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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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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.

334 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.
334 works in the cohort · of 4,299,418page 1 of 7

Labels cover 0 of 334 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 334 of 334 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Local Climate Zones for Urban Temperature Studies
Iain D. Stewart, T. R. Oke
2012· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
4,211
citations
affunlabeled
The Subseasonal to Seasonal (S2S) Prediction Project Database
Frédéric Vitart, Constantin Ardilouze, A. Bonet, Anca Brookshaw, Mingyue Chen, C. Codorean +36 more
2016· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
1,111
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
machine prediction:candidate · noneconsensus · none
759
citations
affunlabeled
So, How Much of the Earth’s Surface Is Covered by Rain Gauges?
Chris Kidd, Andreas Becker, George J. Huffman, C. Muller, Paul Joe, Gail Skofronick‐Jackson +1 more
2016· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
731
citations
affaboutunlabeled
Customized Spatial Climate Models for North America
Daniel W. McKenney, Michael F. Hutchinson, Pia Papadopol, Kevin Lawrence, John Pedlar, K Campbell +4 more
2011· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
434
citations
affunlabeled
Climate Process Team on Internal Wave–Driven Ocean Mixing
Jennifer MacKinnon, Zhongxiang Zhao, Caitlin B. Whalen, Amy F. Waterhouse, David S. Trossman, Oliver Sun +28 more
2017· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
359
citations
affunlabeled
Challenges in Quantifying Changes in the Global Water Cycle
Gabriele C. Hegerl, Emily Black, Richard P. Allan, William Ingram, Debbie Polson, Kevin E. Trenberth +21 more
2014· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
326
citations
aboutno affunlabeled
THE NEW WIND CHILL EQUIVALENT TEMPERATURE CHART
Randall J. Osczevski, Maurice Bluestein
2005· article· en· Bulletin of the American Meteorological Society· Engineering
machine prediction:candidate · noneconsensus · none
318
citations
affunlabeled
Current and Emerging Developments in Subseasonal to Decadal Prediction
William J. Merryfield, Johanna Baehr, Lauriane Batté, Emily Becker, Amy H. Butler, Caio A. S. Coelho +60 more
2020· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
309
citations
affaboutunlabeled
The Fog Remote Sensing and Modeling Field Project
Ismail Gültepe, Garry Pearson, Jason A. Milbrandt, Bjarne Hansen, Steven Platnick, Peter A. Taylor +3 more
2008· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
308
citations
affaboutunlabeled
Indirect and Semi-direct Aerosol Campaign
Greg M. McFarquhar, S. J. Ghan, Johannes Verlinde, Alexei Korolev, J. W. Strapp, B. Schmid +28 more
2010· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
308
citations
affunlabeled
Achieving Climate Change Absolute Accuracy in Orbit
Bruce A. Wielicki, David F. Young, M. G. Mlynczak, Kurtis J. Thome, S. S. Leroy, James M. Corliss +44 more
2013· article· en· Bulletin of the American Meteorological Society· Engineering
machine prediction:candidate · noneconsensus · none
296
citations
afffundunlabeled
POCKETS OF OPEN CELLS AND DRIZZLE IN MARINE STRATOCUMULUS
Björn Stevens, Gabor Vali, K. Comstock, Robert Wood, M.C. van Zanten, Philip H. Austin +2 more
2005· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
288
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
machine prediction:candidate · noneconsensus · none
285
citations
afffundunlabeled
The Global N2O Model Intercomparison Project
Hanqin Tian, Jia Yang, Chaoqun Lü, Rongting Xu, Josep G. Canadell, Robert B. Jackson +21 more
2018· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
277
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
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
259
citations
aboutno affunlabeled
Progress in Heat Watch–Warning System Technology
Scott C. Sheridan, Laurence S. Kalkstein
2004· article· en· Bulletin of the American Meteorological Society· Environmental Science
machine prediction:candidate · noneconsensus · none
247
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
machine prediction:candidate · noneconsensus · none
207
citations
affunlabeled
The Olympic Mountains Experiment (OLYMPEX)
Robert A. Houze, Lynn A. McMurdie, Walter A. Petersen, M. Schwaller, William Baccus, Jessica D. Lundquist +14 more
2017· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
205
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
machine prediction:candidate · noneconsensus · none
193
citations
afffundunlabeled
Scientific and Human Errors in a Snow Model Intercomparison
Cécile B. Ménard, Richard Essery, Gerhard Krinner, Gabriele Arduini, Paul Bartlett, Aaron Boone +26 more
2020· article· en· Bulletin of the American Meteorological Society· Earth and Planetary Sciences
machine prediction:candidate · metaresearchconsensus · none
191
citations
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