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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 2 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.

affno abstractunlabeled
Water quality mediates resilience on the Great Barrier Reef
M. Aaron MacNeil, Camille Mellin, Samuel A. Matthews, Nicholas H. Wolff, Tim R. McClanahan, Michelle Devlin +3 more
2019· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
203
citations
affno abstractunlabeled
Homo sapiens in Arabia by 85,000 years ago
Huw S. Groucutt, Rainer Grün, Iyad A. S. Zalmout, Nick Drake, Simon J. Armitage, Ian Candy +24 more
2018· article· en· Nature Ecology & Evolution· Social Sciences
distilled prediction:candidate · noneconsensus · none
186
citations
affno abstractunlabeled
Mobilizing the past to shape a better Anthropocene
Nicole Boivin, Alison Crowther
2021· review· en· Nature Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
169
citations
affno abstractunlabeled
Global marine protected areas to prevent extinctions
Lindsay N. K. Davidson, Nicholas K. Dulvy
2017· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
169
citations
fundno affno abstractunlabeled
Global gaps in soil biodiversity data
Erin K. Cameron, Inês S. Martins, Patrick Lavelle, Jérôme Mathieu, Leho Tedersoo, Felix Gottschall +18 more
2018· letter· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
157
citations
afffundno abstractunlabeled
A global biodiversity observing system to unite monitoring and guide action
Andrew Gonzalez, Petteri Vihervaara, Patricia Balvanera, Amanda E. Bates, Elisa Bayraktarov, Peter J. Bellingham +85 more
2023· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
156
citations
afffundunlabeled
Current levels of microplastic pollution impact wild seabird gut microbiomes
Gloria Fackelmann, Christopher K. Pham, Yasmina Rodríguez, Mark L. Mallory, Jennifer F. Provencher, Julia E. Baak +1 more
2023· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
153
citations
affno abstractunlabeled
The marine fish food web is globally connected
Camille Albouy, Philippe Archambault, Ward Appeltans, Miguel B. Araújo, David Beauchesne, Kévin Cazelles +9 more
2019· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
147
citations
affno abstractunlabeled
A million and more trees for science
Alain Paquette, Andy Hector, Bastien Castagneyrol, Margot Vanhellemont, Julia Koricheva, Michael Scherer-Lorenzen +39 more
2018· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
146
citations
affno abstractunlabeled
A global test of ecoregions
Jeffrey R. Smith, Andrew D. Letten, Po‐Ju Ke, Christopher B. Anderson, J. Nicholas Hendershot, Manpreet K. Dhami +10 more
2018· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
143
citations
affunlabeled
Supergene origin and maintenance in Atlantic cod
Michael Matschiner, Julia M. I. Barth, Ole K. Tørresen, Bastiaan Star, Helle Tessand Baalsrud, Marine Servane Ono Brieuc +4 more
2022· article· en· Nature Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
141
citations
afffundunlabeled
Warming shortens flowering seasons of tundra plant communities
Janet S. Prevéy, Christian Rixen, Nadja Rüger, Toke T. Høye, Anne D. Bjorkman, Isla H. Myers‐Smith +32 more
2018· article· en· Nature Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
137
citations
afffundunlabeled
A global perspective on the trophic geography of sharks
Christopher Bird, Ana Veríssimo, Sarah Magozzi, Kátya G. Abrantes, Álex Aguilar, Hassan A. Al‐Reasi +67 more
2018· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
131
citations
affno abstractunlabeled
Synchronized failure of global crop production
Zia Mehrabi, Navin Ramankutty
2019· article· en· Nature Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
127
citations
affunlabeled
Mapping the planet’s critical natural assets
Rebecca Chaplin‐Kramer, Rachel Neugarten, Richard Sharp, Pamela Collins, Stephen Polasky, David Hole +22 more
2022· article· en· Nature Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
120
citations

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