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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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Methods in Ecology and 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.

340 results · 1 filter active ·
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20102025
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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.
340 works in the cohort · of 4,299,418page 2 of 7

Labels cover 0 of 340 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 340 of 340 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
A generic structure for plant trait databases
Jens Kattge, Kiona Ogle, Gerhard Bönisch, Sandra Dı́az, Sandra Lavorel, Joshua S. Madin +4 more
2010· article· en· Methods in Ecology and Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
115
citations
affunlabeled
Hidden Markov models: Pitfalls and opportunities in ecology
Richard Glennie, Timo Adam, Vianey Leos‐Barajas, Théo Michelot, Theoni Photopoulou, Brett T. McClintock
2022· article· en· Methods in Ecology and Evolution· Computer Science
distilled prediction:candidate · noneconsensus · none
101
citations
affunlabeled
The potential and practice of arboreal camera trapping
Jennifer F. Moore, Kylie Soanes, Diego Balbuena, Christopher Beirne, Mark Bowler, Farah Carrasco‐Rueda +11 more
2021· article· en· Methods in Ecology and Evolution· Environmental Science
distilled prediction:candidate · noneconsensus · none
88
citations
affunlabeled
The power of forecasts to advance ecological theory
Abigail S. L. Lewis, Christine R. Rollinson, Andrew Allyn, Jaime Ashander, Stephanie Brodie, Cole B. Brookson +12 more
2022· article· en· Methods in Ecology and Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
86
citations
affunlabeled
Using multiple imputation to estimate missing data in meta‐regression
E. Hance Ellington, Guillaume Bastille‐Rousseau, Cayla Austin, Kristen N. Landolt, Bruce A. Pond, Erin E. Rees +2 more
2014· article· en· Methods in Ecology and Evolution· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
75
citations
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