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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 ·
Categories
Machine labels · sparse coverage
Evidence
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 1 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
Open access to Earth land-cover map
2014· letter· en· Nature· Social Sciences
distilled prediction:candidate · scholarly_communication+research_integrity+insufficient_payloadconsensus · research_integrity
783
citations
aboutno affunlabeled
Web-a-where
2004· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
532
citations
aboutno affunlabeled
MAPPING INDIGENOUS LANDS
2005· article· en· Annual Review of Anthropology· Social Sciences
distilled prediction:candidate · noneconsensus · none
453
citations
fundno affunlabeled
Next-generation Digital Earth
2012· article· en· Proceedings of the National Academy of Sciences· Social Sciences
distilled prediction:candidate · noneconsensus · none
385
citations
venueno affunlabeled
A Beast in the Field: The Google Maps Mashup as GIS/2
2006· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
236
citations
affunlabeled
Cartography I
2011· article· en· Progress in Human Geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
231
citations
aboutno affunlabeled
Satellite Culture
2005· article· en· Current Anthropology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
227
citations
aboutno affunlabeled
Reimagining the history of GIS
2018· article· en· Annals of GIS· Social Sciences
distilled prediction:candidate · noneconsensus · none
139
citations
venueno affunlabeled
Maps and Journeys: An Ethno-methodological Investigation
2005· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
130
citations
fundvenueno affunlabeled
Feminist geographies of new spatial media
2014· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
128
citations
affno abstractunlabeled
The potential of Web-based GIS
2004· article· en· Journal of Geographical Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
126
citations
affunlabeled
Big data, little history
2013· article· en· Dialogues in Human Geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
122
citations
affunlabeled
Geography Markup Language
2006· article· en· Data Science Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
105
citations
afffundunlabeled
Ontology‐Based Metadata
2006· article· en· Transactions in GIS· Social Sciences
distilled prediction:candidate · noneconsensus · none
104
citations
affno abstractunlabeled
The Concept of Cybercartography
2003· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
103
citations
venueno affunlabeled
Geographic Information Technologies and Personal Privacy
2005· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
94
citations
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