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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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Canadian Geographies / Géographies canadiennes
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,198 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.
1,198 works in the cohort · of 4,299,418page 2 of 24

Labels cover 0 of 1,198 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 1,198 of 1,198 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Critical GIS as a tool for social transformation
Marianna Pavlovskaya
2018· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
76
citations
affvenueaboutunlabeled
Immigrants and homelessness—at risk in Canada's outer suburbs
Valerie Preston, Robert A. Murdie, Jane Wedlock, Sandeep Agrawal, Uzo Anucha, Silvia D’Addario +3 more
2009· article· en· Canadian Geographies / Géographies canadiennes· Health Professions
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
68
citations
affvenueaboutunlabeled
Canada and the political geographies of rights
Nicholas Blomley, Geraldine Pratt
2001· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · stsconsensus · sts
59
citations
venueno affunlabeled
Counter‐mapping data science
Craig M. Dalton, Tim Stallmann
2017· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · sts
57
citations
affvenueunlabeled
Operating anew: Queering GIS with good enough software
Jen Jack Gieseking
2017· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
55
citations
affvenueaboutunlabeled
The creative destruction of Niagara‐on‐the‐Lake
Clare Mitchell, Greg Atkinson, Andrew Clark
2001· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · stsconsensus · sts
53
citations
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