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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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Ecology and Vegetation Dynamics Studies
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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.

4,502 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.
4,502 works in the cohort · of 4,299,418page 1 of 91

Labels cover 3 of 4,502 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 4,502 of 4,502 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
Effects of Habitat Fragmentation on Biodiversity
Lenore Fahrig
2003· article· en· Annual Review of Ecology Evolution and Systematics· Environmental Science
machine prediction:candidate · noneconsensus · none
7,675
citations
afffundunlabeled
Picante: R tools for integrating phylogenies and ecology
Steven W. Kembel, Peter D. Cowan, Matthew R. Helmus, William K. Cornwell, Hélène Morlon, David D. Ackerly +2 more
2010· article· en· Bioinformatics· Environmental Science
machine prediction:candidate · noneconsensus · none
6,383
citations
affno abstractunlabeled
The global spectrum of plant form and function
Sandra Díaz, Jens Kattge, Johannes H. C. Cornelissen, Ian J. Wright, Sandra Lavorel, Stéphane Dray +29 more
2015· article· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
3,303
citations
affno abstractunlabeled
The diversity–stability debate
Kevin S. McCann
2000· review· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
3,168
citations
affunlabeled
Decline of the North American avifauna
Kenneth V. Rosenberg, Adriaan M. Dokter, Peter J. Blancher, John R. Sauer, Adam C. Smith, Paul A. Smith +5 more
2019· article· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
2,057
citations
affunlabeled
Response diversity, ecosystem change, and resilience
Thomas Elmqvist, Carl Folke, Magnus Nyström, Garry Peterson, Jan Bengtsson, Brian Walker +1 more
2003· review· en· Frontiers in Ecology and the Environment· Environmental Science
machine prediction:candidate · noneconsensus · none
1,902
citations
affunlabeled
Ecological consequences of genetic diversity
A. Randall Hughes, Brian D. Inouye, Marc T. J. Johnson, Nora Underwood, Mark Vellend
2008· review· en· Ecology Letters· Environmental Science
machine prediction:candidate · noneconsensus · none
1,804
citations
affno abstractunlabeled
High plant diversity is needed to maintain ecosystem services
Forest Isbell, Vincent Calcagno, Andy Hector, John Connolly, W. Stanley Harpole, Peter B. Reich +8 more
2011· article· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
1,631
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
machine prediction:candidate · noneconsensus · none
1,166
citations
afffundunlabeled
Global ecosystem thresholds driven by aridity
Miguel Berdugo, Manuel Delgado‐Baquerizo, Santiago Soliveres, Rocío Hernández‐Clemente, Yanchuang Zhao, Juan Gaitán +7 more
2020· article· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
1,156
citations
affunlabeled
Ecological Restoration and Global Climate Change
J. Arthur Harris, Richard J. Hobbs, Eric Higgs, James Aronson
2006· article· en· Restoration Ecology· Environmental Science
machine prediction:candidate · noneconsensus · none
915
citations
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