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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.

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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 13 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.

affvenueaboutunlabeled
Public Crime Mapping in Canada: Interpreting RAIDS Online
Alexander Eikelboom, Elysia Martini, Luisa Ruiz, Alison D. St. Pierre, Ali S. Tejani
2017· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
4
citations
venueno affunlabeled
A User Study of Experimental Maps for Outdoor Activities
Juha Oksanen, Hanna-Marika Halkosaari, Tapani Sarjakoski, L. Tiina Sarjakoski
2014· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
4
citations
venueno affno abstractunlabeled
The Use of Maps in the Exploration of Geographic Data
Mark Denil
2006· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
4
citations
affunlabeled
Vers une cartographie géo-lexicale
William Martínez
2011· article· fr· In Situ· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Web and translation
Deborah A. Folaron
2010· book-chapter· en· Handbook of translation studies· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
venueno affunlabeled
The Lost Meridian of the ’Aha Makhav
Joe Weber
2021· article· fr· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
4
citations
affunlabeled
Coastal Atlas Interoperability
Yassine Lassoued, Luis Bermúdez, Karen Stocks, Eoin O’Grady, Anthony W. Isenor, Paul R. Alexander
2010· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affvenueunlabeled
Exploring Interactions of People, Places and Information
Pamela J. McKenzie, Catie Johnson, Sarah Stevenson
2014· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
4
citations
affunlabeled
Critical <scp>GIScience</scp>
Nadine Schuurman
2017· other· en· International Encyclopedia of Geography· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
venueno affunlabeled
Using Hachures to Construct a 3D Doline Model Automatically
Nai Yang, Lin Wan, Guizhou Zheng, Jie Yang
2015· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Indigenous Mapping
Jon Corbett, Jeff Hackett, Rachel Olsen, Steve DeRoy
2019· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
afffundunlabeled
Improved Routing on the Delaunay Triangulation
Nicolas Bonichon, Prosenjit Bose, Jean-Lou De Carufel, Vincent Despré, Darryl Hill, Michiel Smid
2018· article· en· DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)· Social Sciences
distilled prediction:candidate · stsconsensus · none
3
citations
affno abstractunlabeled
Standardization
Wolfgang Kresse, Dávid Dankó, Kian Fadaie
2022· book-chapter· en· Springer handbooks· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
3
citations
affunlabeled
GIScience II: Disability GIS
Victoria Fast, Shiloh Deitz
2025· article· en· Progress in Human Geography· Social Sciences
distilled prediction:candidate · stsconsensus · sts
3
citations
afffundno abstractunlabeled
Definition: Topographical disorientation
Giuseppe Iaria, Ford Burles
2021· article· en· Cortex· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
SPATIAL DATA INFRASTRUCTURE. BENEFITS AND STRATEGY
Tarik Chafiq, Octavian Groza, Hassane Jarar Oulid, Ahmed Fekri, Alexandru - George Rusu, Abderrahim Saadane
2015· article· ro· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
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