers
2006· book· en· CERN Document Server (European Organization for Nuclear Research)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
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