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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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Climate variability and models
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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.

4,512 results · 1 filter active ·
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20002025
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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.
4,512 works in the cohort · of 4,299,418page 18 of 91

Labels cover 5 of 4,512 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 4,512 of 4,512 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
EMDNA: an Ensemble Meteorological Dataset for North America
Guoqiang Tang, Martyn Clark, Simon Michael Papalexiou, Andrew J. Newman, Andrew W. Wood, Dominique Brunet +1 more
2021· article· en· Earth system science data· Environmental Science
distilled prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Southern Ocean warming due to human influence
John C. Fyfe
2006· article· en· Geophysical Research Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
affunlabeled
The Effect of Strong Volcanic Eruptions on ENSO
Shayne McGregor, Myriam Khodri, Nicola Maher, Masamichi Ohba, Francesco S. R. Pausata, Samantha Stevenson
2020· other· en· Geophysical monograph· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
61
citations
affunlabeled
Tropical rainfall predictions from multiple seasonal forecast systems
Adam A. Scaife, Laura Ferranti, Oscar Alves, Panos Athanasiadis, Johanna Baehr, Michel Déqué +17 more
2018· article· en· International Journal of Climatology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
60
citations
affno abstractunlabeled
The Impact of the Anomalous Weather of 1995 on the U.K. Economy
Susan Subak, Jean Palutikof, Maureen D. Agnew, Shavel Watson, C.G. Bentham, M. G. R. Cannell +5 more
2000· article· en· Climatic Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
59
citations
affunlabeled
Seasonal prediction of European summer heatwaves
Stefano Materia, Constantin Ardilouze, Rachel H. White, Lauriane Batté, Virginie Guémas, Georgios Fragkoulidis +1 more
2021· article· en· Climate Dynamics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
59
citations
affunlabeled
The unidentified eruption of 1809: a climatic cold case
Claudia Timmreck, Matthew Toohey, Davide Zanchettin, Stefan Brönnimann, Elin Lundstad, Rob Wilson
2021· article· en· Climate of the past· Environmental Science
distilled prediction:candidate · noneconsensus · none
59
citations
affunlabeled
Genesis of the 2014–2016 El Niño events
Tao Lian, Dake Chen, Youmin Tang
2017· article· es· Science China Earth Sciences· Environmental Science
distilled prediction:candidate · sts+open_science+insufficient_payloadconsensus · sts
59
citations
affunlabeled
Elevated aerosol layer over South Asia worsens the Indian droughts
Suvarna Fadnavis, T. P. Sabin, Chaitri Roy, Matthew Rowlinson, Alexandru Rap, Jean‐Paul Vernier +1 more
2019· article· en· Scientific Reports· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
58
citations

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