Cohort builder

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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Musicology and Musical Analysis

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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.

1,833 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.

1,833 works in the cohort · of 4,299,418page 17 of 37

Labels cover 1 of 1,833 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 1,833 of 1,833 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled

Heartless elsie silver pdf

2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

ArtsKSU Presents: Robert Koenig, Piano

2025· article· en· DigitalCommons - Kennesaw State University (Kennesaw State University)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Marc Rigaudière, Les théories de l’harmonie et de la tonalité en France au xixe siècle

Pauline Amar

2025· article· fr· Transposition· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

BECOMING WHAT WE SING: FORMATION THROUGH CONTEMPORARY WORSHIP MUSIC. By DavidLemley. Grand Rapids, MI: William B. Eerdmans Publishing Company, 2021. Pp. viii + 262. Paperback, $26.99.

Jade Weimer

2024· article· en· Religious Studies Review· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Victoria Etnier Villamil: From Johnson's Kids to Lemonade Opera: The American Classical Singer Comes of Age

W. Albright

2005· article· en· The Opera Quarterly· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Unfachable: Transcending Time, Genre, and Space in the Twenty-First Century Solo Recital.

2023· other· en· eScholarship (California Digital Library)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

“IT IS EMOTION AND STRENGTH THAT WE ARE CONVEYING THROUGH MUSIC”

2014· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Graduate Catalog The School of Computer and Information Sciences 2000-2001

2000· other· en· NSUWorks (Nova Southeastern University)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

Premier Canadian Brass Quartet in Concert to Cohan Center Nov. 20

2005· article· en· DigitalCommons@CalPoly· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Il terzo libro delle messe ariose... a tre, quattro, cinque e otto voci (1624)

2024· book· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Solidago canadensis L.

2018· article· de· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

9783947732760.pdf

2020· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

fundno affno abstractunlabeled

Musical Aesthetics and Political Power: What Do Gregorian Chant And Spotify Have In Common?

S. Allegra

2025· book-chapter· en· Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Reid, Joella, collection, 1978-1980, 2011

2022· article· en· Pittsburg State University Digital Commons (Pittsburg State University)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Feasting Abundantly!

2016· article· en· Digital Commons - Andrews University (Andrews University)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Timmins, John - Naturalization Index Record

2022· article· en· Journal of Bioresource Management· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Semiramis Building Babylon (detail)

2022· article· en· Digital Commons - University of South Florida (University of South Florida)· Arts and Humanities

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affaboutunlabeled

A pathogenic variant in RAB32 causes autosomal dominant Parkinson's disease andactivates LRRK2 kinase

2024· article· en· Greater South Information System· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

afffundunlabeled

Band in a Box: Techniques of Solo Jazz Piano 1921-1940

William Ray Bonness

2025· dissertation· TSpace (University of Toronto)· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Esteban BUCH, La neuvième de Beethoven, une histoire politique, Bibliothèque des histoires, Paris, Éditions Gallimard, 1999 ; Joël-Marie FAUQUET et Antoine HENNION, La grandeur de Bach — l'amour de la musique en France au XIXe siècle, Les chemins de la musique, Paris, Librairie Arthème Fayard, 2000.

Sophie-Anne Leterrier

2001· article· fr· Revue d histoire du XIXe siècle· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

fundno affunlabeled

Performance as Translation: Virtuosity in Musical Modernity

Caleb Labbe Phelan

2025· dissertation· TSpace· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled