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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 2 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
An Ising model for earthquake dynamics
Abigail Jiménez, K. F. Tiampo, A. Posadas
2007· article· en· Nonlinear processes in geophysics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
afffundaboutunlabeled
Fractal behavior of soil water storage at multiple depths
Wenjun Ji, Mi Lin, Asim Biswas, Bingcheng Si, Henry Wai Chau, H. Cresswell
2016· article· en· Nonlinear processes in geophysics· Engineering
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Percolating magmas in three dimensions
H. Gaonac’h, S. Lovejoy, M. Carrier-Nunes, Daniel Schertzer, F. Lepine
2007· article· en· Nonlinear processes in geophysics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
afffundaboutunlabeled
Channelling of high-latitude boundary-layer flow
Nikolai Nawri, Ronald E. Stewart
2008· article· en· Nonlinear processes in geophysics· Environmental Science
distilled prediction:candidate · noneconsensus · none
5
citations
afffundaboutunlabeled
Scaling property of ideal granitic sequences
Deyi Xu, Qiuming Cheng, Frits Agterberg
2007· preprint· en· Nonlinear processes in geophysics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
A quest for precipitation attractors in weather radar archives
Loris Foresti, Bernat Puigdomènech Treserras, Daniele Nerini, Aitor Atencia, Marco Gabella, Ioannis V. Sideris +2 more
2024· article· en· Nonlinear processes in geophysics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
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