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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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Abstract
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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
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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 19 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
An Extreme in Gull's Defense Behavior
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Recent Literature
2024· article· Digital Commons - University of South Florida (University of South Florida)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Recent Literature
2024· article· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Longevity Records for North American Hummingbirds
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Further Afield
Rob Harlan
2002· article· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Giant Canada Geese
Burton S. Webster
2024· article· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Species Accounts
Craig Caldwell
2013· article· Digital Commons - University of South Florida (University of South Florida)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Evening Grosbeaks in New Brunswick- Chapter Vi
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Report on the Aou Meeting in August
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Annual Meeting Set Up
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Life Member Biography- Antonio Salvadori
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Notes from Pequannock
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Two Catbird Recoveries
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Identification Criteria for Some Emberizid Sparrows
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
Hummingbird molt: preliminary observations
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Abstract
2001· article· en· Digital Commons - University of South Florida (University of South Florida)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Development of a Bander
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 affunlabeled
Recent Literature
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fire and Avian Ecology in North America - Process
2005· article· en· Digital Commons - University of South Florida (University of South Florida)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Card, Enter to Win!, 2006
2006· 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
Back Matter
2015· 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
Bear Creek Sanctuary: An Urban Grassland
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Field Notes
Henry T. Wiggin, Marjorie W. Rines
2023· article· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Canadian Zone Breeders of Central Berkshire
2023· 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 affunlabeled
Bird Sightings: May-june 1999 Summary
2023· 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 affunlabeled
The Sudbury River Valley
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
About the Cover: Canada Warbler
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Birding the Delaney Wildlife Management Area
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Field Records: April 1990
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Field Notes
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Bird Sightings: July-august 1999 Summary
2023· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations

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