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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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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.

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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 5 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.

afffundaboutunlabeled
Climate change induced hybridization in flying squirrels
Colin J. Garroway, Jeff Bowman, TARA J. CASCADEN, Gillian L. Holloway, Carolyn G. Mahan, Jay R. Malcolm +3 more
2009· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
179
citations
aboutno affunlabeled
Testing for tree‐ring divergence in the European Alps
Ulf Büntgen, David Frank, Rob Wilson, Marco Carrer, Carlo Urbinati, Jan Esper
2008· article· en· Global Change Biology· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
171
citations
affunlabeled
Radiative forcing of natural forest disturbances
T. L. O’Halloran, B. E. Law, Michael L. Goulden, Zhuosen Wang, Jordan G. Barr, Crystal Schaaf +5 more
2011· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
170
citations
affunlabeled
Arctic alpine vegetation change over 20 years
Scott D. Wilson, Christer Nilsson
2009· article· en· Global Change Biology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
169
citations
affaboutunlabeled
Postfire carbon balance in boreal bogs of Alberta, Canada
R. Kelman Wieder, Kimberli D. Scott, Katherine Kamminga, Melanie A. Vile, Dale H. Vitt, TIFFANY BONE +3 more
2008· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
162
citations
affunlabeled
Climate change research and action must look beyond 2100
Christopher J. Lyon, Erin E. Saupe, Chris Smith, Daniel J. Hill, Andrew P. Beckerman, Lindsay C. Stringer +8 more
2021· article· en· Global Change Biology· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
157
citations
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