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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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Service-Oriented Architecture and Web Services
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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
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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.

1,366 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.
1,366 works in the cohort · of 4,299,418page 3 of 28

Labels cover 0 of 1,366 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 1,366 of 1,366 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Supporting Dynamic Changes in Web Service Environments
Mohammad Salman Akram, Brahim Medjahed, Athman Bouguettaya
2003· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
affno abstractunlabeled
Service License Composition and Compatibility Analysis
G. R. Gangadharan, Michael Weiß, Vincenzo D’Andrea, Renato Iannella
2007· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
33
citations
affunlabeled
Analyzing Communities of Web Services Using Incentives
Babak Khosravifar, Jamal Bentahar, Ahmad Moazin, Philippe Thiran
2010· article· en· International Journal of Web Services Research· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
29
citations
affunlabeled
On feature interactions among Web services
Michael Weiß, Babak Esfandiari
2004· article· en· International Conference on Web Services· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
28
citations
affunlabeled
Toward a Service-Oriented Development Through a Case Study
Jia Zhang, Carl K. Chang, Liang‐Jie Zhang, Patrick C. K. Hung
2007· article· en· IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
fundno affunlabeled
Editorial [State of the Transactions]
Jian Pei
2013· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations

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