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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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Nature Climate Change
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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.

290 results · 1 filter active ·
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20072025
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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.
290 works in the cohort · of 4,299,418page 2 of 6

Labels cover 1 of 290 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 290 of 290 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Making sense of the early-2000s warming slowdown
John C. Fyfe, Gerald A. Meehl, Matthew H. England, Michael Mann, Benjamin D. Santer, Gregory M. Flato +5 more
2016· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
407
citations
affno abstractunlabeled
Fuel use and greenhouse gas emissions of world fisheries
Robert Parker, Julia L. Blanchard, C Gardner, Bridget S. Green, Klaas Hartmann, Peter Tyedmers +1 more
2018· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
384
citations
fundno affno abstractunlabeled
Assessing recent trends in high-latitude Southern Hemisphere surface climate
Julie Jones, Sarah T. Gille, Hugues Goosse, Nerilie J. Abram, Pablo O. Canziani, Dan J. Charman +19 more
2016· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
372
citations
affno abstractunlabeled
Influence of internal variability on Arctic sea-ice trends
Neil C. Swart, John C. Fyfe, Ed Hawkins, Jennifer E. Kay, Alexandra Jahn
2015· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
345
citations
affno abstractunlabeled
Increased control of vegetation on global terrestrial energy fluxes
Giovanni Forzieri, Diego G. Miralles, Philippe Ciais, Ramdane Alkama, Youngryel Ryu, Grégory Duveiller +24 more
2020· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
343
citations
affno abstractunlabeled
Global multi-model projections of local urban climates
Lei Zhao, Keith W. Oleson, Elie Bou‐Zeid, E. Scott Krayenhoff, Andrew Bray, Qing Zhu +3 more
2021· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
340
citations
affno abstractunlabeled
Eco-evolutionary responses of biodiversity to climate change
Jon Norberg, Mark C. Urban, Mark Vellend, Christopher A. Klausmeier, Nicolas Loeuille
2012· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
337
citations
affno abstractunlabeled
Overestimated global warming over the past 20 years
John C. Fyfe, Nathan P. Gillett, Francis W. Zwiers
2013· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
304
citations
affno abstractunlabeled
More green and less blue water in the Alps during warmer summers
Theodoros Mastrotheodoros, Christoforos Pappas, Péter Molnár, Paolo Burlando, Gabriele Manoli, Juraj Párajka +5 more
2020· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
301
citations
affno abstractunlabeled
Differences between carbon budget estimates unravelled
Joeri Rogelj, Michiel Schaeffer, Pierre Friedlingstein, Nathan P. Gillett, Detlef P. van Vuuren, Keywan Riahi +2 more
2016· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
295
citations
affno abstractunlabeled
Potential impacts and challenges of border carbon adjustments
Christoph Böhringer, Carolyn Fischer, Knut Einar Rosendahl, Thomas F. Rutherford
2022· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
269
citations
afffundno abstractunlabeled
Greenland meltwater storage in firn limited by near-surface ice formation
Horst Machguth, Michael MacFerrin, D. van As, Jason E. Box, Charalampos Charalampidis, William Colgan +4 more
2016· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
269
citations
afffundno abstractunlabeled
Tracking global climate change adaptation among governments
Lea Berrang‐Ford, Robbert Biesbroek, James D. Ford, Alexandra Lesnikowski, Andrew Tanabe, Frances Wang +9 more
2019· article· en· Nature Climate Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
265
citations
affno abstractunlabeled
Climate change as a global amplifier of human–wildlife conflict
Briana Abrahms, Neil Carter, T. J. Clark, Kaitlyn M. Gaynor, Erik Johansson, Alex McInturff +3 more
2023· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
241
citations
fundno affno abstractunlabeled
Climate change literacy in Africa
Nicholas P. Simpson, Talbot M. Andrews, Matthias Krönke, Chris Lennard, Romaric C. Odoulami, Birgitt Ouweneel +2 more
2021· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
227
citations
affno abstractunlabeled
National-level progress on adaptation
Alexandra Lesnikowski, James D. Ford, Robbert Biesbroek, Lea Berrang‐Ford, Jody Heymann
2015· article· en· Nature Climate Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
201
citations
affno abstractunlabeled
Low-carbon infrastructure strategies for cities
Christopher Kennedy, Nadine Ibrahim, Daniel Hoornweg
2014· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
194
citations
afffundunlabeled
Climate change drives widespread shifts in lake thermal habitat
Benjamin M. Kraemer, Rachel M. Pilla, R. Iestyn Woolway, Orlane Anneville, Syuhei Ban, William Colom +31 more
2021· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
184
citations
affno abstractunlabeled
Towards operational predictions of the near-term climate
Yochanan Kushnir, Adam A. Scaife, Raymond W. Arritt, Gianpaolo Balsamo, G. J. Boer, Francisco J. Doblas‐Reyes +15 more
2019· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
182
citations
afffundno abstractunlabeled
Intra- and intergenerational discounting in the climate game
Jennifer Jacquet, Kristin Hagel, Christoph Hauert, Jochem Marotzke, Torsten Röhl, Manfred Milinski
2013· article· en· Nature Climate Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
178
citations
affno abstractunlabeled
Trophic rewilding can expand natural climate solutions
Oswald J. Schmitz, Magnus Sylvén, Trisha B. Atwood, Elisabeth S. Bakker, Fabio Berzaghi, Jedediah F. Brodie +9 more
2023· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
174
citations
afffundno abstractunlabeled
Is adaptation success a flawed concept?
Lisa Dilling, Anjal Prakash, Zinta Zommers, Farid Ahmad, Nuvodita Singh, Sara de Wit +2 more
2019· article· en· Nature Climate Change· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
167
citations

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