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Record W4415928011 · doi:10.1177/03080188251389041

Capitalist prizefighters striking the plasticity of art

2025· article· en· W4415928011 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInterdisciplinary Science Reviews · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMartial Arts: Techniques, Psychology, and Education
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsPoliticsSpectacleMartial artsCapitalismDialecticRepresentation (politics)ChampionConsumption (sociology)Order (exchange)

Abstract

fetched live from OpenAlex

This article considers the dialectics of plasticity at the intersection of art, boxing, and political ecology. It focuses on the visuality of Black male boxers in Jean-Michel Basquiat oeuvre. I explore how Basquiat viewed the struggle of artistic expression (art’s plasticity) as akin to prizefighting. I draw from the critical aesthetic maneuvers of the French theorist Georges Bataille, and the realist painter Gustave Courbet in order to show how art’s plasticity rivals the political ecology of global capitalism, by tracing a common root between economy and ancient martial arts. I consider the recent boxing match between heavyweight champion Oleksander Usyk and former champion, Tyson Fury as a capitalist spectacle of sacrifice and consumption that serves as a form of ‘sportwashing’. The article culminates with an exegesis on prizefighting in relation to the concept of extinction, one of the marker horizons of the global oil economy. While the connection between prizefighting, extinction and war may not seem obvious, I reference the financial alliances animating the global media apparatus that underpins the visibility of today’s martial arts. The article is organized in 12 rounds, with each round encompassing a particular move or strategy of striking (with art).

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.818
Threshold uncertainty score0.905

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.035
GPT teacher head0.438
Teacher spread0.403 · 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