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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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Tropical and Extratropical Cyclones Research
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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.

904 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.
904 works in the cohort · of 4,299,418page 4 of 19

Labels cover 3 of 904 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 904 of 904 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Development of a Misaligned Tropical Cyclone
David A. Schecter, Konstantinos Menelaou
2019· article· en· Journal of the Atmospheric Sciences· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
afffundunlabeled
Storm‐induced changes in pCO<sub>2</sub> at the sea surface over the northern <scp>S</scp>outh <scp>C</scp>hina <scp>S</scp>ea during <scp>T</scp>yphoon <scp>W</scp>utip
Haijun Ye, Jinyu Sheng, Danling Tang, Eko Siswanto, Muhsan Ali Kalhoro, Yi Sui
2017· article· en· Journal of Geophysical Research Oceans· Earth and Planetary Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow
31
citations
affno abstractunlabeled
Numerical storm surge model for India and Pakistan
Indu Jain, P. Chittibabu, Neetu Agnihotri, S. K. Dube, P. C. Sinha, A. D. Rao
2006· article· en· Natural Hazards· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
aboutno affunlabeled
Atlantic Hurricane Season of 2011*
Lixion A. Avila, Stacy R. Stewart
2013· article· en· Monthly Weather Review· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
26
citations
affunlabeled
A Hyperactive End to the Atlantic Hurricane Season October–November 2020
Philip J. Klotzbach, Kimberly M. Wood, Michael M. Bell, Eric S. Blake, Steven G. Bowen, Louis‐Philippe Caron +4 more
2021· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
fundno affgemma · stsgpt · stsmodels split
The Truthiness about Hurricane Catastrophe Models
Jessica Weinkle, Roger A. Pielke
2016· article· en· Science Technology & Human Values· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · sts
26
citations
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