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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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Retraction
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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 7 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
Predator-driven component Allee effects in a wild ungulate
Aurélie Bourbeau-Lemieux, Marco Festa‐Bianchet, Jean‐Michel Gaillard, Fanie Pelletier
2011· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
73
citations
affunlabeled
Detecting spatial regimes in ecosystems
Shana M. Sundstrom, Tarsha Eason, R. John Nelson, David G. Angeler, Chris Barichievy, Ahjond S. Garmestani +8 more
2016· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
69
citations
affunlabeled
Can I afford to publish? A dilemma for African scholars
Addisu Mekonnen, Colleen T. Downs, Edu O. Effiom, Mohamed Kibaja, Michael J. Lawes, Patrick A. Omeja +5 more
2021· article· en· Ecology Letters· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics
64
citations
affunlabeled
Predator effects on herbivore and plant stability
Benjamin S. Halpern, Elizabeth T. Borer, Eric W. Seabloom, Jonathan B. Shurin
2005· article· en· Ecology Letters· Environmental Science
distilled prediction:candidate · noneconsensus · none
62
citations
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How this was built: Screen · Findings · About