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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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Ecology Letters
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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.

586 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.
586 works in the cohort · of 4,299,418page 8 of 12

Labels cover 0 of 586 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 586 of 586 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Mapping the imprint of biotic interactions on β‐diversity
Marc Ohlmann, Florent Mazel, Loïc Chalmandrier, Stéphane Bec, Éric Coissac, Ludovic Gielly +6 more
2018· article· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
58
citations
affunlabeled
Ecophylogenetics redux
T. Jonathan Davies
2021· review· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
58
citations
afffundunlabeled
C<sub>4</sub> anatomy can evolve via a single developmental change
Marjorie R. Lundgren, Luke T. Dunning, Jill K. Olofsson, Jose J Moreno-Villena, Jacques W. Bouvier, Tammy L. Sage +13 more
2018· letter· en· Ecology Letters· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
57
citations
afffundaboutunlabeled
On the sensitivity of food webs to multiple stressors
David Beauchesne, Kévin Cazelles, Philippe Archambault, Laura E. Dee, Dominique Gravel
2021· article· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
53
citations
affunlabeled
How do climate change experiments alter plot‐scale climate?
Ailene K. Ettinger, Isabelle Chuine, Benjamin I. Cook, Jeffrey S. Dukes, Aaron M. Ellison, M. R. Johnston +4 more
2019· review· en· Ecology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
50
citations
affunlabeled
Principles for area‐based biodiversity conservation
Federico Riva, Nick M. Haddad, Lenore Fahrig
2024· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
49
citations
afffundunlabeled
A role for brain size and cognition in food webs
Nicholas B. Edmunds, Frédéric Laberge, Kevin S. McCann
2016· article· en· Ecology Letters· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
47
citations
affunlabeled
The missing Madagascan mid‐domain effect
Jeremy T. Kerr, Michael P. Perring, David J. Currie
2006· letter· en· Ecology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
44
citations
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