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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
aboutaboutness

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 6 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
Land back / cities back
Julie Tomiak
2022· article· en· Urban Geography· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affaboutunlabeled
Deliberative democracy in Canadian watershed governance
Margot Hurlbert, Evan J. Andrews
2018· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
11
citations
affaboutunlabeled
Constructing community health and safety
Wolff‐Michael Roth
2008· article· en· Proceedings of the Institution of Civil Engineers - Municipal Engineer· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
aboutno affunlabeled
Leaky Governance
Kathryn Furlong
2016· book· en· University of British Columbia Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
10
citations
affunlabeled
When the State Imposes the “Commons”
Ferran Pons-Raga, Lluís M. Anglada i de Ferrer, Oriol Beltrán, Ismael Vaccaro
2021· article· en· Conservation and Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
The Wealth of Networks
Philippe Aigrain, Leslie Chan, Jean‐Claude Guédon, John Willinsky, Yochai Benkler
2008· article· en· Policy Futures in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
fundno affunlabeled
Routledge Handbook of Gender and Water Governance
Tatiana Acevedo-Guerrero, Lisa Bossenbroek, Irene Leonardelli, Margreet Zwarteveen, Seema Kulkarni
2024· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
afffundunlabeled
The Datafication of Wastewater:
Teresa Scassa, Pamela Robinson, Ryan Mosoff
2022· article· en· Technology and Regulation· Social Sciences
distilled prediction:candidate · noneconsensus · none
9
citations
affvenueaboutunlabeled
Lessons Learned Through Community-Engaged Planning
Robert Patrick, Laura Machial, Kendra Quinney, Len Quinney
2017· article· en· International Indigenous Policy Journal· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+research_integrityconsensus · none
8
citations
affunlabeled
Vivre avec la pénurie d’eau à Recife
Paul Cary, Armelle Jacquemot, Tadeu Giglio, Ana Maria Silva de Melo
2014· article· fr· Espace populations sociétés· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
afffundunlabeled
The potential politics of the porous city
Theresa Enright, Nathan Olmstead
2023· article· en· Environment and Planning D Society and Space· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations

How this was built: Screen · Findings · About