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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.

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 28 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. 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.

venueno affno abstractunlabeled
Issue Information / Dans ce numéro
2020· paratext· fr· Canadian Geographies / Géographies canadiennes· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
PRAGMATICS DRIVEN LAND COVER SERVICE COMPOSITION UTILIZING BEHAVIOR-INTENTION MODEL
Hao Wu, Jun Chen, Huaqiao Xing, Songnian Li, Juju Hu
2016· 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
machine prediction:candidate · noneconsensus · none
0
citations
venueno affRetractionunlabeled
Retraction
2016· article· en· Canadian Journal of Remote Sensing· Social Sciences
machine prediction:candidate · research_integrityconsensus · none
0
citations
aboutno affunlabeled
Professor Eric Brown, 1922–2018
Hugh Clout
2018· article· en· Geographical Journal· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
A thank-you, long overdue
Tom Koch
2017· article· en· Cartographic Perspectives· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
State of the Bulletin
Martin Chandler, Saman Goudarzi, Meg Miller, Paul Pival
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Crossroads - Bridging the Digital Divide
David A. Cobb
2005· article· en· LIBER Quarterly The Journal of the Association of European Research Libraries· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Book Reviews
Sarah Simpkin
2020· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
On Comparisons in Map Art
Sydney Hart, Emily Carr
2024· article· en· Public· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Web GIS and Knowledge Management Systems
Brad C. Mason, Suzana Dragićević
2008· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundvenueaboutunlabeled
Bulletin Report – GIS Days 2022
L Sutherland, Francine Berish, Martin Chandler, René Duplain, Jordan Michael Fuller, Kara Handren +2 more
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
PREFACE: TECHNICAL COMMISSION IV ON SPATIAL INFORMATION SCIENCE
Sisi Zlatanova, Suzana Dragićević, G. Sithole
2020· 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
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Situating GIS Services: New Neighbours and Spaces
Barbara Znamirowski
2019· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Book Reviews
Paul Pival, Rhys Stevens, Francine Berish, Zack MacDonald
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About