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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.

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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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Study design
Label agreement
Label status

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 ·
Categories
Machine labels · sparse coverage
Evidence
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 1 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
A Manifesto for Abundant Futures
2014· article· en· Annals of the Association of American Geographers· Social Sciences
distilled prediction:candidate · noneconsensus · none
314
citations
affno abstractunlabeled
Urban Political Ecology <sup>1</sup>
2003· article· en· Urban Geography· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
282
citations
affno abstractgemma · stsgpt · no categorymodels split
Water: Political, biopolitical, material
2012· article· en· Social Studies of Science· Social Sciences
distilled prediction:candidate · stsconsensus · sts
270
citations
affunlabeled
Towards the socio-ecological fix
2015· article· en· Environment and Planning A Economy and Space· Social Sciences
distilled prediction:candidate · noneconsensus · none
128
citations
affunlabeled
A political ecology of data
2021· article· en· Environment and Planning E Nature and Space· Social Sciences
distilled prediction:candidate · noneconsensus · none
108
citations
affunlabeled
Reviewing rescaling
2014· article· en· Progress in Human Geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
102
citations
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How this was built: Screen · Findings · About