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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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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
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.

1,790 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.
1,790 works in the cohort · of 4,299,418page 23 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. 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.

aboutno affunlabeled
Taking Stock
John A. Wilson, Stewart Fotheringham, David O’Sullivan
2010· article· en· Transactions in GIS· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Map
Nicholas David, Carol Kramer
2001· book-chapter· en· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Spatio-Temporal Approximation
2009· book-chapter· en· Encyclopedia of Database Systems· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Geographical Databases
Ling Liu, M. TAMER ÖZSU
2009· book-chapter· en· Encyclopedia of Database Systems· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Editorial
Jeremy W. Crampton
2008· editorial· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
LEONSEGS
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
LEONSEGS
2025· article· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Un GPS pour le Canada
2021· book-chapter· fr· Les Presses de l'Université de Montréal eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)84614-0
2000· article· en· Time to knit· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Tables and Illustrations
2014· book-chapter· en· University of Manitoba Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
In memoriam M. John Hodgson 1942–2024
Niko Yiannakoulias
2024· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Historical GIS Studies in Canada
2014· book-chapter· en· University of Calgary Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Front Matter
2007· paratext· en· University of British Columbia Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
GEO volume 154 issue 2 Cover and Back matter
Andrew Goudie, Heather Viles, Olav Slaymaker, Denys Brunsden, Ellen Wohl, Michael Crozier
2017· paratext· en· Geological Magazine· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Data and Technological Spatial Politics
Yaya Baumann, Janna Frenzel, Emanuel Guay, Leonora Indira King, Alex Megelas, Alessandra Renzi +6 more
2024· book-chapter· en· Bristol University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Map of Métis Communities
2021· book-chapter· en· University of Manitoba Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)82522-2
2000· article· en· Time to knit· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueaboutno affunlabeled
The Canadian Cartographic Association
2005· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About