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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.

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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 3 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.

affno abstractunlabeled
Geographic Information Services
2009· book-chapter· en· Encyclopedia of Database Systems· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
venueno affunlabeled
Data Intermediation and Beyond: Issues for Web-Based PPGIS
Sidney Wong, Yang Liang Chua
2001· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
49
citations
venueno affunlabeled
A Cartographic Framework for Visualizing Risk
John C. Kostelnick, Dave McDermott, Rex J. Rowley, Nathaniel Bunnyfield
2013· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
49
citations
venueno affunlabeled
Performative Atlases: Memory, Materiality, and (Co-)Authorship
Veronica della Dora
2009· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
46
citations
affunlabeled
The<b>PySAL</b>Ecosystem: Philosophy and Implementation
Sergio J. Rey, Luc Anselin, Pedro Amaral, Daniel Arribas‐Bel, Renan Xavier Cortes, James Gaboardi +7 more
2021· article· en· Geographical Analysis· Social Sciences
distilled prediction:candidate · stsconsensus · none
46
citations
venueaboutno affunlabeled
Theorizing Indigital Geographic Information Networks
Mark H. Palmer
2012· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
42
citations
affno abstractunlabeled
Guest editorial: theorizing the geoweb
Agnieszka Leszczynski, Matthew W. Wilson
2013· editorial· en· GeoJournal· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
41
citations
affvenueunlabeled
Introduction: The Limits to Deconstructing the Map
Reuben Rose‐Redwood
2015· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
41
citations
aboutno affunlabeled
Who owns the Map Legend
Giacomo Rambaldi
2005· article· en· Socio-Environmental Systems Modeling· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
39
citations
venueno affunlabeled
GIS CARTOGRAPHY: A GUIDE TO EFFECTIVE MAP DESIGN
Daniel G. Cole
2010· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
38
citations
affunlabeled
Collaborative Geographic Information Systems
Shivanand Balram, Suzana Dragićević
2006· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
38
citations
venueno affunlabeled
Going Viral: The Look of Online Persuasive Maps
Ian Muehlenhaus
2014· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
37
citations
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

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