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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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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
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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.

1,398 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 8 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
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
afffundunlabeled
Eavesdropping
Jack Stockholm, Philippe Pasquier
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
Response to Groarke : Figuring Sound
Justin Eckstein
2018· article· en· Informal Logic· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
venueno affunlabeled
Live programming for robotic fabrication
Jason Lim
2014· article· en· Journal of Professional Communication· Computer Science
distilled prediction:candidate · noneconsensus · none
4
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
affno abstractunlabeled
Exploring EPCG in The Witness.
Nathan Sturtevant
2019· article· en· National Conference on Artificial Intelligence· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
fundno affunlabeled
Inverting the Clarinet
Vasilieios Chatziioannou, Maarten van Walstijn
2009· article· en· Research Portal (Queen's University Belfast)· Computer Science
distilled prediction:candidate · stsconsensus · none
4
citations
affunlabeled
Mimes and Conductors: Silent Artists
Gillian MacKay
2008· article· en· Music Educators Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Implications of Interactivity
Kasey Collins
2013· book-chapter· en· Oxford University Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
The motion of harp strings
Chris Waltham
2004· article· en· The Journal of the Acoustical Society of America· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Visual music instrument
Aleksandra Dulic, Keith Hamel
2009· article· en· International Journal of Arts and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Motion Capture of Music Performances
Marcelo M. Wanderley
2022· book-chapter· en· Oxford University Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
"Stray"
Ryan Janzen, Steve Mann
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Voice: The persistent source
Steven Naylor
2016· article· en· Organised Sound· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
Body maps of the sensation of musical groove
Maria A. G. Witek, Tomas E. Matthews, Toni Bechtold, Virginia B. Penhune
2025· article· en· PNAS Nexus· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
MediaScape: Towards a Video, Music, and Sound Metacreation
Arne Eigenfeldt, Miles Thorogood, Jim Bizzocchi, Philippe Pasquier
2014· article· en· Journal of Science and Technology of the Arts· Computer Science
distilled prediction:candidate · stsconsensus · none
3
citations
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