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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 security in a new world
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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.

16 results · 1 filter active ·
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20162024
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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.
16 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 16 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 16 of 16 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Imagining Industan
Robert G. Wirsing, Zafar Adeel
2016· book· en· Water security in a new world· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
16
citations
affno abstractunlabeled
The Human Face of Water Security
Robert Sandford, Zafar Adeel, David J. Devlaeminck
2017· book· en· Water security in a new world· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
11
citations
affno abstractunlabeled
Pathways to a Water Secure Community
Corinne J. Schuster‐Wallace, Sarah Dickson‐Anderson
2017· book-chapter· en· Water security in a new world· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
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
affno abstractunlabeled
The Human Face of Water Insecurity
Robert Sandford
2017· book-chapter· en· Water security in a new world· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
3
citations
affunlabeled
Water-Food Equation in Central and South Asia
Manzoor Qadir
2024· book-chapter· en· Water security in a new world· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affaboutno abstractunlabeled
Water Security Challenges in the Canadian Arctic
Andrew S. Medeiros, Alannah Niemeyer
2020· book-chapter· en· Water security in a new world· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
2
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
affno abstractunlabeled
Going to the Well: Water as a Community Builder
Jennifer Fresque-Baxter, Erin Kelly
2017· book-chapter· en· Water security in a new world· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Conclusion
Robert G. Wirsing
2016· book-chapter· en· Water security in a new world· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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