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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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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.

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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.

134 results · 1 filter active ·
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20072025
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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.
134 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 134 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 134 of 134 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
GIS‐Based Multiple‐Criteria Decision Analysis
Randal Greene, Rodolphe Devillers, J. Luther, Brian G. Eddy
2011· article· en· Geography Compass· Environmental Science
machine prediction:candidate · noneconsensus · none
352
citations
affunlabeled
Geographies of Policy Mobilities
Cristina Temenos, Eugene McCann
2013· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
320
citations
afffundunlabeled
Unsettling decolonizing geographies
Sarah de Leeuw, Sarah Hunt
2018· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
241
citations
afffundunlabeled
Autoethnography
David Butz, Kathryn Besio
2009· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
239
citations
affunlabeled
Carbon and Nitrogen Cycling in Snow‐Covered Environments
P. D. Brooks, Paul Grogan, Pamela H. Templer, Peter M. Groffman, Mats Öquist, J. Schimel
2011· article· en· Geography Compass· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
236
citations
afffundunlabeled
What is a settler‐colonial city?
David Hugill
2017· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
103
citations
afffundunlabeled
Toward feminist geographies of cycling
Léa Ravensbergen, Ron Buliung, Nicole Laliberté
2019· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
98
citations
affunlabeled
Environmental Economic Geography
Roger Hayter
2008· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
77
citations
afffundunlabeled
New cities: Power, profit, and prestige
Sarah Moser, Laurence Côté‐Roy
2020· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
52
citations
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