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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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Nature Climate Change
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Retraction
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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
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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
Evidence
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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 6 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.

afffundno abstractunlabeled
Engaging diverse knowledge holders in adaptation research
Georgina Cundill, Blane Harvey, Debora Ley, Chandni Singh, B. Huson, Paulina Aldunce +6 more
2024· article· en· Nature Climate Change· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Expert retrospective on a decade of the Paris Agreement
Carl‐Friedrich Schleussner, Paula Castro, Alexandra Lesnikowski, Adelle Thomas, Romain Weikmans, J. Timmons Roberts +3 more
2025· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Assessing uncertainty in climate simulations
Piers Forster, Gabriele C. Hegerl, Reto Knutti, V. Ramaswamy, Susan Solomon, Thomas F. Stocker +2 more
2007· article· en· Nature Climate Change· Decision Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Perspectives on climate change in South Asia
T.S. Amjath-Babu, Nausheen H. Anwar, Abhra Chanda, Rajiv Kumar Chaturvedi, Saadia Hina, Suvarna Fadnavis +3 more
2025· article· en· Nature Climate Change· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Fishing communities at risk
Natalie C. Ban
2019· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Half full or nearly empty?
Christopher Green
2017· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Reply to: Permafrost thaw and northern development
Bernardo Teufel, Laxmi Sushama
2020· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Why longer seasons with climate change may not increase tree growth
E. M. Wolkovich, Ailene K. Ettinger, Alana R. O. Chin, C. J. Chamberlain, Frederik Baumgarten, Kavya Pradhan +2 more
2025· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Targeted policies to break the deadlock on heating bans
Ottmar Edenhofer, Andreas Gerster, Johannes Benedikt Gessner, Erica Myers, Michael Pahle, Karen Palmer
2025· article· en· Nature Climate Change· Energy
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affno abstractunlabeled
Canadian election goes against the 'green shift'
Hannah Hoag
2008· article· en· Nature Climate Change· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Global bias towards recording latitudinal range shifts
Pieter Sanczuk, Jonathan Lenoir, Pierre Denelle, Sabine B. Rumpf, Jérémy Borderieux, Costanza Geppert +2 more
2025· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Tree movements promote carbon sink
John Pedlar
2024· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Reply to 'Threats to coastal aquifers'
Grant Ferguson, Tom Gleeson
2013· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The polar bear struggle
Nicola Jones
2011· article· en· Nature Climate Change· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Canada Basin freshening
Rory Howlett
2012· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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