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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
Retraction
Abstract
Evidence source
Study design
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
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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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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 30 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
Resolutions
The Auk
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affno abstractunlabeled
Front Matter
The Auk
2024· article· Digital Commons - University of South Florida (University of South Florida)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Book Reviews
Elaine Cook
2025· article· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affno abstractunlabeled
Notes and News
The Auk
2024· article· Digital Commons - University of South Florida (University of South Florida)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
In Memoriam: John Davis, 1916-1986
Charles G. Sibley, Frank A. Pitelka
2024· article· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
In Memoriam: Sir Peter Markham Scott, 1909-1989
Gustav A. Swanson
2024· article· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Homing Experiment with Leach's Storm-petrels
Elizabeth Cary Pierson, Charles E. Huntington, Nathaniel T. Wheelwright
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Full Issue 7(1)
2004· other· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
CUTR Connections [February 2013]
2013· article· en· 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
Via Behavior
The Auk
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
End Matter (Index)
2013· article· en· Digital Commons - University of South Florida (University of South Florida)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Front Matter
The Auk
2024· article· Digital Commons - University of South Florida (University of South Florida)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Front Matter
2025· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Riley on East Indian Birds
W. S.
2024· article· Digital Commons - University of South Florida (University of South Florida)· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Vib Vocalizations
The Auk
2024· article· Digital Commons - University of South Florida (University of South Florida)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Back Cover
2020· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
OB backmatterVol34#1 April 2016
2016· article· en· Digital Commons - University of South Florida (University of South Florida)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Game Laws for 1910
J. A. Allen
2024· article· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
WBWG News, Volume 10, No. 1, Winter 2015
2015· article· en· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
British Columbia and Yukon
2003· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Applying for Research Awards
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 affunlabeled
Card, Plunge, September 17, 2005
2005· article· en· Digital Commons - University of South Florida (University of South Florida)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · 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
Front Matter
The Auk
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
New Brunswick Notes
Willie H. Moore
2024· article· Digital Commons - University of South Florida (University of South Florida)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
A Plea for Information
2024· article· en· Digital Commons - University of South Florida (University of South Florida)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

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