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Record W7143475466 · doi:10.22176/act24.2.103

A Lucid Exploration of a Terrain: Music Education Against Capitalist-Realist Cybertime

2025· article· W7143475466 on OpenAlexaff
Holt Stuart-Hitchcox

Bibliographic record

VenueAction Criticism and Theory for Music Education · 2025
Typearticle
Language
FieldArts and Humanities
TopicDiverse Music Education Insights
Canadian institutionsYork University
Fundersnot available
KeywordsConsciousnessJazzResistance (ecology)Lucid dreamRealismCapitalismMusic education

Abstract

fetched live from OpenAlex

Mark Fisher argues late capitalism has become so globally dominant that it now claims to constitute reality. This article takes up Fisher’s call to identify untenable or unsustainable elements of capitalism, exposing its claim of realism as ideological. Focusing on late capitalism’s anxiety-inducing, panicked temporal malaise, the article explores the question: what can music education do to disrupt capitalist-realist temporality? Examining both inbuilt temporal components of jazz study—such as space, time, feel, and tempo—and deliberate pedagogical exercises in free improvisation, this article argues that small-ensemble jazz education holds a strong potential to cultivate temporal consciousness in resistance to our frantic, accelerated time-state.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0100.038
Scholarly communication0.0100.011
Open science0.0010.009
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.068
GPT teacher head0.307
Teacher spread0.239 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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