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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
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 4 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Water stress and water wars
Frederic L. Pryor
2007· article· en· The Economics of Peace and Security Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
fundaboutno affunlabeled
Can continental transboundary compacts hold water?
Andrew D. Gronewold, Jenna Bednar, Marjorie Cort, Vianey Rueda, Michael R. Moore, Jon Allan
2024· article· en· Nature Communications· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
Where the Waters Divide
Michael Mascarenhas
2012· book· en· Lexington Books· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Quand les Casques bleus passent au vert
Lucile Maertens
2017· article· fr· Études internationales· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Understanding Environmental Security At Ports And Harbors
Richard J. Wenning, Sabine E. Apitz, Alper Baba, M. Citron, Katherine S. Elliott, N. Al-Halasah +4 more
2007· book-chapter· en· NATO science for peace and security series. C, Environmental security· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Palestinian Water I: Resources, Allocation and Perception
Marwan A. Hassan, Graham McIntyre, Brian Klinkenberg, Abed Al‐Rahman Tamimi, Richard K. Paisely, Mousa Diabat +1 more
2010· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Management of the North American Great Lakes
Marcia Valiante
2008· book-chapter· en· Water resources development and management· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affaboutunlabeled
Canada's Freshwater in a Continental Context
Frank H. Quinn
2007· article· en· Journal of Contemporary Water Research & Education· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
St. Lawrence Seaway: Western Great Lakes Basin
Kenneth R. Olson, Gerald A. Miller
2020· article· en· Journal of Water Resource and Protection· Social Sciences
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Political geography and climate change
Simon Dalby
2015· article· en· Political Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About