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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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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 36 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Physical oceanography during Maria S. Merian cruise MSM28
Linn Schneider, Dagmar Kieke, Kerstin Jochumsen, Eugene Colbourne, Igor Yashayaev, Reiner Steinfeldt +3 more
2015· dataset· en· Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)82720-8
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Altimeter Surveys, Coastal Tides, and Shelf Circulation
Guoqi Han
2019· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
fundno affgemma · no categorygpt · no categorymodels agree
A regional ocean database for the Coastal China Sea
Cece Wang, Bei Su, Jun Sun, Xiaoke Hu, Jihua Liu
2025· article· en· Scientific Data· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Plume in Crossflow: Advected Line Thermals
Joseph H. W. Lee, Vincent H. Chu
2003· book-chapter· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
“A ce moment-là”
Julian Davies
2014· article· en· Research in Microbiology· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Breaking of internal Kelvin waves shoaling on a slope
Keisuke Nakayama, Takahiro Satô, Kojiro Tani, Leon Boegman, Ichiro FUJITA, Tetsuya SHINTANI
2020· preprint· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)84092-1
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affunlabeled
10.1016/s0967-0653(97)81702-4
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)83929-9
2000· article· en· Time to knit· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
LacamasSEfall2015
Jeffrey A. Nielson, Stephen M. Henderson
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
1
citations
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