I Don’t Wanna Die: Punk Rock Music and Culture as Critical Social Work Practice
Bibliographic record
Abstract
Punk is a music genre and counter-culture that has provided community and empowerment to generations of traumatized youth. This article is a case study on the use of punk rock counter-culture through the expression of music as a critical social work practice within a psychiatric outpatient clinic. The clinic, Lane County Behavioral Health, was founded during the deinstitutionalization era of psychiatric care for the treatment of “severe and persistent mental illness.” The article describes the formation of the group, the shared personal and cultural history of the therapist with group members, and the critical engagement with psychiatric violence generated through the composition of punk music. In this, the process of composition and the lyrical content of four songs are provided. Each of these four songs demonstrate a connection of the personal experiences of psychiatric violence to a political protest against psychiatric violence. While the article focuses on the experience of punks in the psychiatric clinic, the implementation of relationality and personal-political experience are applicable beyond the punk counter-culture. The article concludes with discussion elaborating ways in which a relational analytic group can be implemented within tight knit counter-cultural communities.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.003 |
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; both teacher heads agree on what is shown here.
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".