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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 5 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
Permafrost thaw and northern development
H B O'Neill, C. R. Burn, Michel Allard, Lukas U. Arenson, Melissa Bunn, Ryan Connon +5 more
2020· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
affno abstractunlabeled
The future is collaborative
Georgina Cundill, Bruce Currie‐Alder, Mattia Federico Leone
2019· article· en· Nature Climate Change· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
35
citations
affno abstractunlabeled
Global exposure risk of frogs to increasing environmental dryness
Nicholas C. Wu, Rafael Parelli Bovo, Urtzi Enriquez‐Urzelai, Susana Clusella‐Trullas, Michael Kearney, Carlos A. Navas +1 more
2024· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
35
citations
afffundunlabeled
Sea-ice decline could keep zooplankton deeper for longer
Hauke Flores, Gaëlle Veyssière, Giulia Castellani, Jeremy Wilkinson, Mario Hoppmann, Michael Kärcher +8 more
2023· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
33
citations
affno abstractunlabeled
Improving the social cost of nitrous oxide
David Kanter, Claudia Wagner‐Riddle, Peter M. Groffman, Eric A. Davidson, James N. Galloway, Jesse D. Gourevitch +9 more
2021· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Megaproject reclamation and climate change
Rebecca C. Rooney, Derek T. Robinson, R. M. Petrone
2015· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Reconsidering space-for-time substitution in climate change ecology
Margaret E. K. Evans, Peter B. Adler, Amy L. Angert, Sharmila M. N. Dey, Martin P. Girardin, Kelly A. Heilman +6 more
2025· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
28
citations
affno abstractunlabeled
Ocean extremes as a stress test for marine ecosystems and society
Kathryn E. Smith, Alex Sen Gupta, Michael T. Burrows, Karen Filbee‐Dexter, Alistair J. Hobday, Neil J. Holbrook +7 more
2025· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
The increasing relevance of phenology to conservation
Ailene K. Ettinger, C. J. Chamberlain, E. M. Wolkovich
2022· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affunlabeled
Protect young secondary forests for optimum carbon removal
Nathaniel Robinson, C. Ronnie Drever, David A. Gibbs, Kristine Lister, Adriane Esquivel‐Muelbert, Viola Heinrich +7 more
2025· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
The co-benefits of carbon management on country
Donna Green, Liz Minchin
2012· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
25
citations
affno abstractunlabeled
A place at the table?
Nicholas K. Dulvy, Edward H. Allison
2009· article· en· Nature Climate Change· Energy
distilled prediction:candidate · noneconsensus · none
25
citations
affno abstractunlabeled
Difficult but not impossible
Ove Hoegh‐Guldberg, Terry L. Root, Francis W. Zwiers, Peter A. Stott, David W. Pierce, Myles Allen
2011· article· en· Nature Climate Change· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affno abstractgemma · stsgpt · stsmodels split
The co-production of knowledge for climate science
Kimberley Miner, Leslie Canavera, Jared Gonet, Kelly Luis, Marisol Maddox, Paul McCarney +3 more
2023· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
20
citations
aboutno affunlabeled
Arctic glaciers record wavier circumpolar winds
Ingo Sasgen, Annette Salles, Martin Wegmann, Bert Wouters, Xavier Fettweis, Brice Noël +1 more
2022· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Midlatitudes unaffected by sea ice loss
John C. Fyfe
2019· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
affno abstractunlabeled
Adaptation requires attuning to shifting temporal patterns
Scott Bremer, Nicole Klenk, Michelle Bastian, Danielle Kwan-Lafond
2023· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
Detecting long-term Arctic surface water changes
Ian Olthof, Robert Fraser, Jurjen van der Sluijs, Hana Travers-Smith
2023· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
affno abstractunlabeled
A few scenarios still do not fit all
Vanessa Schweizer
2018· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations
affno abstractunlabeled
Reply to 'Response of chinook salmon to climate change'
Nicolas J. Muñoz, Anthony P. Farrell, John W. Heath, Bryan D. Neff
2015· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Author Correction: Future climate risk from compound events
Jakob Zscheischler, Seth Westra, Bart van den Hurk, Sonia I. Seneviratne, Philip J. Ward, A. J. Pitman +5 more
2018· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
fundno affno abstractunlabeled
Tree harvesting is not the same as deforestation
Geoff Wells, Casey M. Ryan, Luís Artur, Natasha Ribeiro, Samuel Bowers, Peter Hargreaves +3 more
2022· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations

How this was built: Screen · Findings · About