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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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Access Control and Trust
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.

619 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.
619 works in the cohort · of 4,299,418page 9 of 13

Labels cover 1 of 619 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 619 of 619 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Privacy and Trust in Agent-Supported Distributed Learning
Larry Korba, George Yee, Yuefei Xu, Ronggong Song, Andrew S. Patrick, Khalil El‐Khatib
2005· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affvenuegemma · metaresearch+scholarly_communicationgpt · metaresearch+scholarly_communicationmodels agree
Peer Review, Scholarly Production and a Provocation: Let’s Blow Stuff Up
David N. Wright
2014· article· en· Scholarly and Research Communication· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
1
citations
affno abstractunlabeled
Identity-based Access Control
University Research Chair
2009· book-chapter· en· Encyclopedia of Database Systems· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Analysis of ANSI RBAC Support in EJB
Wesam Darwish, Konstantin Beznosov
2012· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Analysis of ANSI RBAC Support in EJB
Wesam Darwish, Konstantin Beznosov
2011· article· en· International Journal of Secure Software Engineering· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Developing Proactive Security Dimensions for SOA
Hany F. El Yamany, David S. Allison, Miriam A. M. Capretz
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations

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