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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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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 6 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
No ice lost in the Karakoram
Graham Cogley
2012· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Corrugated megathrust revealed offshore from Costa Rica
Joel H. Edwards, Jared W. Kluesner, Eli A. Silver, E. E. Brodsky, Daniel S. Brothers, Nathan L. Bangs +3 more
2018· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
24
citations
affno abstractunlabeled
Theory and the future of land-climate science
Michael P. Byrne, Gabriele C. Hegerl, Jacob Scheff, Ori Adam, Alexis Berg, Michela Biasutti +24 more
2024· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · stsconsensus · none
21
citations
affno abstractunlabeled
Fire's black legacy
Caroline M. Preston
2009· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affunlabeled
Solid Earth forcing of Mesozoic oceanic anoxic events
Thomas Gernon, Benjamin Mills, Thea Hincks, Andrew Merdith, Lewis J. Alcott, Eelco J. Rohling +1 more
2024· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Validity of managing peatlands with fire
Andy J. Baird, Chris Evans, Robert Mills, Paul J. Morris, Susan Page, Mike Peacock +7 more
2019· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Space weathering effects in Bennu asteroid samples
L. P. Keller, M. S. Thompson, Laura Seifert, Lisette E. Melendez, K. L. Thomas-Keprta, L. Le +16 more
2025· article· en· Nature Geoscience· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
A count in the dark
Daniel Pauly, Rainer Froese
2010· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
aboutno affno abstractunlabeled
Breaks in trends
Felix Pretis, Myles Allen
2013· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
afffundno abstractunlabeled
Biogeochemistry of Earth before exoenzymes
Nagissa Mahmoudi, Andrew D. Steen, Galen P. Halverson, Kurt O. Konhauser
2023· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
afffundno abstractunlabeled
Reply to ‘Interpretations of the Paris climate target’
Richard Millar, Jan S. Fuglestvedt, Pierre Friedlingstein, Joeri Rogelj, Michael Grubb, H. Damon Matthews +4 more
2018· article· en· Nature Geoscience· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Urgent need for greater earthquake resilience in continental Asia
Kanatbek Abdrakhmatov, R. Arrowsmith, John R. Elliott, Christoph Grützner, Aidyn Mukambayev, Magali Rizza +4 more
2024· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Mid-latitude mercury loss
Parisa A. Ariya
2010· article· en· Nature Geoscience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Particulars of particle formation
Jeffrey R. Pierce
2011· article· en· Nature Geoscience· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Mercury redux
Moritz Heimpel, К. Кабин
2008· article· en· Nature Geoscience· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
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