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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 5 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.

fundno affunlabeled
Water Transfer from Peri-urban to Urban Areas
Anjal Prakash, Sreoshi Singh, Lieuwe Brouwer
2015· article· en· Environment and Urbanization Asia· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
The Infrastructural Imagination
Theresa Enright
2022· article· en· Journal of Urban Technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affvenueunlabeled
Guest Editors' Introduction
Daniel Shrubsole, Laura Murphy
2012· article· en· International Indigenous Policy Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
aboutno affunlabeled
Rights to water an indigenous right
Valmaine Toki
2012· article· en· Research Commons (University of Waikato)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
14
citations
aboutno affunlabeled
Contested Water
Joanna L. Robinson
2013· book· en· The MIT Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Knowledge infrastructures: Part II
Helena Karasti, Florence Millerand, Christine Hine, Geoffrey C. Bowker
2016· article· en· Science & Technology Studies· Social Sciences
distilled prediction:candidate · stsconsensus · sts
13
citations
affunlabeled
Pollution is colonialism
Jacqueline Stagner
2021· article· en· International Journal of Environmental Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affaboutunlabeled
A dam tale
Thomas Schneider, Michele Andreaus
2018· article· en· Sustainability Accounting Management and Policy Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
12
citations

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