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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.

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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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Trends in 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.

408 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.
408 works in the cohort · of 4,299,418page 2 of 9

Labels cover 0 of 408 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 408 of 408 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Big questions, small worlds: microbial model systems in ecology
Christine M. Jessup, Rees Kassen, Samantha E. Forde, Ben Kerr, Angus Buckling, Paul B. Rainey +1 more
2004· article· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
461
citations
affno abstractunlabeled
Demography in an increasingly variable world
Mark S. Boyce, C. V. Haridas, C LEE, THENCEASSTOCHASTICDEMOGRAPHYW
2005· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
461
citations
affno abstractunlabeled
Functional Rarity: The Ecology of Outliers
Cyrille Violle, Wilfried Thuiller, Nicolas Mouquet, François Munoz, Nathan J. B. Kraft, Marc W. Cadotte +2 more
2017· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
436
citations
affno abstractunlabeled
Recovery of marine animal populations and ecosystems
Heike K. Lotze, Marta Coll, Anna M. Magera, Christine A. Ward‐Paige, Laura Airoldi
2011· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
422
citations
affno abstractunlabeled
Challenging the paradigms of deep-sea ecology
Roberto Danovaro, Paul V. R. Snelgrove, Paul A. Tyler
2014· review· en· Trends in Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
421
citations
affno abstractunlabeled
Are natural microcosms useful model systems for ecology?
Diane S. Srivastava, Jurek Kolasa, Jan Bengtsson, Andrew Gonzalez, Sharon Lawler, Thomas E. Miller +4 more
2004· article· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
415
citations
affno abstractunlabeled
Evolution in an acidifying ocean
Jennifer M. Sunday, Piero Calosi, Sam Dupont, Philip L. Munday, Jonathon H. Stillman, Thorsten B. H. Reusch
2013· review· en· Trends in Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
391
citations
affno abstractunlabeled
Many wrongs: the advantage of group navigation
Andrew M. Simons
2004· article· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
382
citations
fundno affunlabeled
Oxidative damage, ageing, and life-history evolution: where now?
Colin Selman, Jonathan D. Blount, Daniel H. Nussey, John R. Speakman
2012· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
381
citations
affno abstractunlabeled
A horizon scan of global conservation issues for 2010
William J. Sutherland, Mick N. Clout, Isabelle M. Côté, Peter Daszak, Michael H. Depledge, Liz Fellman +17 more
2009· article· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
371
citations
affno abstractunlabeled
Inferring biotic interactions from proxies
Ignacio Morales‐Castilla, Miguel G. Matias, Dominique Gravel, Miguel B. Araújo
2015· review· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
369
citations
affno abstractunlabeled
Plant–Soil Feedback: Bridging Natural and Agricultural Sciences
Pierre Mariotte, Zia Mehrabi, Т. Martijn Bezemer, Gerlinde B. De Deyn, Andrew Kulmatiski, Barbara Drigo +3 more
2017· review· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
369
citations
affno abstractunlabeled
Ecosystem ecology: size-based constraints on the pyramids of life
Rowan Trebilco, Julia K. Baum, Anne K. Salomon, Nicholas K. Dulvy
2013· article· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
368
citations
affno abstractunlabeled
Surplus Carbon Drives Allocation and Plant–Soil Interactions
Cindy E. Prescott, S. J. Grayston, Heljä‐Sisko Helmisaari, Eva Kaštovská, Christian Körner, Hans Lambers +3 more
2020· review· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
367
citations
affno abstractunlabeled
The evolution of the worldwide leaf economics spectrum
Lisa A. Donovan, Hafiz Maherali, Christina M. Caruso, Heidrun Huber, Hans de Kroon
2011· review· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
366
citations
affno abstractunlabeled
Historical baselines for large marine animals
Heike K. Lotze, Boris Worm
2009· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
352
citations
affno abstractunlabeled
The genes underlying the process of speciation
Patrik Nosil, Dolph Schluter
2011· article· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
349
citations
afffundno abstractunlabeled
The case for ecological neutral theory
James Rosindell, Stephen P. Hubbell, Fangliang He, Luke J. Harmon, Rampal S. Etienne
2012· article· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
343
citations
affno abstractunlabeled
Disruptive selection and then what?
Claus Rueffler, Tom J. M. Van Dooren, Olof Leimar, Peter A. Abrams
2006· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
325
citations
affno abstractunlabeled
Nature versus nurture in social insect caste differentiation
Tanja Schwander, Nathan Lo, Madeleine Beekman, Benjamin P. Oldroyd, Laurent Keller
2010· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
312
citations
affno abstractunlabeled
The evolutionary ecology of metacommunities
Mark C. Urban, Mathew A. Leibold, Priyanga Amarasekare, Richard Gomulkiewicz, Michael Hochberg, Christopher A. Klausmeier +3 more
2008· article· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
310
citations
affno abstractunlabeled
Extinctions in ancient and modern seas
Paul G. Harnik, Heike K. Lotze, Sean C. Anderson, Zoe V. Finkel, Seth Finnegan, David R. Lindberg +8 more
2012· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
298
citations
affno abstractunlabeled
The ecological significance of manipulative parasites
Thierry Léfèvre, Camille Lebarbenchon, Michel Gauthier‐Clerc, Dorothée Missé, Robert Poulin, Frédéric Thomas
2008· article· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
294
citations
affno abstractunlabeled
Plant coexistence mediated by arbuscular mycorrhizal fungi
Miranda M. Hart, R. J. Reader, John N. Klironomos
2003· article· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
292
citations
affunlabeled
Harnessing the Power of Genomics to Secure the Future of Seafood
Louis Bernatchez, Maren Wellenreuther, Cristián Araneda, David T. Ashton, Julia M. I. Barth, Terry D. Beacham +9 more
2017· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
279
citations
affno abstractunlabeled
The future of fish
Boris Worm, Trevor A. Branch
2012· article· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
269
citations
affno abstractunlabeled
Evolutionary biology of cancer
Bernard J. Crespi, Kyle Summers
2005· article· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
264
citations
afffundno abstractunlabeled
Energy Landscapes and the Landscape of Fear
Austin J. Gallagher, Scott Creel, Rory P. Wilson, Steven J. Cooke
2016· article· en· Trends in Ecology & Evolution· Social Sciences
distilled prediction:candidate · noneconsensus · none
258
citations
affno abstractunlabeled
Darwinian shortfalls in biodiversity conservation
José Alexandre Felizola Diniz‐Filho, Rafael Loyola, Pasquale Raia, Arne Ø. Mooers, Luís Mauricio Bini
2013· article· en· Trends in Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
254
citations
affno abstractunlabeled
Candidate genes for behavioural ecology
Mark Fitzpatrick, Yehuda Ben‐Shahar, Hans M. Smid, L.E.M. Vet, Gail Robinson, Marla B. Sokolowski
2004· article· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
253
citations
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