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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 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
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.

1,031 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 9 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
Automatic Harmonization Using a Hidden Semi-Markov Model
Ryan Groves
2013· article· en· Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
5
citations
fundno affunlabeled
Building the MetaMIDI Dataset: Linking Symbolic and Audio Musical Data
Jeffrey Ens, Philippe Pasquier
2021· paratext· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
5
citations
affunlabeled
Chants and Orcas
Steven R. Ness, Matthew Wright, Luís Gustavo Martins, George Tzanetakis
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Caravan - A global community dataset for large-sample hydrology
Frederik Kratzert, Grey Nearing, Nans Addor, Tyler Erickson, Martin Gauch, Oren Gilon +6 more
2022· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
5
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
Access to Music Information: The State of the Art
J. Stephen Downie
2000· article· en· Bulletin of the American Society for Information Science and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Encoding matters
Néstor Nápoles, Gabriel Vigliensoni, Ichiro Fujinaga
2018· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Discovering Metadata Inconsistencies.
Bruno Angeles, Cory McKay, Ichiro Fujinaga
2010· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
PatternFinder
David Garfinkle, Claire Arthur, Peter Schubert, Julie E. Cumming, Ichiro Fujinaga
2017· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Toward a General Framework for Polyphonic Comparison
Julien Allali, Pascal Ferraro, Pierre Hanna, Costas S. Iliopoulos, Matthias Robine
2009· article· en· Fundamenta Informaticae· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About