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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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Insect Conservation and Diversity
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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
fundfunder
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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.

84 results · 1 filter active ·
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20082025
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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.
84 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 84 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 84 of 84 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Interpreting insect declines: seven challenges and a way forward
Raphaël K. Didham, Yves Basset, C. Matilda Collins, Simon R. Leather, Nick A. Littlewood, Myles H. M. Menz +7 more
2020· article· en· Insect Conservation and Diversity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
438
citations
afffundunlabeled
Validating taxonomic identifications in entomological research
Laurence Packer, Spencer K. Monckton, Thomas M. Onuferko, Rafael R. Ferrari
2018· article· en· Insect Conservation and Diversity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
93
citations
affunlabeled
Spotlight on insects: trends, threats and conservation challenges
Raphaël K. Didham, Francesca Barbero, C. Matilda Collins, Matthew L. Forister, Christopher Hassall, Simon R. Leather +3 more
2020· article· en· Insect Conservation and Diversity· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
62
citations
afffundaboutunlabeled
Flying insect abundance declines with increasing road traffic
Amanda E. Martin, Shannon Graham, M. Henry, Erik Pervin, Lenore Fahrig
2018· article· en· Insect Conservation and Diversity· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Urbanisation dampens the latitude‐diversity cline in ants
Jaime A. Pérez, Lacy D. Chick, Sean B. Menke, J. LESSARD, Nathan J. Sanders, Israel Del Toro +2 more
2022· article· en· Insect Conservation and Diversity· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · stsconsensus · none
14
citations
aboutno affunlabeled
Arthropod diversity and the future of all‐taxa inventories
Raphaël K. Didham, Owain R. Edwards, Simon R. Leather, Yves Basset
2013· article· en· Insect Conservation and Diversity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
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