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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
aboutaboutness

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

1,790 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 9 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.

venueno affno abstractunlabeled
Speculative and constructively critical GIS
Jim Thatcher, Luke Bergmann, David O’Sullivan
2018· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
9
citations
affaboutunlabeled
<scp>GIS</scp> : History
Nigel Waters
2018· other· en· International Encyclopedia of Geography· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
fundno affunlabeled
Digital Earth in Australia
Zaffar Sadiq Mohamed-Ghouse, Cheryl Desha, Luis Perez-Mora
2019· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
uMap: A Free Open-Source Alternative to Google My Maps
Sepideh Shahamati, Léa Denieul-Pinsky, Yannick Baumann, Emory Shaw, Sébastien Caquard
2022· article· en· Cartographic Perspectives· Social Sciences
distilled prediction:candidate · stsconsensus · none
8
citations
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How this was built: Screen · Findings · About