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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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American Mineralogist
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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.

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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.

309 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.
309 works in the cohort · of 4,299,418page 3 of 7

Labels cover 0 of 309 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 309 of 309 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Vránaite, ideally Al <sub>16</sub> B <sub>4</sub> Si <sub>4</sub> O <sub>38</sub> , a new mineral related to boralsilite, Al <sub>16</sub> B <sub>6</sub> Si <sub>2</sub> O <sub>37</sub> , from the Manjaka pegmatite, Sahatany Valley, Madagascar
Jan Cempírek, Edward S. Grew, Anthony R. Kampf, Chi Ma, Milan Novák, Petr Gadas +5 more
2016· article· en· American Mineralogist· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity
20
citations
affunlabeled
Bacterially enhanced dissolution of meta-autunite
C. M. Smeaton, Christopher G. Weisener, Peter C. Burns, Brian J. Fryer, David A. Fowle
2008· article· en· American Mineralogist· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
afffundunlabeled
The role of Fe and cation order in the crystal chemistry of surinamite, (Mg,Fe <sup>2+</sup> ) <sub>3</sub> (Al,Fe <sup>3+</sup> ) <sub>3</sub> O[AlBeSi <sub>3</sub> O <sub>15</sub> ]: A crystal structure, Mössbauer spectroscopic, and optical spectroscopic study
J. Barbier, Edward S. Grew, Elke Hålenius, Ulf Hålenius, Martin G. Yates
2002· article· en· American Mineralogist· Materials Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · metaepi_narrow
15
citations
affunlabeled
Chlorine-hydroxyl diffusion in pargasitic amphibole
Wei‐Fang Su, Don R. Baker, Limeng Pu, Liping Bai, Xingyuan Liu, Cedrick O’Shaughnessy
2014· article· fr· American Mineralogist· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
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