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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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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.

affaffiliation
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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 9 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
Invasive aliens and sampling bias
Andrew M. Simons
2003· article· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
39
citations
afffundunlabeled
The <scp>EICA</scp> is dead? Long live the <scp>EICA</scp> !
Ragan M. Callaway, Jacob E. Lucero, José L. Hierro, Christopher J. Lortie
2022· review· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
39
citations
afffundunlabeled
PERFICT: A Re‐imagined foundation for predictive ecology
Eliot J. B. McIntire, Alex M Chubaty, Steven G. Cumming, Dave Andison, Ceres Barros, Céline Boisvenue +4 more
2022· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
39
citations
afffundunlabeled
Demystifying individual heterogeneity
Amy B. Forsythe, Troy Day, William A. Nelson
2021· review· en· Ecology Letters· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
33
citations
affunlabeled
The case for fencing remains intact
Craig Packer, Alexandra Swanson, Susan M. Canney, Andrew J. Loveridge, Stephen T. Garnett, Marion Pfeifer +3 more
2013· letter· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
31
citations
affunlabeled
The ecological causes of functional distinctiveness in communities
François Munoz, Christopher A. Klausmeier, Pierre Gaüzère, Gaurav S. Kandlikar, Elena Litchman, Nicolas Mouquet +17 more
2023· review· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
How collectively integrated are ecological communities?
Yuval R. Zelnik, Núria Galiana, Matthieu Barbier, Michel Loreau, Eric D. Galbraith, Jean‐François Arnoldi
2024· article· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Globally, tree fecundity exceeds productivity gradients
Valentin Journé, Robert A. Andrus, Marie‐Claire Aravena Acuña, Davide Ascoli, Roberta Berretti, Daniel Berveiller +88 more
2022· letter· en· Ecology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations

How this was built: Screen · Findings · About