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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
Retraction
Abstract
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Label agreement
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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
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 11 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
Water and Poverty
Ben Crow, Brent Swallow
2017· book· en· Oxford University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Advancing gender equity through water (SDG 5)
Alice Bouman Dentener, Corinne J. Schuster‐Wallace
2024· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affvenueaboutunlabeled
River Energies
David Jaclin, Nicolas Cadieux, Marie Lecuyer
2025· article· en· Anthropologica· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Societal Values, Water and Public Policy
Carolyn Johns, Samantha Stewart
2021· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Water – Holy and Wholesome?
John Gibaut, Maike Gorsboth
2010· article· en· The Ecumenical Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Ethics of Infrastructure Reinvestment
Rebecca Dziedzic
2020· book-chapter· en· Water security in a new world· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
A Cultural History of Waste Disposal
B.R. Lawson
2024· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Uncharted territory
Waël C. Hanna
2019· letter· en· Journal of Thoracic Disease· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Infrastructural Unrest
Jamie Allen
2021· article· en· Electronic workshops in computing· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Qu’est-ce qu’un grand fleuve ?
Jacques Bethemont
2003· article· fr· VertigO· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affno abstractunlabeled
Still in Critical Demand?
Nico Trocmé
2016· article· en· Canadian social work review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Working on Water: Introduction
Sharon R. Roseman
2019· article· en· Anthropology of Work Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Water and Ocean
Alexis Shotwell
2017· article· en· Cultural Studies Review· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
aboutno affunlabeled
Infrastructural Times
2024· book· en· Policy Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations

How this was built: Screen · Findings · About