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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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Metal Extraction and Bioleaching
Retraction
Abstract
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Study design
Label agreement
Label status

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.

935 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.
935 works in the cohort · of 4,299,418page 1 of 19

Labels cover 1 of 935 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 935 of 935 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.

afffundno abstractunlabeled
A review on pyrrhotite oxidation
Nelson Belzile, Yuwei Chen, Meifang Cai, Yuerong Li
2004· review· en· Journal of Geochemical Exploration· Engineering
machine prediction:candidate · noneconsensus · none
347
citations
affunlabeled
Kinetics of leaching: a review
Fariborz Faraji, Amirhossein Alizadeh, Fereshteh Rashchi, Navid Mostoufi
2020· review· en· Reviews in Chemical Engineering· Engineering
machine prediction:candidate · noneconsensus · none
327
citations
affunlabeled
The geomicrobiology of gold
Frank Reith, Maggy F. Lengke, Donna Falconer, D. Craw, Gordon Southam
2007· review· en· The ISME Journal· Engineering
machine prediction:candidate · noneconsensus · none
229
citations
affunlabeled
Phase Equilibria at High Temperatures
Michael E. Fleet
2006· article· en· Reviews in Mineralogy and Geochemistry· Engineering
machine prediction:candidate · noneconsensus · none
158
citations
fundvenueno affunlabeled
CHEMICAL SPECIATION OF GOLD IN ARSENOPYRITE
Louis J. Cabri, M. Newville, R. A. Gordon, E. D. Crozier, S. R. Sutton, G. McMahon +1 more
2000· article· en· The Canadian Mineralogist· Engineering
machine prediction:candidate · noneconsensus · none
142
citations
affunlabeled
Nickel Laterites: A Review
Sarah A. Gleeson, C.R.M. Butt, M. Eliás
2003· review· en· SEG Discovery· Engineering
machine prediction:candidate · noneconsensus · none
135
citations
affunlabeled
Copper Bioleaching in China: Review and Prospect
Shenghua Yin, Leiming Wang, Eugie Kabwe, Xun Chen, Rongfu Yan, Kai Xi An +2 more
2018· article· en· Minerals· Engineering
machine prediction:candidate · noneconsensus · none
117
citations
affno abstractunlabeled
Modelling zinc heap bioleaching
Jochen Petersen, David G. Dixon
2006· article· en· Hydrometallurgy· Engineering
machine prediction:candidate · noneconsensus · none
92
citations
afffundunlabeled
The Active-Passive Behavior of Chalcopyrite
Gonzalo Viramontes-Gamboa, Berny F. Rivera-Vasquez, David G. Dixon
2007· article· en· Journal of The Electrochemical Society· Engineering
machine prediction:candidate · noneconsensus · none
88
citations
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