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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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Reviews in Digital Humanities
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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.

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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.

17 results · 1 filter active ·
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20202025
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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.
17 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 17 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 17 of 17 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
Review: Lesbian and Gay Liberation in Canada
Becky Yatsuknenko, Nina Gary
2021· article· en· Reviews in Digital Humanities· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Terrastories
Niiyokamigaabaw Deondre Smiles
2023· article· en· Reviews in Digital Humanities· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Editors' Note: March 2025
Roopika Risam, Jennifer Guiliano, Bárbara Bordalejo, Emmanuel Château-Dutier
2025· article· en· Reviews in Digital Humanities· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Review: War History on the Semantic Web
Sebastian Heath, Michelle Meagher, Jana Smith Elford
2024· article· en· Reviews in Digital Humanities· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Review: Homosaurus
Melissa Adler
2024· article· en· Reviews in Digital Humanities· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Review: Digital Fiction Curios
Jessica Laccetti
2024· article· en· Reviews in Digital Humanities· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Review: Winnifred Eaton Archive
Heather Ball, Elizabeth James
2023· article· en· Reviews in Digital Humanities· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Review: Paint Me Black
Frank Onuh
2024· article· en· Reviews in Digital Humanities· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Review: Makers by Mail
Kim Martin
2020· article· en· Reviews in Digital Humanities· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Review: Data Primer
Julia Polyck-O'Neill
2024· article· es· Reviews in Digital Humanities· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Editor's Note: May 2024
Roopika Risam, Jennifer Guiliano, Kim Martin, Terhi Nurmikko-Fuller
2024· article· en· Reviews in Digital Humanities· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Review: Tiltfactor
Kenzie Gordon
2024· article· en· Reviews in Digital Humanities· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Review: Pollicy
Titilola Aiyegbusi
2024· article· en· Reviews in Digital Humanities· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Editors' Note: July 2024
Roopika Risam, Jennifer Guiliano
2024· article· en· Reviews in Digital Humanities· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Review: Media History Digital Library
Nina Gary, Becky Yatsuknenko
2021· article· en· Reviews in Digital Humanities· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Wikipetcia Atikamekw Nehiromowin
Melissa Stoner
2023· article· en· Reviews in Digital Humanities· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

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