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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
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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 10 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.

aboutno affunlabeled
The infrastructures of knowing
Emma Cardwell, Solveig Joks, John Law
2024· book-chapter· en· Edward Elgar Publishing eBooks· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
aboutno affunlabeled
Indigenising Water
Mark W. Watson
2022· article· en· Third Text· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
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
aboutno affunlabeled
Still Working After All These Years
Carol Carpenter
2003· article· en· Opflow· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Seeping, maintaining, flooding and repairing
Perdita Phillips
2022· article· en· Swamphen a Journal of Cultural Ecology (ASLEC-ANZ)· Social Sciences
distilled prediction:candidate · sts+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
affunlabeled
Public versus Private
2024· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundaboutunlabeled
Embedded Bordering
Joshua K. McEvoy, Liam Midzain-Gobin
2021· article· en· Borderlands Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Owning a River
Zachary Colbert
2024· article· en· Journal of Architectural Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Moving Water from Last to First in the Peace Process
David B. Brooks, Julie Trottier, Giulia Giordano
2019· book-chapter· en· SpringerBriefs on case studies of sustainable development· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
On the Invention of the Alphabet
Robert D. Holmstedt
2019· article· en· Maarav· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueaboutunlabeled
L’EAU : UN DROIT POUR TOUS OU UN BIEN POUR CERTAINS
Jérôme Dupont-Rachiele, Daniel Prévost, Sébastien Raymond
2020· article· fr· Revue québécoise de droit international· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
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
The Penstocks
Stacy Leigh Pigg
2019· article· en· Roadsides· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About