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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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Journal of Ecology
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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.

437 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.
437 works in the cohort · of 4,299,418page 1 of 9

Labels cover 0 of 437 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 437 of 437 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The replacement series
Peter A. Jolliffe
2000· article· en· Journal of Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
288
citations
afffundunlabeled
Phylogenetic conservatism in plant phenology
T. Jonathan Davies, E. M. Wolkovich, Nathan J. B. Kraft, Nicolas Salamin, Jenica M. Allen, Toby R. Ault +11 more
2013· article· en· Journal of Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
245
citations
afffundunlabeled
Testing the environmental filtering concept in global drylands
Yoann Le Bagousse‐Pinguet, Nicolas Gross, Fernando T. Maestre, Vincent Maire, Francesco de Bello, Carlos Roberto Fonseca +4 more
2017· article· en· Journal of Ecology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
245
citations
affunlabeled
Consequences of plant–soil feedbacks in invasion
Katharine N. Suding, W. Stanley Harpole, Tadashi Fukami, Andrew Kulmatiski, Andrew S. MacDougall, Cláudia Stein +1 more
2013· article· en· Journal of Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
243
citations
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How this was built: Screen · Findings · About