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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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Nature Ecology & Evolution
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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.

384 results · 1 filter active ·
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20162025
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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.
384 works in the cohort · of 4,299,418page 1 of 8

Labels cover 0 of 384 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 384 of 384 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
The global burden of pathogens and pests on major food crops
Serge Savary, Laetitia Willocquet, Sarah J. Pethybridge, Paul D. Esker, N. McRoberts, Andy Nelson
2019· article· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
3,959
citations
afffundno abstractunlabeled
Function and functional redundancy in microbial systems
Stilianos Louca, Martin F. Polz, Florent Mazel, Michaeline Albright, Julie A. Huber, Mary I. O’Connor +6 more
2018· review· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
2,095
citations
affno abstractunlabeled
The exceptional value of intact forest ecosystems
James Watson, Tom Evans, Oscar Venter, Brooke Williams, Ayesha Tulloch, Claire Stewart +22 more
2018· review· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1,160
citations
affno abstractunlabeled
The ecological importance of intraspecific variation
Simone Des Roches, David M. Post, Nash E. Turley, Joseph K. Bailey, Andrew P. Hendry, Michael T. Kinnison +2 more
2017· review· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
930
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
Global trait–environment relationships of plant communities
Helge Bruelheide, Jürgen Dengler, Oliver Purschke, Jonathan Lenoir, Borja Jiménez‐Alfaro, S.M. Hennekens +99 more
2018· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
716
citations
affno abstractunlabeled
Ecosystem tipping points in an evolving world
Vasilis Dakos, Blake Matthews, Andrew P. Hendry, Jonathan M. Levine, Nicolas Loeuille, Jon Norberg +3 more
2019· review· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
441
citations
affno abstractunlabeled
Food web rewiring in a changing world
Timothy Bartley, Kevin S. McCann, Carling Bieg, Kévin Cazelles, Mónica Granados, Matthew M. Guzzo +3 more
2019· review· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
372
citations
affno abstractunlabeled
Phylotranscriptomic consolidation of the jawed vertebrate timetree
Iker Irisarri, Denis Baurain, Henner Brinkmann, Frédéric Delsuc, Jean‐Yves Sire, Alexander Kupfer +5 more
2017· article· en· Nature Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
317
citations
afffundunlabeled
Sex-dependent dominance maintains migration supergene in rainbow trout
Devon E. Pearse, Nicola J. Barson, Torfinn Nome, Guangtu Gao, Matthew A. Campbell, Alicia Abadía‐Cardoso +26 more
2019· article· en· Nature Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
312
citations
afffundunlabeled
Megaphylogeny resolves global patterns of mushroom evolution
Torda Varga, Krisztina Krizsán, Csenge Földi, Bálint Dima, Marisol Sánchez‐García, Santiago Sánchez‐Ramírez +56 more
2019· article· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
300
citations
fundno affno abstractunlabeled
Enhanced peak growth of global vegetation and its key mechanisms
Kun Huang, Jianyang Xia, Ying‐Ping Wang, Anders Ahlström, Jiquan Chen, Robert B. Cook +15 more
2018· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
300
citations
affno abstractunlabeled
Why conservation biology can benefit from sensory ecology
Davide M. Dominoni, Wouter Halfwerk, Emily Baird, Rachel T. Buxton, Esteban Fernández‐Juricic, Kurt M. Fristrup +12 more
2020· review· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
287
citations
affno abstractunlabeled
Priority list of biodiversity metrics to observe from space
Andrew K. Skidmore, Nicholas C. Coops, Elnaz Neinavaz, Abebe Mohammed Ali, Michael E. Schaepman, Marc Paganini +26 more
2021· review· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
277
citations
afffundno abstractunlabeled
Change in dominance determines herbivore effects on plant biodiversity
Sally E. Koerner, Melinda D. Smith, Deron E. Burkepile, Niall P. Hanan, Meghan L. Avolio, Scott L. Collins +76 more
2018· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
267
citations
affno abstractunlabeled
Predator traits determine food-web architecture across ecosystems
Ulrich Brose, Philippe Archambault, Andrew D. Barnes, Louis‐Félix Bersier, Thomas Boy, João Canning‐Clode +47 more
2019· article· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
260
citations
affno abstractunlabeled
Microbial transmission in animal social networks and the social microbiome
Amar Sarkar, Siobhán Harty, Katerina V.‐A. Johnson, Andrew H. Moeller, Elizabeth A. Archie, Laura D Schell +4 more
2020· review· en· Nature Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
248
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
affno abstractunlabeled
A guide to ecosystem models and their environmental applications
William L. Geary, Michael Bode, Tim S. Doherty, Elizabeth A. Fulton, Dale G. Nimmo, Ayesha Tulloch +2 more
2020· review· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
240
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
affunlabeled
Open Science principles for accelerating trait-based science across the Tree of Life
Rachael V. Gallagher, Daniel S. Falster, Brian Maitner, Roberto Salguero‐Gómez, Vigdis Vandvik, William D. Pearse +50 more
2020· review· en· Nature Ecology & Evolution· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · metaresearch
229
citations
affno abstractunlabeled
Isotopic evidence for oligotrophication of terrestrial ecosystems
Joseph M. Craine, Andrew J. Elmore, Lixin Wang, Julieta N. Aranibar, Marijn Bauters, Pascal Boeckx +32 more
2018· article· en· Nature Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
222
citations

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