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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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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 16 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
Introduction
Benoit Éthier, Justine Gagnon, Christian Coocoo
2025· article· fr· Revue d’études autochtones· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
The ISPRS Student Consortium: From launch to tenth anniversary
Urša Kanjir, Ivan Detchev, S. R. Reyes, Ayfer Aktaş, C. Y. Lo, Hiroyuki Miyazaki
2014· 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
2
citations
affunlabeled
Introduction to the OGC Geodatacube Standard Working Group
Alexander Jacob, Miruna Stoicescu, Ryan Ahola, Peter Zellner, Richard Conway, Claudio Iacopino +1 more
2023· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)84398-5
2000· article· en· Time to knit· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Hardware-Accelerating 2D Web Maps: A Case Study
Gábor Farkas
2019· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
venueno affunlabeled
Cartographic Inference: A Peircean Perspective
Gordon Cromley
2020· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
2
citations
affaboutunlabeled
To Catch A Coney Fish With Bare Hands
J. Christensen
2013· article· en· Geographical Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Geographic Information Systems
Eva Dodsworth
2024· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Community-based Pedestrian Mapmaking
Konstantinos Chorianopoulos
2014· article· en· The Journal of Community Informatics· Social Sciences
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
Media Environments
Rafico Ruiz
2015· article· en· Journal of Northern Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Geographies of Environmental Data 1
Max Ritts
2025· article· en· Progress in Environmental Geography· Social Sciences
distilled prediction:candidate · stsconsensus · none
2
citations
venueno affunlabeled
Bedolina: Map or Tridimensional Model?
Emanuela Casti
2018· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
Towards a Conceptual Framework for WikiGIS
Wided Batita, Stéphane Roche, Yvan Bédard, Claude Caron
2014· article· en· Future Internet· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
A User Study of a Map-Based Slideshow Editor
Hideyuki Fujita, Masatoshi Arikawa
2011· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)91895-b
2000· article· en· Time to knit· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Cybercartography and Traditional Knowledge
Teresa Scassa, Tracey P. Lauriault, D. R. Fraser Taylor
2014· book-chapter· en· Modern cartography· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
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