Sacrificial Entrepreneurship: The Political Economy of Queer and Trans of Color Community Arts under Neoliberalism
Bibliographic record
Abstract
This ethnographic study considers the political economy of queer and trans of color community organizations in the context of urban neoliberal governance in Toronto, Canada. While state institutions promote entrepreneurship-based arts funding as a means of economic development, queer and trans of color grassroots initiatives engage with these institutions in ways that compel a reconsideration of the relationship between entrepreneurship and neoliberalism. I propose the concept sacrificial entrepreneurship to identify how the disruption of the neoliberal incitement to personal gain by sacrificing one's economic well-being is patterned along lines of race, gender and sexuality. Focusing on Unapologetic Burlesque, a queer anti-racist community performance initiative, I show how queer and trans of color grassroots initiatives in Toronto take public resources intended to promote individual profit-making to create minoritized spaces of belonging. Through sacrificial entrepreneurship queer and trans of color subjects simultaneously collude and oppose the unfolding of neoliberal state initiatives.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.016 | 0.014 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".