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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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Journal of Geochemical Exploration
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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.

157 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.
157 works in the cohort · of 4,299,418page 1 of 4

Labels cover 1 of 157 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 157 of 157 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
A review on pyrrhotite oxidation
Nelson Belzile, Yuwei Chen, Meifang Cai, Yuerong Li
2004· review· en· Journal of Geochemical Exploration· Engineering
distilled prediction:candidate · noneconsensus · none
347
citations
affno abstractunlabeled
A groundwater isoscape (δD, δ18O) for Mexico
Leonard I. Wassenaar, Steven L. Van Wilgenburg, Keith Larson, Keith A. Hobson
2009· article· en· Journal of Geochemical Exploration· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
189
citations
affno abstractunlabeled
The single component geochemical map: Fact or fiction?
Jennifer McKinley, Karel Hron, Eric Grunsky, Clemens Reimann, Peter Filzmoser, K. Gerald van den Boogaart +1 more
2015· article· en· Journal of Geochemical Exploration· Computer Science
distilled prediction:candidate · noneconsensus · none
80
citations
afffundaboutno abstractunlabeled
Trace element distribution in primary sulfides and Fe–Ti oxides from the sulfide-rich pods of the Lac des Iles Pd deposits, Western Ontario, Canada: Constraints on processes controlling the composition of the ore and the use of pentlandite compositions in exploration
Charley J. Duran, Sarah‐Jane Barnes, John T. Corkery
2016· article· en· Journal of Geochemical Exploration· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
57
citations
affno abstractunlabeled
A feather hydrogen isoscape for Mexico
Keith A. Hobson, Steven L. Van Wilgenburg, Keith Larson, Leonard I. Wassenaar
2009· article· en· Journal of Geochemical Exploration· Environmental Science
distilled prediction:candidate · noneconsensus · none
26
citations
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