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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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Meteorological Phenomena and Simulations
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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.

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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.

1,904 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.
1,904 works in the cohort · of 4,299,418page 1 of 39

Labels cover 1 of 1,904 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 1,904 of 1,904 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
RAMS 2001: Current status and future directions
William R. Cotton, Roger A. Pielke, R. L. Walko, Glen E. Liston, Craig J. Tremback, Hongli Jiang +5 more
2002· article· en· Meteorology and Atmospheric Physics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
960
citations
affunlabeled
Decadal Prediction
Gerald A. Meehl, Lisa Goddard, James M. Murphy, Ronald J. Stouffer, G. J. Boer, Gökhan Danabasoglu +14 more
2009· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
759
citations
affunlabeled
Intercomparison of Spatial Forecast Verification Methods
Eric Gilleland, David Ahijevych, Barbara G. Brown, Barbara Casati, Elizabeth E. Ebert
2009· article· en· Weather and Forecasting· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
460
citations
affaboutunlabeled
Ensemble Kalman filtering
P. L. Houtekamer, Herschel L. Mitchell
2005· article· en· Quarterly Journal of the Royal Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
418
citations
aboutno affunlabeled
Polarimetric Signatures in Supercell Thunderstorms
Matthew R. Kumjian, Alexander V. Ryzhkov
2008· article· en· Journal of Applied Meteorology and Climatology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
376
citations
aboutno affunlabeled
Probabilistic Weather Prediction with an Analog Ensemble
Luca Delle Monache, F. Anthony Eckel, Daran L. Rife, Badrinath Nagarajan, K. Searight
2013· article· en· Monthly Weather Review· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
336
citations
afffundunlabeled
Empirical Orthogonal Functions: The Medium is the Message
Adam H. Monahan, John C. Fyfe, Maarten H. P. Ambaum, David B. Stephenson, Gerald R. North
2009· article· en· Journal of Climate· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
323
citations
affaboutunlabeled
Forecast verification: current status and future directions
Barbara Casati, Laurence J. Wilson, David B. Stephenson, Pertti Nurmi, Anna Ghelli, Matthew Pocernich +4 more
2008· article· en· Meteorological Applications· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
301
citations
afffundunlabeled
The 2015 Plains Elevated Convection at Night Field Project
Bart Geerts, David B. Parsons, Conrad L. Ziegler, Tammy M. Weckwerth, Michael I. Biggerstaff, Richard D. Clark +21 more
2016· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
285
citations
affunlabeled
The North Atlantic Waveguide and Downstream Impact Experiment
Andreas Schäfler, George C. Craig, Heini Wernli, Philippe Arbogast, James D. Doyle, Ron McTaggart‐Cowan +44 more
2018· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
262
citations
affunlabeled
The TIGGE Project and Its Achievements
Richard Swinbank, Masayuki Kyouda, Piers Buchanan, Lizzie S. R. Froude, Thomas M. Hamill, Tim Hewson +8 more
2015· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
259
citations
afffundunlabeled
Hybrid forecasting: blending climate predictions with AI models
Louise Slater, Louise Arnal, Marie‐Amélie Boucher, Annie Y.-Y. Chang, Simon Moulds, Conor Murphy +8 more
2023· article· en· Hydrology and earth system sciences· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
217
citations
affunlabeled
The Midlatitude Continental Convective Clouds Experiment (MC3E)
Michael Jensen, W. A. Petersen, Aaron Bansemer, Nitin Bharadwaj, L. D. Carey, Dan Cecil +19 more
2015· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
207
citations
affunlabeled
The MATERHORN: Unraveling the Intricacies of Mountain Weather
Harindra J. S. Fernando, Eric R. Pardyjak, Silvana Di Sabatino, Fotini Katopodes Chow, Stephan F. J. De Wekker, Sebastian W. Hoch +43 more
2015· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
193
citations
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