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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 3 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
Shifting habitats expose fishing communities to risk under climate change
Lauren A. Rogers, Robert Griffin, Talia Young, Emma Fuller, Kevin St. Martin, Malin L. Pinsky
2019· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
165
citations
affno abstractunlabeled
Sea-ice-free Arctic during the Last Interglacial supports fast future loss
Maria Vittoria Guarino, Louise C. Sime, David Schröeder, Irene Malmierca‐Vallet, Erica Rosenblum, Mark A. Ringer +6 more
2020· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
150
citations
affno abstractunlabeled
The impact of lower sea-ice extent on Arctic greenhouse-gas exchange
Frans‐Jan W. Parmentier, Torben R. Christensen, Lise Lotte Sørensen, Søren Rysgaard, A. David McGuire, Paul Miller +1 more
2013· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
146
citations
aboutno affno abstractunlabeled
Increase in acidifying water in the western Arctic Ocean
Di Qi, Liqi Chen, Baoshan Chen, Zhongyong Gao, Wenli Zhong, Richard A. Feely +7 more
2017· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
135
citations
affno abstractunlabeled
A climate risk index for marine life
Daniel G. Boyce, Derek P. Tittensor, Cristina Garilao, Stephanie Henson, Kristin Kaschner, Kathleen Kesner‐Reyes +7 more
2022· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
135
citations
affno abstractunlabeled
The adaptation challenge in the Arctic
James D. Ford, Graham McDowell, Tristan Pearce
2015· article· en· Nature Climate Change· Social Sciences
distilled prediction:candidate · noneconsensus · none
133
citations
affunlabeled
Natural hybridization reduces vulnerability to climate change
Chris J. Brauer, Jonathan Sandoval‐Castillo, Katie Gates, Michael P. Hammer, Peter J. Unmack, Louis Bernatchez +1 more
2023· article· en· Nature Climate Change· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
120
citations
affno abstractunlabeled
Opening up the black box of adaptation decision-making
Robbert Biesbroek, Johann Dupuis, Andrew Jordan, Adam Wellstead, Michael Howlett, Paul Cairney +2 more
2015· article· en· Nature Climate Change· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
120
citations
affno abstractunlabeled
Constructed wetlands as biofuel production systems
Dong Liu, Xu Wu, Jie Chang, Baojing Gu, Yong Ki Min, Ying Ge +4 more
2012· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
119
citations
affno abstractunlabeled
The fate of Madagascar’s rainforest habitat
Toni Lyn Morelli, Adam B. Smith, Amanda N. Mancini, Elizabeth A. Balko, Cortni Borgerson, Rainer Dolch +16 more
2019· article· en· Nature Climate Change· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
115
citations
affno abstractunlabeled
Global burned area increasingly explained by climate change
Chantelle Burton, Seppe Lampe, Douglas I. Kelley, Wim Thiery, Stijn Hantson, Nikolaos Christidis +15 more
2024· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
110
citations
affno abstractunlabeled
Carbon prices across countries
Chris Bataille, Céline Guivarch, Stéphane Hallegatte, Joeri Rogelj, Henri Waisman
2018· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
108
citations
affno abstractunlabeled
A sensible climate solution for the boreal forest
Rasmus Astrup, Pierre Y. Bernier, Hélène Genet, David A. Lutz, Ryan M. Bright
2017· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · stsconsensus · none
107
citations
affno abstractunlabeled
Groundwater vulnerability on small islands
Shannon Holding, D. M. Allen, S. B. Foster, Amy I. Hsieh, Isabelle Larocque, J. Klassen +1 more
2016· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
91
citations
affno abstractunlabeled
Valuing temporary carbon storage
Annie Levasseur, Miguel Brandão, Pascal Lesage, Manuele Margni, Pennington David, Roland Clift +1 more
2011· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
90
citations

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