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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.

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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Biodiversity Heritage Library (Smithsonian Institution)
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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
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

347 results · 1 filter active ·
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20002021
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
347 works in the cohort · of 4,299,418page 6 of 7

Labels cover 0 of 347 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 347 of 347 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Welsh birds.
2010· article· en· Biodiversity Heritage Library (Smithsonian Institution)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Nebraska bird review.
2005· article· en· Biodiversity Heritage Library (Smithsonian Institution)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Southeastern biology
2015· article· en· Biodiversity Heritage Library (Smithsonian Institution)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Inpaws journal
2018· article· fr· Biodiversity Heritage Library (Smithsonian Institution)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Solidago pallida new to Ontario and Canada
John C. Semple, Lin Tong, W D Bakowsky
2012· article· en· Biodiversity Heritage Library (Smithsonian Institution)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Solidago jejunifolia new to Manitoba and Canada
John C. Semple, B A Ford L. Tong, C E Punter
2012· article· id· Biodiversity Heritage Library (Smithsonian Institution)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Sherbrooke Forest
2017· article· en· Biodiversity Heritage Library (Smithsonian Institution)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
Vieraea. Vol. 31
2003· article· it· Biodiversity Heritage Library (Smithsonian Institution)· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Canada lynx conservation assessment and strategy.
2000· article· en· Biodiversity Heritage Library (Smithsonian Institution)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About