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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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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 20 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.

affvenueunlabeled
The data is falling!
Martin Chandler
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
aboutno affunlabeled
Geographic Information Systems
Paula Cristina Almeida Remoaldo, Vítor Ribeiro, Hélder Silva Lopes, Sara Silva
2017· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
1
citations
affunlabeled
In memory of Stanislav Martinát (1976–2023)
Bohumil Frantál, Stephan Bartke, Justyna Chodkowska‐Miszczuk, Oleg Golubchikov, Bryn Greer‐Wootten, Pavel Klapka +6 more
2023· article· en· Moravian Geographical Reports· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affno abstractunlabeled
PART I. CONCEPTS IN CANADIAN GEOGRAPHY
Rémy Tremblay, Hugues Chicoine
2016· book-chapter· en· Peter Lang eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Internet access to topographic data
David Finley
2019· article· en· GEOMATICA· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Geospatial: An Open Source Microcosm
Paul Ramsey
2009· article· en· ˜The œopen source business resource· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · none
0
citations
venueno affunlabeled
Advice to Contributors
2019· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
venueno affno abstractunlabeled
Maps and Biased Familiarity: Cognitive Distance
Robert Lloyd, Dave K Patton
2011· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
What about flows, networks and movements in the geoweb?
Françoise Bahoken, Étienne Côme, Laurent Jégou, Marion Maisonobe, Grégoire Le Campion
2018· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
BOLD MOVE UP NORTH
John D Schulz
2000· article· en· Traffic world· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Mobile Map Services
University Research Chair
2009· book-chapter· en· Encyclopedia of Database Systems· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Web GIS and Knowledge Management Systems
Brad C. Mason, Suzana Dragićević
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About