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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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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 11 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
Smartphone-Based School Atlases?
José Jesús Reyes Nuñez
2013· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
6
citations
affunlabeled
Artificial Intelligence
Éric Guérin, Orhun Aydin, Ali Mahdavi‐Amiri
2019· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
afffundunlabeled
EXPLORING SCHEMA MATCHING TO COMPARE GEOSPATIAL STANDARDS: APPLICATION TO UNDERGROUND UTILITY NETWORKS
J. Pouliot, Suzie Larrivée, Claire Ellul, A. Boudhaim
2018· 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
6
citations
fundno affunlabeled
Does DE need a C? A proposal for a DE curriculum
Tim Foresman, Sven Schade, Yola Georgiadou, Josef Strobl
2013· article· en· International Journal of Digital Earth· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
Maps as Predictive Tools: Mind the Gap
Ferjan Ormeling, M.J. Kraak
2008· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
6
citations
affno abstractunlabeled
Web Places: Using Intermediaries to Add People to the Web
Paul P. Maglio, Rob Barrett, Stephen Farrell
2003· book-chapter· en· Computer supported cooperative work· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Using clustering methods in geospatial information systems
Xin Wang, Howard J. Hamilton
2008· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
From Paper Map to Geospatial Vector Layer
Peter Peller
2018· article· en· IASSIST Quarterly· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
venueno affunlabeled
2008 RGS/IBG Annual International Conference
Chris Perkins, Martin Dodge
2009· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
5
citations
affaboutunlabeled
<scp>GIS</scp> : History
Nigel Waters
2017· other· en· International Encyclopedia of Geography· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affaboutunlabeled
How to improve geospatial data usability: from metadata to quality-aware GIS community
Rodolphe Devillers, Y. Bedard, M. Gervais, Robert Jeansoulin, François Pinet, Michel Schneider +4 more
2007· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · metaresearch+open_science
5
citations
affno abstractunlabeled
Conclusion and the Future of Cybercartography
D. R. Fraser Taylor, Tracey P. Lauriault
2014· book-chapter· en· Modern cartography· Social Sciences
distilled prediction:candidate · stsconsensus · none
5
citations
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