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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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Geological Modeling and Analysis
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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.

1,277 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,277 works in the cohort · of 4,299,418page 8 of 26

Labels cover 0 of 1,277 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 1,277 of 1,277 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Surficial geology, Stanolind Creek, British Columbia
David Huntley, A S Hickin, W Chow, M Mirmohammadi
2013· report· en· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affaboutno abstractunlabeled
Surficial geology, Flin Flon, Manitoba-Saskatchewan
P J Henderson, I McMartin
2008· report· en· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affvenueaboutno abstractunlabeled
Geology of the Manitoba Legislative Building
Jeff Young, Graham A. Young
2012· article· en· Geoscience Canada· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
3D geological modelling
Ernst Schetselaar
2014· report· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affaboutunlabeled
Surficial geology, Sosnowski Lake, Manitoba
Michelle Trommelen, J E Campbell
2012· report· it· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Datasets to support geoscience language models
Stefania Raimondo, Tongbao Chen, Alexander Zakharov, Loïc Brin, D Kur, Juan Hui +3 more
2021· report· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Geological Survey of Canada field data model
G Huot-Vézina, Éric Girard, Robert Cocking
2024· report· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Geological Controls and Block Modeling
Mario E. Rossi, Clayton V. Deutsch
2013· book-chapter· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Anticipated Technological Advances
Matthew Lato, Robin Harrap, Kelsey MacCormack
2021· other· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affno abstractunlabeled
Hydrogeology of a Transboundary Sandstone Aquifer, Quebec - New York
Miroslav Nastev, Charles Lamontagne, Roger H. Morin, John Williams, Marc-André Lavigne, Anne Croteau +4 more
2005· article· en· AGUFM· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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