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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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Species Distribution and Climate Change
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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.

7,879 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.
7,879 works in the cohort · of 4,299,418page 1 of 158

Labels cover 27 of 7,879 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 7,879 of 7,879 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Ecology of Adaptive Radiation
Dolph Schluter
2000· book· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4,980
citations
affno abstractunlabeled
Rebuilding community ecology from functional traits
Brian J. McGill, Brian J. Enquist, Evan Weiher, Mark Westoby
2006· article· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4,561
citations
affunlabeled
Impacts of climate warming on terrestrial ectotherms across latitude
Curtis Deutsch, Joshua J. Tewksbury, Raymond B. Huey, Kimberly S. Sheldon, Cameron K. Ghalambor, David C. Haak +1 more
2008· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
3,802
citations
affunlabeled
Scientists' warning on invasive alien species
Petr Pyšek, Philip E. Hulme, Daniel Simberloff, Sven Bacher, Tim M. Blackburn, James T. Carlton +17 more
2020· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2,131
citations
affunlabeled
Scenarios for Global Biodiversity in the 21st Century
Henrique M. Pereira, Paul Leadley, Vânia Proença, Rob Alkemade, Jörn P. W. Scharlemann, Juan Fernández‐Manjarrés +17 more
2010· review· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2,048
citations
afffundunlabeled
Predicting species distributions for conservation decisions
Antoine Guisan, Reid Tingley, John B. Baumgartner, Ilona Naujokaitis‐Lewis, Patricia Sutcliffe, Ayesha Tulloch +16 more
2013· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2,019
citations
affunlabeled
Essential Biodiversity Variables
Henrique M. Pereira, Simon Ferrier, Michéle Walters, Gary N. Geller, R.H.G. Jongman, Robert J. Scholes +25 more
2013· article· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1,612
citations
affunlabeled
The broad footprint of climate change from genes to biomes to people
Brett R. Scheffers, Luc De Meester, Tom C. L. Bridge, Ary A. Hoffmann, John M. Pandolfi, Richard T. Corlett +11 more
2016· review· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1,397
citations
affunlabeled
Marine Taxa Track Local Climate Velocities
Malin L. Pinsky, Boris Worm, Michael J. Fogarty, Jorge L. Sarmiento, Simon A. Levin
2013· article· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1,384
citations
affunlabeled
The Pace of Shifting Climate in Marine and Terrestrial Ecosystems
Michael T. Burrows, David S. Schoeman, Lauren B. Buckley, Pippa J. Moore, Elvira S. Poloczanska, Keith Brander +13 more
2011· article· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,338
citations
afffundunlabeled
Improving the forecast for biodiversity under climate change
Mark C. Urban, Greta Bocedi, Andrew P. Hendry, Jean‐Baptiste Mihoub, Guy Pe’er, Alexander Singer +16 more
2016· review· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1,297
citations
affno abstractunlabeled
Warming experiments underpredict plant phenological responses to climate change
E. M. Wolkovich, Benjamin I. Cook, Jenica M. Allen, Theresa M. Crimmins, Julio L. Betancourt, Steven E. Travers +13 more
2012· review· en· Nature· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
1,008
citations
affno abstractunlabeled
So Many Variables: Joint Modeling in Community Ecology
David I. Warton, F. Guillaume Blanchet, Robert B. O’Hara, Otso Ovaskainen, Sara Taskinen, Steven C. Walker +1 more
2015· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
868
citations
affunlabeled
The Sixth Mass Extinction: fact, fiction or speculation?
Robert H. Cowie, Philippe Bouchet, Benoît Fontaine
2022· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
833
citations
affno abstractunlabeled
Global buffering of temperatures under forest canopies
Pieter De Frenne, Florian Zellweger, Francisco Rodríguez‐Sánchez, Brett R. Scheffers, Kristoffer Hylander, Miska Luoto +3 more
2019· review· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
784
citations
affno abstractunlabeled
Outstanding Challenges in the Transferability of Ecological Models
Katherine L. Yates, Phil J. Bouchet, M. Julian Caley, Kerrie Mengersen, Christophe F. Randin, Stephen Parnell +44 more
2018· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
764
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
afffundunlabeled
Applications for deep learning in ecology
Sylvain Christin, Éric Hervet, Nicolas Lecomte
2019· article· en· Methods in Ecology and Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
681
citations
afffundunlabeled
Cold truths: how winter drives responses of terrestrial organisms to climate change
Caroline M. Williams, Hugh A. L. Henry, Brent J. Sinclair
2014· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
668
citations
affunlabeled
Making better biogeographical predictions of species’ distributions
Antoine Guisan, Anthony Lehmann, Simon Ferrier, Mike P. Austin, JACOB MC. C. OVERTON, Richard Aspinall +1 more
2006· article· en· Journal of Applied Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
653
citations

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