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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
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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 7 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.

affvenueaboutno abstractunlabeled
Freshwater politics in Canada
Hans Schreier
2015· article· fr· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Bullets on the Water
Ivaylo Grouev
2000· book· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
1
citations
affaboutno abstractunlabeled
Recent Hydropower Solutions in Canada
Musandji Fuamba, Tew‐Fik Mahdi
2012· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Contaminants in the Great Lakes: An Introduction
Jill Crossman, Christopher G. Weisener
2020· book-chapter· en· ˜The œhandbook of environmental chemistry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Environmental (In)Security
Simon Dalby
2017· other· en· International Encyclopedia of Geography· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affno abstractunlabeled
Great Lakes reports second-quarter results
2001· article· en· Additives for Polymers· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Water Related Risk Assessment
L.. Pornsakulsakdi, A.. Sila
2014· article· en· SPE International Conference on Health, Safety, and Environment· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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