Bibliographic record
Abstract
The article examines two recent memoirs by punk musicians, From the Graveyard of the Arousal Industry by Justin Pearson and The Spitboy Rule by Michelle Cruz Gonzales, and asks how do these works rethink the value and function of community in punk and what might be involved in recognizing friendship as something that can structure punk around altogether different operations than a notion of community presently does? The article contests a popular and scholarly perception that punk is best appreciated as a distinct community of outcasts, a view that justly recognizes that punk is much more than a failed social protest. Gonzales and Pearson challenge the assumption that punk offers a community for marginalized individuals, documenting the routine discrimination they faced from punks who prioritized uniformity and idealized norms of white male heterosexuality. Their memoirs examine how punk sometimes replicates the discriminatory social norms the authors encountered outside of the subculture and thus these works explore the limits of interpreting punk as a separate community. As an alternative, Gonzales and Pearson test out expressions of punk friendship that retain some of the optimism and sociability of punk while also remembering the centrality of relations of power that condition any practice of living with others.
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 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 | 0.006 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.024 | 0.080 |
| Scholarly communication | 0.013 | 0.014 |
| Open science | 0.002 | 0.016 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 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".