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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.

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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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American Environmental and Regional History
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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
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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.

2,758 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.
2,758 works in the cohort · of 4,299,418page 34 of 56

Labels cover 4 of 2,758 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 2,758 of 2,758 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.

affaboutunlabeled
Orcinus ater
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
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
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
affno abstractunlabeled
Review: Juno Beach
J. L. Granatstein
2004· article· en· International Journal Canada s Journal of Global Policy Analysis· 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
2020-January-01-Little Chicago Rail Day
2020· article· Digital Commons - East Tennessee State University (East Tennessee State University)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
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 affunlabeled
ALARM no. 10
David Abberton, Jim Beckmann, Tammy Shea, Steve Taylor
2020· article· en· Universitätsbibliothek der LMU· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
ALARM no. 5
Garth Allen, Colby T. Kervick, Terrierist, Orin Langelle, an unknown computer hack, Anne Petermann
2020· article· en· Universitätsbibliothek der LMU· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Newsletters of First 10 Years
2009· article· en· Lincoln (University of Nebraska)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Notes and News
William James Bennetts
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A Great Flight of Robins in Florida
George H. Mackay
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Uptown and Ravenswood
Raymond Wiggers
2022· book-chapter· en· Cornell University Press eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Strong Winds and Widow Makers
Steven C. Beda
2022· book· en· University of Illinois Press eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Cedar Fair, L.P.
2008· article· en· Mergent s Dividend Achievers· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Postwar Pollution Boom
Nancy Langston
2017· book-chapter· en· Yale University Press eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Cedar Fair, L.P.
2008· article· en· Mergent s Dividend Achievers· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Rachel Carson
Dawn Doell
2011· article· en· Earth Common Journal· Environmental Science
machine prediction:candidate · stsconsensus · none
0
citations
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