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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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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.

118 results · 1 filter active ·
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20052025
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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.
118 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 118 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 118 of 118 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.

afffundaboutunlabeled
Gold in Solution
Anthony E. Williams‐Jones, R. J. Bowell, Artas Migdisov
2009· article· en· Elements· Computer Science
machine prediction:candidate · noneconsensus · none
547
citations
affunlabeled
When the Continental Crust Melts
E. W. Sawyer, Bernardo Cesare, Michael Brown
2011· article· en· Elements· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
377
citations
affunlabeled
Serpentinite: What, Why, Where?
Bernard W. Evans, Kéiko Hattori, Alain Baronnet
2013· article· en· Elements· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
355
citations
affaboutunlabeled
Ore Deposits of the Platinum-Group Elements
James E. Mungall, A. J. Naldrett
2008· article· en· Elements· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
168
citations
afffundunlabeled
The Biogeochemistry of Gold
Gordon Southam, Maggy F. Lengke, L. Fairbrother, Frank Reith
2009· article· en· Elements· Computer Science
machine prediction:candidate · noneconsensus · none
110
citations
fundno affunlabeled
Magmatic Sulfide Ore Deposits
Stephen J. Barnes, David A. Holwell, Margaux Le Vaillant
2017· article· en· Elements· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
94
citations
afffundunlabeled
The Structure of Silicate Glasses and Melts
Grant S. Henderson, Georges Calas, Jonathan F. Stebbins
2006· article· en· Elements· Materials Science
machine prediction:candidate · noneconsensus · none
93
citations
affunlabeled
Geometallurgy: Present and Future
Max Frenzel, Regina Baumgartner, Raimon Tolosana‐Delgado, Jens Gutzmer
2023· article· en· Elements· Engineering
machine prediction:candidate · noneconsensus · none
28
citations
aboutno affno abstractunlabeled
Mineralogical Association of Canada
2024· article· en· Elements· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Earth’s Earliest Crust
Jonathan OʼNeil, Hanika Rizo, Jesse Reimink, Marion Garçon, Richard W. Carlson
2024· article· en· Elements· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Alkalinity in Theory and Practice
Nicholas J. Tosca, Benjamin M. Tutolo
2023· article· en· Elements· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Mineralogical Society of Great Britain and Ireland
Kevin Murphy, Hudson-Edwards Karen, Jeroen S. van Duijneveldt, Anke Neumann
2020· article· en· Elements· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
12
citations
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