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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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Nonlinear processes in geophysics
Topic
Retraction
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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
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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.

105 results · 1 filter active ·
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20032024
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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.
105 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 105 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 105 of 105 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Multifractal earth topography
Jean-Sébastien Gagnon, S. Lovejoy, Daniel Schertzer
2006· article· en· Nonlinear processes in geophysics· Environmental Science
distilled prediction:candidate · noneconsensus · none
146
citations
afffundunlabeled
Small world in a seismic network: the California case
Abigail Jiménez, K. F. Tiampo, A. Posadas
2008· article· en· Nonlinear processes in geophysics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
29
citations
afffundunlabeled
Analysis of asymmetries in propagating mode-2 waves
Jason Olsthoorn, Anton Baglaenko, Marek Stastna
2013· article· en· Nonlinear processes in geophysics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Universal multifractal Martian topography
F. Landais, Frédéric Schmidt, S. Lovejoy
2015· article· en· Nonlinear processes in geophysics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
23
citations
afffundunlabeled
A simple metric to quantify seismicity clustering
N. F. Cho, K. F. Tiampo, Stephen D. McKinnon, Javier Vallejos, W. Klein, Rachele Dominguez
2010· article· en· Nonlinear processes in geophysics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Reconnection current sheet structure in a turbulent medium
Ethan T. Vishniac, Samantha Pillsworth, Gregory L. Eyink, G. Kowal, A. Lazarian, S.P. Murray
2012· article· en· Nonlinear processes in geophysics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
14
citations
fundno affunlabeled
Data assimilation for plume models
Catherine A. Hier Majumder, Éric Bélanger, S. Derosier, David A. Yuen, Alain Vincent
2005· article· en· Nonlinear processes in geophysics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
afffundunlabeled
Anthropocene climate bifurcation
Kolja Kypke, William F. Langford, Allan R. Willms
2020· article· en· Nonlinear processes in geophysics· Environmental Science
distilled prediction:candidate · noneconsensus · none
14
citations
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