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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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Label agreement
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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 19 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.

aboutno affunlabeled
Introduction
2015· book-chapter· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Index
2023· paratext· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Ending with Music
Joanne Epp
2003· article· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editors and contributors
Craig M. McGill, Jennifer E. Joslin
2023· book-chapter· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Music of the Spheres 2000
Amanda Watson
2000· article· en· Australian journal of music education/Australian journal of music education (Online)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Whole instrument approach
Dijana Ihas, Miranda Wilson, Gaelen McCormick
2023· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
Preface and Acknowledgements
Carol Beynon, Kari Veblen
2012· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Anthology for Sight-Singing
2016· article· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Training through the ages
2006· article· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Eurhythmics
Selma Landen Odom
2018· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
From the Children
2003· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The forgotten role of absorption in music reward
Gemma Cardona, Laura Ferreri, Urbano Lorenzo‐Seva, Frank Russo, Antoni Rodríguez‐Fornells
2024· preprint· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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