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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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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 6 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.

affno abstractunlabeled
What's wrong with inclusive fitness?
Jeffrey Fletcher, Martin Zwick, Michael Doebeli, David Sloan Wilson
2006· letter· en· Trends in Ecology & Evolution· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
44
citations
affno abstractunlabeled
Fishers' multidimensional knowledge advances fisheries and aquatic science
Renato Azevedo Matias Silvano, Ian G. Baird, Alpina Begossi, Gustavo Hallwass, Henry P. Huntington, Priscila F. M. Lopes +2 more
2022· article· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
affno abstractunlabeled
Individual identification in acoustic recordings
Elly C. Knight, Tessa A. Rhinehart, Devin R. de Zwaan, Matthew J. Weldy, Mark Cartwright, Scott H. Hawley +4 more
2024· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
42
citations
affno abstractunlabeled
Call-to-Action: A Global Consortium for Tropical Cyclone Ecology
Jonathan N. Pruitt, Alex G. Little, Sharanya J. Majumdar, Thomas W. Schoener, David N. Fisher
2019· article· en· Trends in Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
40
citations
fundno affno abstractunlabeled
Family conflicts in the sea
Stephanie J. Kamel, Richard K. Grosberg, Dustin J. Marshall
2010· review· en· Trends in Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
affno abstractunlabeled
Conservation Genomics in a Changing Arctic
Jocelyn P. Colella, Sandra L. Talbot, Christian Brochmann, Eric B. Taylor, Eric P. Hoberg, Joseph A. Cook
2019· review· en· Trends in Ecology & Evolution· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
37
citations
afffundno abstractunlabeled
Ant caste evo-devo: it’s not all about size
Ehab Abouheif
2021· letter· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
37
citations
afffundno abstractunlabeled
Sensory Exploitation, Sexual Dimorphism, and Human Voice Pitch
David R. Feinberg, Benedict C. Jones, Marie Armstrong
2018· review· en· Trends in Ecology & Evolution· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
36
citations
affno abstractunlabeled
Better Model Transfers Require Knowledge of Mechanisms
Phil J. Bouchet, A. Townsend Peterson, Damaris Zurell, Carsten F. Dormann, David S. Schoeman, Rebecca E. Ross +21 more
2019· letter· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
36
citations
affno abstractunlabeled
Equity in science: advocating for a triple-blind review system
Stephanie Brodie, André Frainer, María Grazia Pennino, Shan Jiang, Laura Kaikkonen, Jon López +4 more
2021· review· en· Trends in Ecology & Evolution· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometricsconsensus · metaresearch+bibliometrics
36
citations
affunlabeled
A global biological conservation horizon scan of issues for 2023
William J. Sutherland, Craig Bennett, Peter N. M. Brotherton, Holly M. Butterworth, Mick N. Clout, Isabelle M. Côté +24 more
2022· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
35
citations
affno abstractunlabeled
Keystone Genes
Lotte H. Skovmand, Charles C.Y. Xu, Maria R. Servedio, Patrik Nosil, Rowan D. H. Barrett, Andrew P. Hendry
2018· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
35
citations
affunlabeled
Restoration ecology through the lens of coexistence theory
Lauren M. Hallett, Lina Aoyama, György Barabás, Benjamin Gilbert, Loralee Larios, Nancy Shackelford +11 more
2023· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
34
citations
affno abstractunlabeled
On sex differences in optimal immunity
Mark R. Forbes
2006· article· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
34
citations
affno abstractunlabeled
Illegal fishing and the organized crime analogy
Henrik Österblom, Andrew Constable, Sayaka Fukumi
2011· letter· en· Trends in Ecology & Evolution· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
fundno affno abstractunlabeled
Towards a science of archaeoecology
Stefani A. Crabtree, Jennifer A. Dunne
2022· review· en· Trends in Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
33
citations
affno abstractunlabeled
Female Fish Grow Bigger – Let’s Deal with It
Daniel Pauly
2019· letter· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
33
citations
affno abstractunlabeled
Genetic population divergence: markers and traits
Robert G. Latta, John McKay
2002· article· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
31
citations
afffundno abstractunlabeled
Common pesticides disrupt critical ecological interactions
Risa D. Sargent, Juli Carrillo, Claire Kremen
2022· article· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
affno abstractunlabeled
Championing inclusive terminology in ecology and evolution
Susan J. Cheng, Kaitlyn M. Gaynor, Alex C. Moore, Kathy Darragh, Cesar O. Estien, J. W. Hammond +9 more
2023· article· en· Trends in Ecology & Evolution· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometricsconsensus · bibliometrics
30
citations
affno abstractunlabeled
Evolutionary rebound from selective harvesting
David W. Coltman
2008· letter· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
30
citations
affno abstractunlabeled
Extending Joint Models in Community Ecology: A Response to Beissinger et al .
David I. Warton, F. Guillaume Blanchet, Robert B. O’Hara, Otso Ovaskainen, Sara Taskinen, Steven C. Walker +1 more
2016· letter· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
30
citations
affno abstractunlabeled
Hiding in plain sight
Thomas N. Sherratt, Arash Rashed, Christopher D. Beatty
2005· article· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
The role of humans in dynamic landscapes of fear
Meredith S. Palmer, Kaitlyn M. Gaynor, Joel O. Abraham, Robert M. Pringle
2022· letter· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
affno abstractunlabeled
Reply to Garner et al.
Aaron B. A. Shafer, Jochen B. W. Wolf, Paulo C. Alves, Linnea Bergström, Guy Colling, Love Dalén +24 more
2015· letter· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
afffundno abstractunlabeled
Polyploidy in urban environments
Wendy E. Van Drunen, Marc T. J. Johnson
2022· review· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affno abstractunlabeled
Positive interactions and interdependence in communities
Mark D. Bertness, Lohengrin A. Cavieres, Christopher J. Lortie, Ragan M. Callaway
2024· review· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
afffundno abstractunlabeled
Density Dependence, Senescence, and Williams’ Hypothesis
Troy Day, Peter A. Abrams
2020· letter· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
25
citations
fundno affno abstractunlabeled
Dark diversity: adding the grey
Karel Mokany, Dean Paini
2011· letter· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
22
citations
affno abstractunlabeled
A Balanced Data Archiving Policy for Long-Term Studies
Michael C. Whitlock, Judith L. Bronstein, Emilio M. Bruna, Aaron M. Ellison, Charles W. Fox, Mark A. McPeek +6 more
2015· letter· en· Trends in Ecology & Evolution· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
22
citations
afffundunlabeled
The evolutionary ecology of ethanol
Anna C Bowland, Amanda Melin, David J. Hosken, Kimberley J. Hockings, Matthew A. Carrigan
2024· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
22
citations

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