The circus of liberation: Clowning as social creativity in insane clown posse's dark carnival
Bibliographic record
Abstract
The Detroit band Insane Clown Posse (ICP) and their fan subculture of ‘Juggalos’ have created an alternative culture with its own symbolism, rituals, and forms of kinship, called the ‘Dark Carnival’. This article connects ICP and the Juggalo subculture to the cross-cultural study of clowning in European and Indigenous North American and Oceanian societies. It is argued that ICP and the Juggalos use clowning as a creative method to develop new ways of living and being and mount liberatory political challenges within an egalitarian counter-cultural space. ICP's clowning is situated within the post-industrial Rust Belt and is posed in relation to economic grievances, masculinity, class, Whiteness, and intergenerational violence. Clowned forms of performative violence are used in lyrics and rituals to create a communitarian ethos of ‘Juggalo family’ which accepts participants unconditionally, rejects actual violence, and eschews social taboos in favour of creating its own symbols and norms.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".