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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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Biological Invasions
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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.

373 results · 1 filter active ·
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20012025
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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.
373 works in the cohort · of 4,299,418page 2 of 8

Labels cover 1 of 373 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 373 of 373 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Evidence for predatory control of the invasive round goby
Charles P. Madenjian, Martin A. Stapanian, Larry D. Witzel, Donald W. Einhouse, Steven A. Pot­hoven, Heather L. Whitford
2010· article· en· Biological Invasions· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
71
citations
affno abstractunlabeled
Niche plasticity in invasive fishes in the Great Lakes
Harri Pettitt‐Wade, Kyle W. Wellband, Daniel D. Heath, Aaron T. Fisk
2015· article· en· Biological Invasions· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
fundno affno abstractunlabeled
Water diversions facilitate spread of non-native species
Aibin Zhan, Lei Zhang, Zhiqiang Xia, Ping Ni, Wei Xiong, Yiyong Chen +2 more
2015· article· en· Biological Invasions· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
61
citations
affno abstractunlabeled
A native ant armed to limit the spread of the Argentine ant
Olivier Blight, Érick Provost, Marielle Renucci, Alain Tirard, Jérôme Orgeas
2010· article· en· Biological Invasions· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
53
citations
affno abstractunlabeled
The biology of ballast water 25 years later
Ian Davidson, Christina Simkanin
2011· article· en· Biological Invasions· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
51
citations
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How this was built: Screen · Findings · About