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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.

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 the Southern African Institute of Mining and Metallurgy
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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
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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.

66 results · 1 filter active ·
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20022025
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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.
66 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 66 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 66 of 66 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Ore pass practice in Canadian mines
F. Hadjigeorgiou, Lessard, J.F. Mercier-Langevin
2005· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Safety considerations when handling metal powders
J M Benson
2012· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Checks and measures of performance for kriging estimates
Jared L. Deutsch, J. Szymański, Clayton V. Deutsch
2014· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Environmental Science
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Fluidized bed gasification of selected South African coals
A.D. Engelbrecht, Raymond C. Everson, Hein W.J.P. Neomagus, B. North
2010· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Cave mine pillar stability analysis using machine learning
R.J. Quevedo, Yuksel Asli Sari, Stephen D. McKinnon
2024· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Risk indexing tool for mine planning
Wael Rashad Elrawy Abdellah, Hani S. Mitri, Denis Thibodeau, Lindsay Moreau-Verlaan
2014· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Investigating continuous time open pit dynamics
Hooman Askari-Nasab, Samuel Frimpong, J. Szymański
2008· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Nitriding of ilmenite and high-grade slag fines
D.S. van Vuuren, G.T. Tshilombo
2011· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Mixing system design for the Tati Activox® autoclave
M. Nicolle, G. Nel, Tom Plikas, Umaid Yousuf Shah, L. Zunti, Mark Bellino +1 more
2009· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
AziSA: Improving mining decisions with real-time data
D. Vogt, VZ Brink, R.W. Stewart, Johannes Haarhoff, Guilherme Giubilato Ferreira, SJ Donovan
2009· article· en· Journal of the Southern African Institute of Mining and Metallurgy· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations

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