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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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Critical Studies in Improvisation / Études critiques en improvisation
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

319 results · 1 filter active ·
Results by year
20042025
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Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
319 works in the cohort · of 4,299,418page 5 of 7

Labels cover 0 of 319 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 319 of 319 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.

venueno affunlabeled
Papillon
Marianne Trudel
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
An Interview with Gerry Hemingway
T. B. Harms
2011· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Improvisation and Freedom
Joel Bakan
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Black Jazz in the Digital Age
Greg Tate
2007· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
IndigiQueer the Space
Nic Gareiss, Ty Defoe
2021· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Orquestra Errante
Rogério Luiz Moraes Costa
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Improvisation in the Jeitinho Brasileiro
Fernanda Carlos Borges
2011· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Review Randy Fertel: A Taste for Chaos
Rob Wallace
2020· article· fr· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Glisten and Glint: The Ajay Way
Mervyn Horgan
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
When Law Listens
Simon Rose
2018· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
INEXHAUSTIBLE
Daniel Fischlin, Ajay Heble, Lewis Melville, Ted Warren, Aimee Copping
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Showing Up, or, Ajay as Accompanist
Sam Boer
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
When Singing Is Deadly
Nicola Oddy, Rebecca Worden
2021· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Improvising a Music-Theory Curriculum
Garrett Michaelsen
2022· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
SILENCE
Scarlett Raczycki
2021· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Musicalligraphics
Jamaal Amir Akbari
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Composing Community
George Lipsitz
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Prepared for the Worst . . . and the Best
Brendan Kent
2021· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Safe To Play
Pauline Oliveros
2018· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Sound Come-Unity
Dhiren Panikker
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Co-creative Accompaniment
Annais Linares
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Steps Against Forgetfulness (Six of Them)
Alain Derbez
2008· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Resounding a “Light in Dark Times”
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Twenty-Five in B&W: An Improviser’s Gallery
Barry Thomson
2012· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Grafting and Other Ramifications
Sherrie Tucker, Michelle Heffner Hayes
2020· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Ajay Heble Tribute
2025· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
People and Place Based Notations:
Ben Finley
2020· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Very Urgent
Karl Alfonso Evangelista
2021· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Place As An Extended Technique
Ben Zucker
2021· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Splash Page with Music
Sam Boer
2022· article· en· Critical Studies in Improvisation / Études critiques en improvisation· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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