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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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Nature Geoscience
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

337 results · 1 filter active ·
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20072025
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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.
337 works in the cohort · of 4,299,418page 5 of 7

Labels cover 1 of 337 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 337 of 337 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Network of off-axis melt bodies at the East Pacific Rise
J. P. Canales, H. D. Carton, S. M. Carbotte, John C. Mutter, M. R. Nedimović, Min Xu +3 more
2012· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
aboutno affno abstractunlabeled
Density-compensated overturning in the Labrador Sea
Sijia Zou, M. Susan Lozier, Feili Li, Ryan Abernathey, Laura Jackson
2020· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
59
citations
affno abstractunlabeled
Raising the roof
Tiffany A. Shaw, Theodore G. Shepherd
2007· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · noneconsensus · none
50
citations
afffundno abstractunlabeled
Ephemeral isopycnicity of cratonic mantle keels
David W. Eaton, Heidi Perry
2013· article· et· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
44
citations
afffundno abstractunlabeled
Rethinking groundwater age
Grant Ferguson, Mark Cuthbert, Kevin M. Befus, Tom Gleeson, Jennifer C. McIntosh
2020· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations
affno abstractunlabeled
Clues to hidden copper deposits
Jeremy P. Richards
2016· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
44
citations
affno abstractunlabeled
Laurentide ice-sheet instability during the last deglaciation
David J. Ullman, Anders E. Carlson, F. S. Anslow, Allegra N. LeGrande, Joseph M. Licciardi
2015· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Active Atlantic hurricane era at its end?
Philip J. Klotzbach, Wayne D. Gray, Chris Fogarty
2015· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
39
citations
affno abstractunlabeled
Warmth from the deep
Eddy C. Carmack, Humfrey Melling
2010· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
affno abstractunlabeled
Earth’s long-term climate stabilized by clouds
Colin Goldblatt, Victoria McDonald, Kelly E. McCusker
2021· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations

How this was built: Screen · Findings · About