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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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Journal of Popular Music Education
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Retraction
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

22 results · 1 filter active ·
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20172023
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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.
22 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 22 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 22 of 22 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Bubble Tea pop: Christine makes Mandopop
Adam Patrick Bell, Christine Chen
2019· article· en· Journal of Popular Music Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affaboutunlabeled
Towards a pedagogy of deviance
Myrtle D. Millares
2019· article· en· Journal of Popular Music Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Editorial
Matt Brennan, Joseph Michael Pignato, Daniel Akira Stadnicki
2021· editorial· en· Journal of Popular Music Education
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affunlabeled
Any Sound You Can Imagine: Then and now
Paul Théberge
2023· article· en· Journal of Popular Music Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
‘Girls and Women in Popular Music Education’
Patricia Shehan Campbell
2022· article· en· Journal of Popular Music Education· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About