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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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Journal of Atmospheric and Oceanic Technology
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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.

239 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.
239 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 239 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 239 of 239 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
PARSIVEL Snow Observations: A Critical Assessment
Alessandro Battaglia, Elke Rustemeier, Ali Tokay, Ulrich Blahak, Clemens Simmer
2009· article· en· Journal of Atmospheric and Oceanic Technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
317
citations
affunlabeled
Estimating Internal Wave Energy Fluxes in the Ocean
Jonathan D. Nash, Matthew H. Alford, Eric Kunze
2005· article· en· Journal of Atmospheric and Oceanic Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
262
citations
affunlabeled
A Novel and Low-Cost Sea Ice Mass Balance Buoy
Keith Jackson, Jeremy Wilkinson, Ted Maksym, David Meldrum, Justin Beckers, Christian Haas +1 more
2013· article· en· Journal of Atmospheric and Oceanic Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
156
citations
affunlabeled
Pacific Hindcast Performance of Three Numerical Wave Models
Jeffrey L. Hanson, Barbara A. Tracy, Hendrik L. Tolman, Ridley Scott
2009· article· en· Journal of Atmospheric and Oceanic Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
132
citations
aboutno affunlabeled
Determining Vertical Water Velocities from Seaglider
Eleanor Frajka‐Williams, Charles C. Eriksen, Peter B. Rhines, Ramsey R. Harcourt
2011· article· en· Journal of Atmospheric and Oceanic Technology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
116
citations
affunlabeled
Estimating Oceanic Turbulence Dissipation from Seismic Images
W. Steven Holbrook, Ilker Fer, Raymond W. Schmitt, Daniel Lizarralde, Jody Klymak, L. Cody Helfrich +1 more
2013· article· en· Journal of Atmospheric and Oceanic Technology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations
affunlabeled
Ocean Tides from TOPEX/Poseidon Sea Level Data
J. Y. Cherniawsky, M. G. G. Foreman, William R. Crawford, R. F. Henry
2001· article· en· Journal of Atmospheric and Oceanic Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
58
citations
affunlabeled
Remote Sensing of Ocean Waves by Polarimetric SAR
Yijun He, Hui Shen, William Perrie
2006· article· en· Journal of Atmospheric and Oceanic Technology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
54
citations

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