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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
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venuejournal
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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 4 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.

venueno affunlabeled
The Practices of Mapping
Rob Kitchin
2008· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
36
citations
venueno affunlabeled
Reimagining GIScience for relational spaces
Luke Bergmann, David O’Sullivan
2017· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
35
citations
affno abstractunlabeled
Infrastructure for the Geospatial Web
Ron Lake, Jim Farley
2007· book-chapter· en· Advanced information and knowledge processing· Social Sciences
distilled prediction:candidate · stsconsensus · none
35
citations
afffundno abstractunlabeled
Geographic Visualization in Archaeology
Neha Gupta, Rodolphe Devillers
2016· article· en· Journal of Archaeological Method and Theory· Social Sciences
distilled prediction:candidate · noneconsensus · none
35
citations
afffundvenueaboutunlabeled
The true cost of spatial data in Canada
Brian Klinkenberg
2003· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
34
citations
affunlabeled
Tool or Toy? Virtual Globes in Landscape Planning
Olaf Schroth, Ellen Pond, Cam Campbell, Petr Čížek, Stephen Bohus, Stephen R.J. Sheppard
2011· article· en· Future Internet· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
venueno affunlabeled
The Discourse and Discipline of GIS
Kevin St. Martin, John Wing
2007· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
29
citations
affvenueaboutno abstractunlabeled
Geographies of Aboriginal people in Canada
Evelyn J. Peters
2001· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
28
citations
affno abstractunlabeled
Open spatial sciences: an introduction
Antonio Páez
2021· article· en· Journal of Geographical Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
28
citations
venueno affunlabeled
The Utopian Potential of GIS
Stacy Warren
2004· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
28
citations
afffundunlabeled
IMPROVING VOLUNTEERED GEOGRAPHIC DATA QUALITY USING SEMANTIC SIMILARITY MEASUREMENTS
Arnaud Vandecasteele, Rodolphe Devillers
2013· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
27
citations
affvenueaboutunlabeled
Mapping Traditional Knowledge: Digital Cartography in the Canadian North
Nate J. Engler, Teresa Scassa, D. R. Fraser Taylor
2013· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
27
citations
venueno affunlabeled
Our GIS is too small
Mark Gahegan
2017· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
27
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
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