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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)
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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
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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.

1,735 results · 1 filter active ·
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20002025
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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.
1,735 works in the cohort · of 4,299,418page 21 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
First Breeding Record of Canvasback for Toronto
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Full Issue
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Distinguished Ornithologist: Margaret Bain
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Loafing and Sleeping Behaviour of Trumpeter Swans
2025· article· Digital Commons - University of South Florida (University of South Florida)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Full Issue
The Migrant
2024· article· Digital Commons - University of South Florida (University of South Florida)· Immunology and Microbiology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Pink-Footed Goose: New to Ontario
2025· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Slaty-backed Gull at Toronto
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ontario Gray Jays Help on the World Stage: Part 1
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ontario Bird Records Committee Report for 2013
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Birding in the 'Old Days' (pre-1980)
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
First Nest Records of Canvasback in 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
aboutno affno abstractunlabeled
Breeding Bird Observations in Northwestern Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Migration of the Red-throated Loon on Lake Ontario
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
Marsh Sandpiper: New to Ontario and Canada
2025· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Back matter OB Vol 22#1 Apr 2004
2004· 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
affunlabeled
Notes and Book Reviews
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Greater Snow Geese in Eastern Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Notes
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Anhinga Near Delaware, Ontario
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Black Rail: New to Ontario and 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
affaboutunlabeled
A Birding Site Guide to Prince Edward County
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About