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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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Oceanographic and Atmospheric Processes
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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.

3,076 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.
3,076 works in the cohort · of 4,299,418page 6 of 62

Labels cover 1 of 3,076 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 3,076 of 3,076 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Convectively driven transport in temperate lakes
Alexander L. Forrest, B. Laval, Roger Pieters, D. S. S. Lim
2008· article· en· Limnology and Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
73
citations
affno abstractunlabeled
Aspects of Deep Ocean Mixing
Chris Garrett, Louis St. Laurent
2002· article· en· Journal of Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
73
citations
affunlabeled
Global Perspectives on Observing Ocean Boundary Current Systems
Robert E. Todd, Francisco P. Chávez, Sophie Clayton, Sophie Cravatte, Marlos Góes, Michelle Graco +65 more
2019· article· en· Frontiers in Marine Science· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
70
citations
aboutno affunlabeled
Eddy Formation near the West Coast of Greenland
Annalisa Bracco, Joseph Pedlosky, Robert S. Pickart
2008· article· en· Journal of Physical Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
69
citations
aboutno affunlabeled
Parallelization of the Fvcom Coastal Ocean Model
Geoffrey W. Cowles
2008· article· en· The International Journal of High Performance Computing Applications· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
69
citations
aboutno affunlabeled
Assessment of Tidal Range Changes in the North Sea From 1958 to 2014
Leon Jänicke, Andra Ebener, Sönke Dangendorf, Arne Arns, Michael Schindelegger, Sebastian Niehüser +3 more
2020· article· en· Journal of Geophysical Research Oceans· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
69
citations
aboutno affunlabeled
Moored observations of the <scp>D</scp>eep <scp>W</scp>estern <scp>B</scp>oundary <scp>C</scp>urrent in the <scp>NW</scp><scp>A</scp>tlantic: 2004–2014
John M. Toole, Magdalena Andres, Isabela Le Bras, Terrence M. Joyce, Michael S. McCartney
2017· article· en· Journal of Geophysical Research Oceans· Earth and Planetary Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaepi_narrow+sts
68
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
afffundunlabeled
Interpreting Eddy Fluxes
Carsten Eden, Richard J. Greatbatch, Dirk Olbers
2007· article· en· Journal of Physical Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
68
citations
affunlabeled
Observed characteristics of Mozambique Channel eddies
Neil C. Swart, J. R. E. Lutjeharms, H. Ridderinkhof, W. P. M. de Ruijter
2010· article· en· Journal of Geophysical Research Atmospheres· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
fundno affunlabeled
The role of bubbles during air‐sea gas exchange
Steven Emerson, Seth M. Bushinsky
2016· article· en· Journal of Geophysical Research Oceans· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
67
citations
affunlabeled
Turbulence Characteristics in a Tidal Channel
Youyu Lu, Rolf G. Lueck, Daiyan Huang
2000· article· en· Journal of Physical Oceanography· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
67
citations

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