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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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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
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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 21 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.

affunlabeled
Multi-Model Forecast Quality Assessment of CMIP6 Decadal Predictions
Carlos Delgado‐Torres, Markus G. Donat, Nube González-Reviriego, Louis‐Philippe Caron, Panos Athanasiadis, Pierre-Antoine Bretonnière +10 more
2022· article· en· Journal of Climate· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
51
citations
aboutno affunlabeled
Forecast Comparison Based on Random Walks
Timothy DelSole, Michael K. Tippett
2015· article· en· Monthly Weather Review· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
51
citations
affno abstractunlabeled
Projected changes in extreme climate events over Africa under 1.5 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"> <mml:mo>°</mml:mo> <mml:mi>C</mml:mi> </mml:math> , 2.0 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"> <mml:mo>°</mml:mo> <mml:mi>C</mml:mi> </mml:math> and 3.0 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"> <mml:mo>°</mml:mo> <mml:mi>C</mml:mi> </mml:math> global warming levels based on CMIP6 projections
Brian Ayugi, ‪Eun‐Sung Chung, Huanhuan Zhu, Obed M. Ogega, Hassen Babousmail, Victor Ongoma
2023· article· lv· Atmospheric Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+open_science+research_integrity+insufficient_payload
50
citations
afffundaboutunlabeled
Nonstationary Temperature-Duration-Frequency curves
Taha B. M. J. Ouarda, Christian Charron
2018· article· en· Scientific Reports· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
50
citations
affunlabeled
Towards Useful Decadal Climate Services
Nick Dunstone, Julia F. Lockwood, Balakrishnan Solaraju-Murali, Katja Reinhardt, Eirini Tsartsali, Panos Athanasiadis +16 more
2022· article· en· Bulletin of the American Meteorological Society· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
affunlabeled
How do climate change experiments alter plot‐scale climate?
Ailene K. Ettinger, Isabelle Chuine, Benjamin I. Cook, Jeffrey S. Dukes, Aaron M. Ellison, M. R. Johnston +4 more
2019· review· en· Ecology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
50
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
aboutno affunlabeled
Spatiotemporal Snowfall Trends in Central New York
Justin J. Hartnett, Jennifer M. Collins, Martin A Baxter, D. P. Chambers
2014· article· en· Journal of Applied Meteorology and Climatology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
49
citations
affaboutunlabeled
An Assessment of Six Dissimilarity Metrics for Climate Analogs
Patrick Grenier, Annie‐Claude Parent, David Huard, François Anctil, Diane Chaumont
2012· article· en· Journal of Applied Meteorology and Climatology· Environmental Science
distilled prediction:candidate · noneconsensus · none
49
citations
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