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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 4 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
Genetic diversity loss in the Anthropocene
Moisés Expósito‐Alonso, Tom R. Booker, Lucas Czech, Lauren Gillespie, Shannon Hateley, Christopher C. Kyriazis +9 more
2022· article· en· Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
272
citations
affunlabeled
taxize: taxonomic search and retrieval in R
Scott Chamberlain, Eduard Szöcs
2013· preprint· en· F1000Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
270
citations
affunlabeled
Taxonomy based on science is necessary for global conservation
Scott Thomson, Richard L. Pyle, Shane T. Ahyong, Miguel A. Alonso-Zarazaga, Joe Ammirati, Juan Francisco Araya +177 more
2018· letter· en· PLoS Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
260
citations
affunlabeled
Evolution caused by extreme events
Peter R. Grant, B. Rosemary Grant, Raymond B. Huey, Marc T. J. Johnson, Andrew H. Knoll, Johanna Schmitt
2017· article· en· Philosophical Transactions of the Royal Society B Biological Sciences· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
253
citations
affno abstractunlabeled
Global determinants of zoogeographical boundaries
Gentile Francesco Ficetola, Florent Mazel, Wilfried Thuiller
2017· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
245
citations
affunlabeled
The priority of prediction in ecological understanding
Jeff E. Houlahan, Shawn T. McKinney, T. Michael Anderson, Brian J. McGill
2016· article· en· Oikos· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
245
citations
afffundunlabeled
Phylogenetic conservatism in plant phenology
T. Jonathan Davies, E. M. Wolkovich, Nathan J. B. Kraft, Nicolas Salamin, Jenica M. Allen, Toby R. Ault +11 more
2013· article· en· Journal of Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
245
citations
affno abstractunlabeled
Global satellite monitoring of climate-induced vegetation disturbances
Nate G. McDowell, Nicholas C. Coops, Pieter S. A. Beck, Jeffrey Q. Chambers, Chandana Gangodagamage, Jeffrey A. Hicke +16 more
2014· review· en· Trends in Plant Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
237
citations
affno abstractunlabeled
Connecting Earth observation to high-throughput biodiversity data
Alex Bush, Rahel Sollmann, Andreas Wilting, Kristine Bohmann, Beth Cole, Heiko Balzter +25 more
2017· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
236
citations
afffundunlabeled
Benchmarking novel approaches for modelling species range dynamics
Damaris Zurell, Wilfried Thuiller, Jörn Pagel, Juliano Sarmento Cabral, Tamara Münkemüller, Dominique Gravel +5 more
2016· article· en· Global Change Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
232
citations
afffundno abstractunlabeled
Stakeholder engagement in the study and management of invasive alien species
Ross T. Shackleton, Tim Adriaens, Giuseppe Brundu, Katharina Dehnen‐Schmutz, Rodrigo A. Estévez, Jana Fried +8 more
2018· review· en· Journal of Environmental Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
231
citations
affunlabeled
The thermal ecology and physiology of reptiles and amphibians: A user's guide
Emily N. Taylor, Luisa Maria Diele‐Viegas, Eric J. Gangloff, Joshua M. Hall, Bálint Halpern, Melanie D. Massey +5 more
2020· review· en· Journal of Experimental Zoology Part A Ecological and Integrative Physiology· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
231
citations

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