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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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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
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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 7 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.

affunlabeled
Politiques de l’eau : Grands principes et réalités locales
Frédèric Lasserre
2006· preprint· fr· BiblioBoard Library Catalog (Open Research Library)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payload
7
citations
affunlabeled
Water, Energy, and Waste Services
Marco Ranzato, Luisa Moretto
2018· article· en· Revue internationale des études du développement· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
Voicing Rivers
Sandra Wooltorton, Laurie Guimond, Anne Poelina, Pierre Horwitz
2022· article· en· River Research and Applications· Social Sciences
distilled prediction:candidate · stsconsensus · none
7
citations
aboutno affunlabeled
Idle No More
Jeffery R. Webber
2016· article· en· Historical Materialism· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
venueno affunlabeled
Paradoxical gaps in resilient environmental governance
Ayonghe Akonwi Nebasifu, Ngoindong Majory Atong
2019· article· en· Environmental Reviews· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
aboutno affunlabeled
Circuits of State
Jonathan Hill
2017· article· en· Radical History Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
venueno affunlabeled
Water demand management in Botswana
Eagilwe Segosebe, B.P. Parida
2006· article· en· International Journal of Sustainable Development and Planning· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
Quand H2O et esprit de l’eau se rencontrent
William Andrés Martínez Dueñas, Geneviève Deschamps
2014· article· fr· Recherches amérindiennes au Québec· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
afffundunlabeled
A Vital Frontier
Andrea Muehlebach
2023· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Introduction
Robert G. Wirsing
2016· book-chapter· en· Water security in a new world· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Planning, ethics and infrastructural time
Daniel Durrant, Shoshanna Saxe, Matti Siemiatycki, Marco Dean
2023· article· en· Time & Society· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
fundno affno abstractunlabeled
Green infrastructure, climate change and spatial planning:
André Samora-Arvela, João Ferrão, Jorge Ferreira, Τhomas Panagopoulos, Eric Vaz
2017· article· en· Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)· Social Sciences
distilled prediction:candidate · stsconsensus · sts
5
citations
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