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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
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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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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.

1,031 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 10 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
The Acoustic of Cumaean Sibyl
Gino Iannace, Umberto Berardi
2017· article· en· Proceedings of meetings on acoustics· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Content-Based Multimedia Copy Detection
Chahid Ouali, Pierre Dumouchel, Vishwa Gupta
2015· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
MGD: Music Genre Dataset
Gabriel P. Oliveira, Mariana O. Silva, Danilo B. Seufitelli, Anísio Lacerda, Mirella M. Moro
2020· dataset· en· Figshare· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Metadata for phonograph records
Catherine Lai, Ichiro Fujinaga, Cynthia Leive
2005· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Deep Surrender: Musically Controlled Responsive Video
Robyn Taylor, Pierre Boulanger
2006· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
afffundunlabeled
Incremental multiclass open-set audio recognition
Hitham Jleed, Martin Bouchard
2022· article· en· International Journal of Advances in Intelligent Informatics· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Musician Map: visualizing music collaborations over time
Ji-Dong Yim, Chris Shaw, Lyn Bartram
2008· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
AudioViewer: Learning to Visualize Sounds
Chunjin Song, Yuchi Zhang, Willis Peng, Parmis Mohaghegh, Bastian Wandt, Helge Rhodin
2023· article· en· 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Musician Assistance And Score Distribution (Masd)
Nathan Magnus, David Gerhard
2012· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
3
citations
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How this was built: Screen · Findings · About