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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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Geological and Geochemical Analysis
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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.

10,112 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.
10,112 works in the cohort · of 4,299,418page 13 of 203

Labels cover 6 of 10,112 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 10,112 of 10,112 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Plume-driven recratonization of deep continental lithospheric mantle
Jingao Liu, D. Graham Pearson, Lawrence Hongliang Wang, Kathy A. Mather, B A Kjarsgaard, A. J. Schaeffer +3 more
2021· article· en· Nature· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
108
citations
afffundunlabeled
The role of megacontinents in the supercontinent cycle
Chong Wang, Ross N. Mitchell, J. Brendan Murphy, Peng Peng, Christopher J. Spencer
2020· article· en· Geology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
107
citations
afffundaboutunlabeled
Classification of the Amphiboles
F. C. Hawthorne, Roberta Oberti
2007· article· en· Reviews in Mineralogy and Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
107
citations
affno abstractunlabeled
A record of plume-induced plate rotation triggering subduction initiation
Douwe J.J. van Hinsbergen, Bernhard Steinberger, Carl Guilmette, Marco Maffione, Derya Gürer, Kalijn Peters +6 more
2021· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
106
citations
afffundvenueunlabeled
CONTINUOUS (DYNAMIC) MELTING THEORY REVISITED
Denis M. Shaw
2000· article· en· The Canadian Mineralogist· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
104
citations
affno abstractunlabeled
Mantle Samples Included in Volcanic Rocks
D. Graham Pearson, Dante Canil, Steven B. Shirey
2013· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
104
citations
affunlabeled
Accretion of first Gondwana-derived terranes at the margin of Baltica
Zdzisław Bełka, Pablo Valverde-Vaquero, Wolfgang Dörr, H. Ahrendt, Klaus Wemmer, Wolfgang Franke +1 more
2002· article· en· Geological Society London Special Publications· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
104
citations

How this was built: Screen · Findings · About