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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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Geographic Information Systems Studies
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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
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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.

1,790 results · 1 filter active ·
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20002025
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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.
1,790 works in the cohort · of 4,299,418page 5 of 36

Labels cover 3 of 1,790 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 1,790 of 1,790 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Confronting the hype
Ana Brandusescu, Renée Sieber, Sylvie Jochems
2015· article· en· Convergence The International Journal of Research into New Media Technologies· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
26
citations
venueno affunlabeled
Two decades on: Critical GIScience since 1993
Michael F. Goodchild
2014· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
26
citations
affvenueaboutunlabeled
Critical GIScience in Canada in the new millennium
Nadine Schuurman
2009· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
23
citations
venueno affunlabeled
New lines? Enacting a social history of GIS
Matthew W. Wilson
2014· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
23
citations
afffundunlabeled
Searching for social justice in GIScience publications
Logan Cochrane, Jon Corbett, Mike Evans, Mark Gill
2016· article· en· Cartography and Geographic Information Science· Social Sciences
distilled prediction:candidate · stsconsensus · sts
22
citations
venueno affunlabeled
The Socialization of GIS
Sara McLafferty
2004· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
19
citations
affunlabeled
TrailMap
Jian Zhao, Daniel Wigdor, Ravin Balakrishnan
2013· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
affunlabeled
White rooms and morphing don't mix
Derek Reilly, Kori Inkpen
2007· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Map Style Formalization: Rendering Techniques Extension for Cartography
Sidonie Christophe, Bertrand Duménieu, Jérémie Turbet, Charlotte Hoarau, Nicolas Mellado, Jérémie Ory +8 more
2016· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
19
citations

How this was built: Screen · Findings · About