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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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npj Climate and Atmospheric Science
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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
fundfunder
venuejournal
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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.

70 results · 1 filter active ·
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20182025
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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.
70 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 70 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 70 of 70 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Robust skill of decadal climate predictions
Doug Smith, Rosie Eade, Adam A. Scaife, Louis‐Philippe Caron, Gökhan Danabasoglu, Timothy DelSole +12 more
2019· article· en· npj Climate and Atmospheric Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
306
citations
affunlabeled
Impacts of orography on large-scale atmospheric circulation
Irina Sandu, Annelize van Niekerk, Theodore G. Shepherd, Simon Vosper, Ayrton Zadra, Julio T. Bacmeister +6 more
2019· article· en· npj Climate and Atmospheric Science· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
112
citations
affunlabeled
Sea-spray regulates sulfate cloud droplet activation over oceans
Kirsten N. Fossum, Jurgita Ovadnevaitė, Darius Čeburnis, Jana Preißler, Jefferson R. Snider, Ru‐Jin Huang +2 more
2020· article· en· npj Climate and Atmospheric Science· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
fundno affno abstractunlabeled
npj Climate and Atmospheric Science
2019· paratext· en· npj Climate and Atmospheric Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+sts+insufficient_payload
35
citations
aboutno affunlabeled
Trends in weather type frequencies across North America
Cameron C. Lee, Scott C. Sheridan
2018· article· en· npj Climate and Atmospheric Science· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
26
citations
affunlabeled
Quantifying non-CO2 contributions to remaining carbon budgets
Stuart Jenkins, Michelle Cain, Pierre Friedlingstein, Nathan P. Gillett, Tristram Walsh, Myles Allen
2021· article· en· npj Climate and Atmospheric Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Extratropical storms induce carbon outgassing over the Southern Ocean
Magdalena M. Carranza, Matthew C. Long, Alejandro Di Luca, Andrea J. Fassbender, Kenneth S. Johnson, Yuichiro Takeshita +2 more
2024· article· en· npj Climate and Atmospheric Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
13
citations
aboutno affunlabeled
Challenges in assessing Fire Weather changes in a warming climate
Antonietta Di Matteo, Ginés Garnés-Morales, Alberto Díaz Moreno, Andreia F. S. Ribeiro, César Azorín-Molina, Joaquín Bedia +7 more
2025· article· en· npj Climate and Atmospheric Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Reflections on the CLIVAR Early Career Scientists Symposium 2016
Neil C. Swart, Julius Busecke, Gaby S. Langendijk, Kevin A. Reed, Sarah M. Kang, Erik Behrens +5 more
2018· article· en· npj Climate and Atmospheric Science· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
6
citations

How this was built: Screen · Findings · About