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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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Global Change Biology
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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
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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.

1,121 results · 1 filter active ·
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20002025
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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.
1,121 works in the cohort · of 4,299,418page 8 of 23

Labels cover 1 of 1,121 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 1,121 of 1,121 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Tallo: A global tree allometry and crown architecture database
Tommaso Jucker, Fabian Jörg Fischer, Jérôme Chave, David A. Coomes, John P. Caspersen, Arshad Ali +113 more
2022· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
110
citations
affunlabeled
Topsoil organic matter build‐up in glacier forelands around the world
Norine Khedim, Lauric Cécillon, Jérôme Poulenard, Pierre Barré, François Baudin, Silvio Marta +15 more
2020· article· en· Global Change Biology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
110
citations
affunlabeled
Rethinking false spring risk
C. J. Chamberlain, Benjamin I. Cook, Iñaki García de Cortázar Atauri, E. M. Wolkovich
2019· review· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
107
citations
affunlabeled
Soil Carbon Saturation: What Do We Really Know?
Katerina Georgiou, Denis A. Angers, Ryan E. Champiny, M. Francesca Cotrufo, Matthew E. Craig, Sebastian Döetterl +9 more
2025· review· en· Global Change Biology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
101
citations
afffundunlabeled
Climate change disrupts core habitats of marine species
Dorothee Hodapp, Irene T. Roca, Dario Fiorentino, Cristina Garilao, Kristin Kaschner, Kathleen Kesner‐Reyes +6 more
2023· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
101
citations
fundno affunlabeled
Tracking climate impacts on the migratory monarch butterfly
Elise F. Zipkin, Leslie Ries, Rick Reeves, James Regetz, Karen S. Oberhauser
2012· article· en· Global Change Biology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
100
citations

How this was built: Screen · Findings · About