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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 20 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
The motion of harp strings
Gary Chan, Chris Waltham
2005· article· en· The Journal of the Acoustical Society of America· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Music’s AI Problem, AI’s Music Problem
2025· article· en· Journal of the American Musicological Society· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/b978-0-08-057263-5.50007-3
2000· book-chapter· en· Time to knit· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
SpiegeLib: FM Sound Match Example Experiment
Jordie Shier, George Tzanetakis, Kirk McNally
2020· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Vowels and consonants.
Guy K. Sherwin, Lynn Loo
2005· article· en· Middlesex University Research Repository (Middlesex University Of London)· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
venueno affno abstractunlabeled
An Introduction to Virtual Agency in Music
Robert S. Hatten
2015· book-chapter· en· Semiotics· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Groove: A Phenomenology of Rhythmic Nuance
Jeanette Bicknell
2016· article· en· The British Journal of Aesthetics· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The music of sound: Brandon LaBelle
Bruno Forment
2001· article· en· Ghent University Academic Bibliography (Ghent University)· Computer Science
distilled prediction:candidate · bibliometrics+stsconsensus · none
0
citations
venueno affunlabeled
Poetics of Listening
Brandon LaBelle
2020· article· en· English studies in Canada· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Imager's Corner: The Noise about Noise
Blair Macdonald
2013· article· en· Journal of the Royal Astronomical Society of Canada· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Soundbox behavior in environments with varying sound speed.
Chris Waltham, Mo Chen, A. Kotlicki, Nathan Wolfe, Jing Fei Yu, Chengchong Zhu
2011· article· en· The Journal of the Acoustical Society of America· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2018· dataset· en· Global Biodiversity Information Facility· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Dynamic Bayesian Networks for Musical Interaction
Baptiste Caramiaux, Jules Françoise, Frédéric Bevilacqua
2017· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
The low-frequency resonances of harp soundboxes
Chris Waltham, A. Kotlicki
2005· article· en· The Journal of the Acoustical Society of America· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
EvoIsland
Alexander Ivanov, Christian Jacob
2019· article· en· Proceedings of the Genetic and Evolutionary Computation Conference Companion· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Le chant des poissons
Lia Giraud, Térence Meunier, Philippe Marmottant, Nathalie Henrich Bernardoni
2020· article· fr· Techniques & culture· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
SpiegeLib: FM Sound Match Example Experiment
Jordie Shier, George Tzanetakis, Kirk McNally
2020· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Adding Noise
2009· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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