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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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Geography Compass
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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.

134 results · 1 filter active ·
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20072025
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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.
134 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 134 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 134 of 134 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Geography and Biopolitics
Stephanie Rutherford, Paul Rutherford
2013· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
39
citations
affunlabeled
The Future of Geomorphology
Olav Slaymaker
2008· article· en· Geography Compass· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
39
citations
afffundunlabeled
Smoking’s Shrinking Geographies
Damian Collins, Amy Procter
2011· article· en· Geography Compass· Medicine
machine prediction:candidate · noneconsensus · none
38
citations
afffundunlabeled
“Celebrated, not just endured:” Rethinking Winter Cities
Madeleine Dion Stout, Damian Collins, Sophie L. Stadler, Ranon Soans, Emma Sanborn, Robert Summers
2018· article· en· Geography Compass· Environmental Science
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Practicing Collective Biography
Roberta Hawkins, Karen Falconer Al‐Hindi, Pamela Moss, Leslie Kern
2016· article· en· Geography Compass· Social Sciences
machine prediction:candidate · noneconsensus · none
31
citations
afffundunlabeled
Comparing spatial patterns
Jed Long, Colin Robertson
2017· article· en· Geography Compass· Environmental Science
machine prediction:candidate · noneconsensus · none
31
citations
afffundunlabeled
Contagious Cities
S. Harris Ali, Roger Keil
2007· article· en· Geography Compass· Mathematics
machine prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Casino Cities
John Hannigan
2007· article· en· Geography Compass· Psychology
machine prediction:candidate · noneconsensus · none
20
citations
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