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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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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 7 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.

afffundunlabeled
Drivers of global glacial erosion rates
Sophie L. Norris, John Gosse, Romain Millan, J. Mouginot, Antoine Rabatel, Mathieu Morlighem +2 more
2025· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
When the dust settles
Eun Young Kwon, Eric D. Galbraith
2013· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affno abstractunlabeled
A fly in the ozone and climate ointment
R. J. Salawitch
2023· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
A common precursor for global hotspot lavas
Matthijs Smit, Ellen Kooijman
2024· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Digging deeper
Murray K. Gingras, Kurt O. Konhauser
2015· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affno abstractunlabeled
Anthropogenic chlorine under watch
Susann Tegtmeier
2018· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Amphibole interlocking into jade
Matthew S. Tarling, Steven A. Smith
2024· article· en· Nature Geoscience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Sulfur cycling in thawing permafrost landscapes
Clément P. Bataille, Elliott K. Skierszkan
2025· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Collaboration between women helps close the gender gap in ice core science
B. G. Koffman, Matthew Osman, Alison S. Criscitiello, Sofia Guest
2023· article· en· Nature Geoscience· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics
1
citations
affno abstractunlabeled
Ice-shelf disintegration in East Antarctica
Karen E. Alley
2024· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The scale of the carbon problem
Andrew D. Miall
2010· article· en· Nature Geoscience· Energy
distilled prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Unmasking Antarctica’s biodiversity
Nicolas Lecomte
2024· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Earth’s exhale
Daniele L. Pinti
2025· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Diamonds at the redox frontier
Maya Kopylova
2025· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Polar merry-go-round
Marcel Babin
2016· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About