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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
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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.

1,277 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.
1,277 works in the cohort · of 4,299,418page 1 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.

affno abstractunlabeled
Encyclopedia of Engineering Geology
2016· book· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · metaepi_narrow
45
citations
aboutno affunlabeled
Fold–thrust structures – where have all the buckles gone?
Robert W. Butler, Clare E. Bond, Mark A. Cooper, Hannah Watkins
2019· article· en· Geological Society London Special Publications· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
41
citations
affunlabeled
GeoSciML: Enabling the Exchange of Geological Map Data
Bruce Simons, Éric Boisvert, Boyan Brodaric, Simón Cox, Tim Duffy, Bruce R. Johnson +2 more
2006· article· en· ASEG Extended Abstracts· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
33
citations
affunlabeled
3D GIS as a support for mineral discovery
E A de Kemp, Thomas Monecke, Morteza Sheshpari, Emma I. Girard, K Lauzière, Eric Grunsky +4 more
2011· article· en· Geochemistry Exploration Environment Analysis· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
33
citations
affno abstractunlabeled
Boundary modeling with moving least squares
John G. Manchuk, Clayton V. Deutsch
2019· article· en· Computers & Geosciences· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Loop - Enabling 3D stochastic geological modelling
Laurent Aillères, Mark Jessell, E A de Kemp, Guillaume Caumon, Florian Wellmann, Lachlan Grose +6 more
2019· article· en· ASEG Extended Abstracts· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
29
citations
affunlabeled
Enabling WebGL
Catherine Leung, Andor Salga
2010· article· en· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
29
citations
affunlabeled
Geophysical inversion for 3D contact surface geometry
Christopher Galley, Peter G. Lelièvre, Colin G. Farquharson
2020· article· en· Geophysics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
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