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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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Music Technology and Sound Studies
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.

1,398 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.
1,398 works in the cohort · of 4,299,418page 7 of 28

Labels cover 2 of 1,398 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 1,398 of 1,398 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
FlowField
Timothy Chen, Sidney Fels, Thecla Schiphorst
2002· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
PreGLAM-MMM
Cale Plut, Philippe Pasquier, Jeff Ens, Renaud Bougueng Tchemeube
2022· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Virtual Works – Actual Things : Essays in Music Ontology
Lydia Goehr, Kathy Kiloh, David Davie
2018· book· en· Directory of Open access Books (OAPEN Foundation)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · none
5
citations
affunlabeled
Theories market: open for trading
Rosemary Mountain
2004· article· en· Organised Sound· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Cross-Modal Parametric Composition
David Gerhard, Daryl H. Hepting
2004· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
STARI: A self tuning auto-monochord robotic instrument
Shawn Trail, George Tzanetakis, Leonardo Jenkins, Mantis H. M. Cheng, Duncan MacConnell, Peter F. Driessen
2013· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Input Devices and Music Interaction
Joseph Malloch, Stephen Sinclair, Avrum Hollinger, Marcelo M. Wanderley
2011· book-chapter· en· Springer tracts in advanced robotics· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Virtual drumming
Thomas Brett
2016· book-chapter· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
Virtual Constructive Swarm Compositions and Inspirations
Sebastian von Mammen, Joyce Wong, Christian Jacob
2008· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
5
citations
affunlabeled
BeatBender
Aaron Levisohn, Philippe Pasquier
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
MarsyasX
Luís F. Teixeira, Luís Gustavo Martins, Mathieu Lagrange, George Tzanetakis
2008· preprint· en· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
An acoustical study of the qin
Chris Waltham, E. Köster
2016· article· en· The Journal of the Acoustical Society of America· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About