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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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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.

713 results · 1 filter active ·
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20042025
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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.
713 works in the cohort · of 4,299,418page 1 of 15

Labels cover 0 of 713 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 713 of 713 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Carbon emissions from land use and land-cover change
R. A. Houghton, Joanna I. House, Julia Pongratz, Guido R. van der Werf, Ruth DeFries, Matthew C. Hansen +2 more
2012· article· en· Biogeosciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,343
citations
affunlabeled
Height-diameter allometry of tropical forest trees
Ted R. Feldpausch, Lindsay F. Banin, Oliver L. Phillips, Timothy R. Baker, Simon L. Lewis, Carlos Alberto Quesada +47 more
2011· article· en· Biogeosciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
576
citations
affunlabeled
The status and challenge of global fire modelling
Stijn Hantson, Almut Arneth, Sandy P. Harrison, Douglas I. Kelley, I. Colin Prentice, Sam S. Rabin +22 more
2016· article· en· Biogeosciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
451
citations
affunlabeled
Constraining global methane emissions and uptake by ecosystems
Renato Spahni, R. Wania, Lisa Neef, Michiel van Weele, Isabelle Pison, Philippe Bousquet +5 more
2011· article· en· Biogeosciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
323
citations
affunlabeled
Biomass burning fuel consumption rates: a field measurement database
T. T. van Leeuwen, Guido R. van der Werf, A. Hoffmann, R. G. Detmers, Gernot Rücker, Nancy H. F. French +17 more
2014· article· en· Biogeosciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
221
citations
fundno affunlabeled
Trends and regional distributions of land and ocean carbon sinks
J. L. Sarmiento, Manuel Gloor, Nicolas Gruber, Claudie Beaulieu, A. R. Jacobson, S. E. Mikaloff Fletcher +2 more
2010· article· en· Biogeosciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
219
citations
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