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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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Diverse Music Education Insights
Retraction
Abstract
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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.

1,227 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,227 works in the cohort · of 4,299,418page 20 of 25

Labels cover 0 of 1,227 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 1,227 of 1,227 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.

affno abstractunlabeled
Introduction
Merlin B. Thompson
2017· book-chapter· en· Springer briefs in education· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Enter the Feedback Loop
Adam Patrick Bell
2019· reference-entry· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Last Five Years Production
Isaac Lewis, Kennedy Martin, Benjamin Walker, Katherine Konjoyan, Ellie Weiner, Aidan Spangrud +4 more
2025· article· DigitalCommons@CalPoly· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Developing Software to Promote Creative Play in Music Education
Michael Clarke, Frédéric Dufeu, Maria; id_orcid 0000-0003-3122-3357 Sappho
2025· article· en· Huddersfield Research Portal (University of Huddersfield)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial
Le comité de rédaction
2022· editorial· fr· Journal de recherche en éducation musicale· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About