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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
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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.

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 3 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.

affunlabeled
When the levees break
2021· article· en· Science· Social Sciences
distilled prediction:candidate · stsconsensus · none
15
citations
affaboutno abstractunlabeled
Water Policy in Canada
2015· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
venueno affno abstractunlabeled
Women and Environments International
2000· article· en· Canadian women's studies· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
aboutno affunlabeled
As the Water Flows
2012· book-chapter· en· Science Publishers eBooks· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · sts+insufficient_payload
13
citations
aboutno affunlabeled
Freshwater Politics in Canada
2014· book· en· University of Toronto Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
venueaboutno affunlabeled
The St. Mary and Milk Rivers: The 1921 Order Revisited
2007· article· en· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
12
citations
affno abstractunlabeled
The Human Face of Water Security
2017· book· en· Water security in a new world· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
11
citations
affunlabeled
The Many Faces of Environmental Security
2024· article· en· Annual Review of Environment and Resources· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
fundno affunlabeled
Contextualizing conflict
2015· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affunlabeled
State of the World's Rivers
2024· article· en· Annual Review of Environment and Resources· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
Where the Waters Divide
2012· book· en· Lexington Books· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
aboutno affunlabeled
Water stress and water wars
2007· article· en· The Economics of Peace and Security Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
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