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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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 4 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
Gaps in agricultural climate adaptation research
Debra J. Davidson
2016· article· en· Nature Climate Change· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
87
citations
affno abstractunlabeled
Social learning and sustainable development
Patti Kristjanson, Blane Harvey, Marissa Van Epp, Philip K. Thornton
2013· article· en· Nature Climate Change· Social Sciences
distilled prediction:candidate · stsconsensus · none
81
citations
afffundunlabeled
Climate-driven deoxygenation of northern lakes
Joachim Jansen, Gavin L. Simpson, Gesa A. Weyhenmeyer, Laura H. Härkönen, Andrew M. Paterson, Paul A. del Giorgio +1 more
2024· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
76
citations
affno abstractunlabeled
Changing access to ice, land and water in Arctic communities
James D. Ford, Dylan G. Clark, Tristan Pearce, Lea Berrang‐Ford, Luke Copland, Jackie Dawson +2 more
2019· article· en· Nature Climate Change· Health Professions
distilled prediction:candidate · noneconsensus · none
73
citations
affno abstractunlabeled
A road map for global environmental assessments
Martin Kowarsch, Jason Jabbour, Christian Flachsland, Marcel Kok, Robert Watson, Peter M. Haas +10 more
2017· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
63
citations
affno abstractunlabeled
Extreme heat-related mortality avoided under Paris Agreement goals
Dann Mitchell, Clare Heaviside, Nathalie Schaller, Myles Allen, Kristie L. Ebi, Erich Fischer +7 more
2018· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
59
citations
affno abstractunlabeled
Recent observed and simulated warming
John C. Fyfe, Nathan P. Gillett
2014· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
58
citations
affaboutno abstractunlabeled
The Alberta oil sands and climate
Neil C. Swart, Andrew J. Weaver
2012· article· en· Nature Climate Change· Energy
distilled prediction:candidate · noneconsensus · none
56
citations
afffundunlabeled
Climate change exacerbates nutrient disparities from seafood
William W. L. Cheung, Eva Maire, Muhammed A. Oyinlola, James P. W. Robinson, Nicholas A. J. Graham, Vicky W. Y. Lam +2 more
2023· article· en· Nature Climate Change· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
fundno affno abstractunlabeled
Action pathways for transforming cities
Cynthia Rosenzweig, William Solecki
2018· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
afffundunlabeled
Decolonizing climate change–heritage research
Nicholas P. Simpson, Joanne Clarke, Scott Allan Orr, Georgina Cundill, Ben Orlove, Sandra Fatorić +11 more
2022· article· en· Nature Climate Change· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
50
citations
afffundno abstractunlabeled
Large sinuous rivers are slowing down in a warming Arctic
Alessandro Ielpi, M. G. A. Lapôtre, Alvise Finotello, Pascale Roy‐Léveillée
2023· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
49
citations
affno abstractunlabeled
Evolution of the Galapagos in the Anthropocene
Pelayo Salinas‐de‐León, Sheyla Berthilda Pincay Andrade, Camila Arnés‐Urgellés, Rafael Bermúdez, Santiago Bucaram, Salomé Buglass +15 more
2020· article· en· Nature Climate Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
45
citations
affno abstractunlabeled
Southern Hemisphere subtropical drying as a transient response to warming
Kale Sniderman, Josephine R. Brown, Jon Woodhead, Andrew D. King, Nathan P. Gillett, Katarzyna Tokarska +4 more
2019· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
44
citations
affno abstractunlabeled
Three institutional pathways to envision the future of the IPCC
Shinichiro Asayama, Kari De Pryck, Silke Beck, Béatrice Cointe, Paul Edwards, Hélène Guillemot +24 more
2023· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
affno abstractunlabeled
Attributing human mortality from fire PM2.5 to climate change
Chae Yeon Park, Kiyoshi Takahashi, Shinichiro Fujimori, Thanapat Jansakoo, Chantelle Burton, Huilin Huang +9 more
2024· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
40
citations
affno abstractunlabeled
Aligning climate policy with finance ministers' G20 agenda
Ottmar Edenhofer, Brigitte Knopf, Céline Bak, Amar Bhattacharya
2017· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
39
citations

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