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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.

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 10 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.

fundno affunlabeled
Digital Earth in Australia
Zaffar Sadiq Mohamed-Ghouse, Cheryl Desha, Luis Perez-Mora
2019· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
aboutno affunlabeled
Counter-Mapping as Assemblage
Gwilym Eades, Yingqin Zheng
2014· book-chapter· en· IFIP advances in information and communication technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Universality is Inescapable
Claudio Gnoli, Rick Szostak
2015· article· en· Advances in Classification Research Online· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
WHAT ISWEBMAPPING ANYWAY?
Bert Veenendaal, Maria Antonia Brovelli, Songnian Li, Ivana Ivánová
2017· 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
7
citations
venueno affunlabeled
Coordinate Questions in the Web Environment
Andrea Favretto
2014· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
7
citations
venueno affunlabeled
OpenEventMap: A Volunteered Location-Based Service
Khatereh Polous, Jukka M. Krisp, Liqiu Meng, Bibek Shrestha, Jiajian Xiao
2015· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
7
citations
aboutno affunlabeled
ETANA-GIS
Douglas Gorton, Rao Shen, Naga Srinivas Vemuri, Weiguo Fan, Edward A. Fox
2006· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
Un système intégré d'aide à la décision pour gérer le territoire en tenant compte des dimensions environnementale et participative du développement durable. Le cas du SIAD Outaouais, Québec, Canada / An integrated system of computer assisted decision-making for spatial participative management. The case of the Outaouais region of Quebec
Marie-Josée Côté, Gaetan Poulin, Carlo Prévil, Benoît Saint-Onge, Jean‐Philippe Waaub
2001· article· fr· Géocarrefour· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
7
citations
affunlabeled
Qualité de l'information géographique
Rodolphe Devillers, Robert Jeansoulin
2005· preprint· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
7
citations
affunlabeled
Landscape Grammar 2: Implementation
Kevin Mayall, G. Brent Hall
2007· article· en· Environment and Planning B Planning and Design· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Collaborative Geographic Information Systems
Shivanand Balram, Suzana Dragićević
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Dynamic Concept Maps
John C. Nesbit, Olusola Adesope
2005· article· en· EdMedia: World Conference on Educational Media and Technology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
venueno affunlabeled
Sculpting, Cutting, Expanding, and Contracting the Map
Nick Lally
2022· article· fr· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
7
citations
venueno affunlabeled
Extending the Power of the Concept Map
Graham Passmore
2004· article· en· Alberta Journal of Educational Research· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Classics in physical geography revisited
B. H. Luckman
2000· article· en· Progress in Physical Geography Earth and Environment· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations

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