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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 and Audio Processing
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
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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.

1,031 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.
1,031 works in the cohort · of 4,299,418page 2 of 21

Labels cover 2 of 1,031 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 1,031 of 1,031 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Seeing Sound
2017· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
62
citations
affunlabeled
Automatic Tagging of Audio
2010· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
60
citations
affunlabeled
Staff Detection and Removal
2011· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
59
citations
affunlabeled
SAMoSA
2022· article· en· Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies· Computer Science
distilled prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Sound-Guided Semantic Image Manipulation
2022· article· en· 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
43
citations
affunlabeled
n-gram-based approach to composer recognition
2008· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
42
citations
affno abstractunlabeled
Event-contingent recording.
2012· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
40
citations
affunlabeled
MARSYAS-0.2
2008· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
affunlabeled
Learning Tags That Vary Within A Song.
2010· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
34
citations
affunlabeled
Web Services For Music Information Retrieval.
2004· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
34
citations
fundno affunlabeled
Feature Set Patterns in Music
2008· article· en· Computer Music Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
33
citations
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How this was built: Screen · Findings · About