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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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Transboundary Water Resource Management
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

675 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
675 works in the cohort · of 4,299,418page 8 of 14

Labels cover 0 of 675 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 675 of 675 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Levelling the Lake
Jamie Benidickson, Graeme Wynn
2019· book· en· University of British Columbia Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Armed rebel groups engage in climate governance
Elisabeth Gilmore, Kathleen Gallagher Cunningham, Leonardo Gentil-Fernandes, Reyko Huang, Danielle F. Jung, Cyanne E. Loyle
2025· article· en· Climatic Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The Middle East: Egypt, Israel, Jordan
Ross Michael Pink
2018· book-chapter· en· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Public participation programme: The Akkar watershed study
Youssef Abdel‐Massih
2005· article· en· Lakes & Reservoirs Science Policy and Management for Sustainable Use· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)82108-9
2000· article· en· Time to knit· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Governance of Earth Systems
Robert Boardman
2010· book· en· Palgrave Macmillan UK eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Politics and Geology in Anthropocene Geopolitics
Simon Dalby
2025· book-chapter· en· ˜The œanthropocene: Politik - economics - society - science· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
1
citations
affunlabeled
Frontiers
Jan Selby, Gabrielle Daoust, Clemens Hoffmann
2022· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Editors’ Introduction
Steven J. Bernstein, Matthew J. Hoffmann, Erika Weinthal
2018· article· en· Global Environmental Politics· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Conclusion
Robert G. Wirsing
2016· book-chapter· en· Water security in a new world· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Le partage de l'eau
Frédèric Lasserre, Anne Brun
2018· book· fr· Odile Jacob eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
aboutno affno abstractunlabeled
Le fleuve Canada
Serge Bouchard
2015· article· fr· L'Inconvénient· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2024· dataset· en· Global Biodiversity Information Facility· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Remedial Action Plan
Lori Boughton
2012· book-chapter· en· Science Publishers eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · sts
0
citations
aboutno affunlabeled
Punching above our weight : SAWEF
Margaret Catley‐Carlson
2012· article· en· Without Prejudice· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
GESTÃO INTEGRADA DE RECURSOS HÍDRICOS: UMA REVISÃO INTEGRATIVA
Adenilson Perin, Eduardo Juan –Soriano Sierra
2018· article· pt· Anais do Congresso Internacional de Conhecimento e Inovação – ciki· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+sts+insufficient_payload
0
citations
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