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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.

affaffiliation
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venuejournal
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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 2 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
taxize: taxonomic search and retrieval in R
Scott Chamberlain, Eduard Szöcs
2013· article· en· F1000Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
564
citations
affunlabeled
Climate change vulnerability assessment of species
Wendy Foden, Bruce E. Young, H. Reşi̇t Akçakaya, Raquel A. Garcia, Ary A. Hoffmann, Bruce A. Stein +12 more
2018· article· en· Wiley Interdisciplinary Reviews Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
525
citations
affunlabeled
Adaptive responses of animals to climate change are most likely insufficient
Viktoriia Radchuk, Thomas E. Reed, Céline Teplitsky, Martijn van de Pol, Anne Charmantier, Christopher Hassall +59 more
2019· review· en· Nature Communications· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
523
citations
affunlabeled
Climate change hastens population extinctions
John F. McLaughlin, Jessica J. Hellmann, Carol L. Boggs, Paul R. Ehrlich
2002· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
504
citations
affno abstractunlabeled
Where and When do Species Interactions Set Range Limits?
Allison M. Louthan, Daniel F. Doak, Amy L. Angert
2015· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
504
citations
affno abstractunlabeled
Conservation of Biodiversity in a Changing Climate
Lee Hannah, Guy F. Midgley, Thomas Ε. Lovejoy, William J. Bond, Mark B. Bush, Jon C. Lovett +2 more
2002· article· en· Conservation Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
460
citations
afffundunlabeled
Mainstreaming the social sciences in conservation
Nathan Bennett, Robin Roth, Sarah C. Klain, Kai M. A. Chan, Douglas A. Clark, Georgina Cullman +10 more
2016· article· en· Conservation Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
452
citations
affunlabeled
Interpreting insect declines: seven challenges and a way forward
Raphaël K. Didham, Yves Basset, C. Matilda Collins, Simon R. Leather, Nick A. Littlewood, Myles H. M. Menz +7 more
2020· article· en· Insect Conservation and Diversity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
438
citations
affunlabeled
Behavioral flexibility as a mechanism for coping with climate change
Erik A. Beever, L. Embere Hall, Johanna Varner, Anne E. Loosen, Jason B. Dunham, Megan K. Gahl +2 more
2017· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
431
citations
fundno affunlabeled
Global Conservation Significance of Ecuador's Yasuní National Park
Margot Bass, Matt Finer, Clinton N. Jenkins, Holger Kreft, Diego F. Cisneros‐Heredia, Shawn F. McCracken +7 more
2010· article· en· PLoS ONE· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
418
citations
affunlabeled
Bringing an ecological view of change to Landsat‐based remote sensing
Robert E. Kennedy, Serge Andréfouët, Warren B. Cohen, Cristina Gómez, Patrick Griffiths, Martin Hais +16 more
2014· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
384
citations
affunlabeled
Multidimensional evaluation of managed relocation
David M. Richardson, Jessica J. Hellmann, J. S. McLachlan, Dov F. Sax, Mark W. Schwartz, Patrick González +16 more
2009· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
381
citations
affno abstractunlabeled
Mesocosm Experiments as a Tool for Ecological Climate-Change Research
Rebecca Stewart, Matteo Dossena, David A. Bohan, Erik Jeppesen, Rebecca L. Kordas, Mark E. Ledger +8 more
2013· book-chapter· en· Advances in ecological research/Advances in Ecological Research· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
381
citations

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