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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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Psychology of Music
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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.

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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.

97 results · 1 filter active ·
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20012025
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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.
97 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 97 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 97 of 97 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
The phantoms of the opera—Stress offstage and stress onstage
Anja‐Xiaoxing Cui, Negin Motamed Yeganeh, Olga Sviatchenko, Thea Leavitt, Taylor McKee, Christina Guthier +2 more
2021· article· en· Psychology of Music· Neuroscience
distilled prediction:candidate · noneconsensus · none
9
citations
afffundunlabeled
Singing lessons as a path to well-being in later life
Alexandra Marie Smith, Kay Kleinerman, Annabel J. Cohen
2021· article· en· Psychology of Music· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
The terror management effects of a disaster song
Laura Higgins, Peter D. MacIntyre, Jessica Ross, Heather Sparling
2019· article· en· Psychology of Music· Psychology
distilled prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
Validation of the Measure of Emotions by Music (MEM)
Éric Hanigan, Arielle Bonneville‐Roussy, Gilles Dupuis, Christophe Fortin
2023· article· en· Psychology of Music· Neuroscience
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Absolute pitch shift
Jon Baggaley
2025· article· en· Psychology of Music· Neuroscience
distilled prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Spaced learning and melodic memory
Joel Katz, Melody Wiseheart
2025· article· en· Psychology of Music· Neuroscience
distilled prediction:candidate · noneconsensus · none
0
citations
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