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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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Transboundary Water Resource Management
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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
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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 6 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
Wadi Hanifah Comprehensive Development Plan
Jean Trottier, Kevin Eidick
2015· report· en· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
What Should We Manage: Aquifers or Groundwater?
Alfonso Rivera
2021· article· en· Ground Water· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Peace as a Strategy for Planning Water Secure Futures
Tal Septon, Nidhi Nagabhatla, Caner Sayan
2019· article· en· UNU Collections (United Nations University)· Social Sciences
distilled prediction:candidate · bibliometrics+stsconsensus · bibliometrics
3
citations
affunlabeled
Center for Global Environmental Research
A. H. El‐Shaarawi
2012· other· en· Encyclopedia of Environmetrics· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Climate Change - Who’s Carrying the Burden?
Miranda Baksh
2014· article· en· UnderCurrents Journal of Critical Environmental Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Managing Water across Boundaries
Lori Bradford, Graham Strickert
2012· article· en· Conservation Biology· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About