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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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Digital Commons - University of South Florida (University of South Florida)
Topic
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Label agreement
Label status

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.

1,735 results · 1 filter active ·
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20002025
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Categories
Machine labels · sparse coverage
Evidence
Language
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,735 works in the cohort · of 4,299,418page 20 of 35

Labels cover 0 of 1,735 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 1,735 of 1,735 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
Dead Creek, Wma, Addison, Vt
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
About the Cover: Audubon's Gatling of Woodpeckers
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
bo36-5-web.pdf
2008· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Where to Go Birding
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
About the Cover: Red Knot
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
bo35-5-web.pdf
2007· article· en· Digital Commons - University of South Florida (University of South Florida)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Bird Sightings: November-december 2002
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
In Memoriam: Richard A. "dick" Parks
2012· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Full Issue
2003· article· en· Digital Commons - University of South Florida (University of South Florida)· Immunology and Microbiology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Gos Rings in Its 75th Birthday in Style
2011· article· en· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
bo37-1-web.pdf
2009· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
bo41-2-web.pdf
2013· article· en· Digital Commons - University of South Florida (University of South Florida)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
bo40-3-web.pdf
2012· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
bo40-2-web.pdf
2012· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
bo35-2-web.pdf
2007· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Indiana Audubon Black Hills Trip Report
Brad Bumgardner
2017· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Early nesting of Pine Siskin in Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Common Gallinule Banding in Ontario
2025· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Yellow-nosed Albatross New to Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
Ontario Piping Plovers: A Declining Population
2025· article· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Notes
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundaboutno affunlabeled
Full Issue
2019· article· en· Digital Commons - University of South Florida (University of South Florida)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Leucistic Birds in Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Green Violet-ear: First for Canada
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Orchard Oriole: New to Northern Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Erythristic Rose-breasted Grosbeak
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Ross' Gull: New to Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Notes
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
White-winged Tern: New to Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Notes
Colin D. Jones, Randy Horvath, John M. Woodcock, Al Sandilands
2024· article· Digital Commons - University of South Florida (University of South Florida)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Notes
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
McCown's Longspur: New to Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
In Memoriam: Harry G. Lumsden
2025· article· Digital Commons - University of South Florida (University of South Florida)· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Aberrant Colouration in American Robins in Ontario
2025· article· Digital Commons - University of South Florida (University of South Florida)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Full Issue
2025· article· Digital Commons - University of South Florida (University of South Florida)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About