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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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Water Governance and Infrastructure
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,035 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.
1,035 works in the cohort · of 4,299,418page 14 of 21

Labels cover 3 of 1,035 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 1,035 of 1,035 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
"A late-game reversal by the chief electoral officer"
2019· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Myra J. Hird, Canada's Waste Flows
Yann Brunet
2022· article· en· Géocarrefour· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Urban water and sanitation: innovations from Delhi
Matt Birkinshaw
2014· other· en· London School of Economics and Political Science Research Online (London School of Economics and Political Science)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
At Sea Level
2020· article· en· cIRcle (University of British Columbia)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Peter Clancy: Freshwater politics in Canada
2016· article· en· Durham Research Online (Durham University)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Gilberto Esparza : Plantas Autofotosintéticas
2017· book· en· E-Artexte (Artexte)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Editorial introduction
Wolfgang Banzhaf
2008· article· en· Genetic Programming and Evolvable Machines· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Book review forum: Turning up the heat: Urban political ecology for a climate emergency KaikaMariaKeilRogerMandlerTaitTzaninisYannis, Turning Up the Heat: Urban Political Ecology for a Climate Emergency <sup>©</sup> . Manchester University Press, 2023: 400 pp.: ISBN: 9781526167996 | £25.00 (paperback).
Michele Acuto, Lorenzo De Vidovich, Greet De Block, Chiara Camponeschi, Stijn Oosterlynck, Manolis Pratsinakis +4 more
2025· article· en· Urban Studies· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
Liste des auteurs
2021· book-chapter· fr· Industrias Culturais (Universidade de Coimbra)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
0
citations
affunlabeled
Conclusion
Matthew Evenden
2004· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Processus multi-acteurs pour gerer l?utilisation des eaux usees en agriculture. In FrenchMulti-stakeholder processes for managing wastewater use in agriculture
Liqa Raschid-Sally, Olufunke Cofie
2011· other· fr· CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaepi_narrow+sts+research_integrity
0
citations
aboutno affunlabeled
CONSERVER POUR ASSURER L'ACCES :
2020· article· fr· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Down the Drain
2008· article· en· cIRcle (University of British Columbia)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
3-5\tIndustrialization and SMEs
2021· article· en· Scholarship@Western (Western University)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Rivers of Change
Anne-Laurie Morin
2021· article· en· Health Science Inquiry· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Les defis et les perspectives pour attenuer les risques dans les pays a faible revenu. In FrenchWastewater irrigation and health: challenges and outlook for mitigating risks in low-income countries
Christopher A. Scott, Pay Drechsel, Liqa Raschid-Sally, D. Duncan Mara
2011· other· fr· CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
0
citations

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