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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 1 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
TRY – a global database of plant traits
Jens Kattge, Soledad Dı́az, Sandra Lavorel, I. Colin Prentice, Paul Leadley, Gerhard Bönisch +129 more
2011· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2,669
citations
affunlabeled
TRY plant trait database – enhanced coverage and open access
Jens Kattge, Gerhard Bönisch, Sandra Dı́az, Sandra Lavorel, I. Colin Prentice, Paul Leadley +720 more
2019· article· en· Global Change Biology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2,076
citations
affunlabeled
Plant trait responses to grazing – a global synthesis
Sandra Dı́az, Sandra Lavorel, S. McIntyre, Valeria Falczuk, Fernando Casanoves, Daniel G. Milchunas +8 more
2006· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,166
citations
affunlabeled
Global change pressures on soils from land use and management
Pete Smith, Joanna I. House, Mercedes Bustamante, Jaroslava Sobocká, R.J. Harper, Genxing Pan +15 more
2015· review· en· Global Change Biology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
1,014
citations
affunlabeled
Terrestrial biosphere models need better representation of vegetation phenology: results from the <scp>N</scp>orth <scp>A</scp>merican <scp>C</scp>arbon <scp>P</scp>rogram <scp>S</scp>ite <scp>S</scp>ynthesis
Andrew D. Richardson, M. Altaf Arain, Alan Barr, Gil Bohrer, Guangsheng Chen, Jing M Chen +24 more
2011· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow
715
citations
affunlabeled
Uncertainty in ensemble forecasting of species distribution
Laëtitia Buisson, Wilfried Thuiller, Nicolas Casajus, Sovan Lek, Gaël Grenouillet
2009· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
696
citations
aboutno affunlabeled
Northern hemisphere photosynthetic trends 1982–99
D. A. Slayback, Jorge Enrique Dí­az Pinzón, S. O. Los, Compton J. Tucker
2002· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
556
citations
afffundunlabeled
A synthesis of radial growth patterns preceding tree mortality
Maxime Cailleret, Steven Jansen, Elisabeth M. R. Robert, Lucía DeSoto, Tuomas Aakala, Joseph A. Antos +59 more
2016· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
550
citations
affunlabeled
Global declines of caribou and reindeer
Liv S. Vors, Mark S. Boyce
2009· article· en· Global Change Biology· Health Professions
distilled prediction:candidate · noneconsensus · none
508
citations
affunlabeled
Urban ecosystems and the North American carbon cycle
Diane E. Pataki, Ralph J. Alig, Alan S. Fung, Nancy E. Golubiewski, Christopher Kennedy, E. Gregory McPherson +2 more
2006· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
451
citations

How this was built: Screen · Findings · About