<i>Punk Beur</i> : Popular Music, Itinerancy and Identity in Sakinna Boukhedenna’s <i>Journal ‘Nationalité: immigré(e)</i> ’
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.
Bibliographic record
Abstract
Sakinna Boukhedenna’s Journal ‘Nationalité: immigré(e)’ contains many stimulating invocations of popular music, and these highlight familiar Beur themes of marginalisation, movement, liminality and identity in a highly interesting way. Engaging seriously with Sakinna’s musical interests and her commentaries about the rock and proto-punk music of Lou Reed, the punk rock of the Sex Pistols, the reggae music of Max Romeo, Rastafarian culture, and the Arab music of Umm Kulthum is crucial for understanding the importance of movement and itinerancy in her struggle to construct a viable postcolonial identity. Sakinna’s treatment of music also takes us out of the usual Beur geographical frame (France / Mediterranean / North Africa) to the worlds of the Atlantic and the Caribbean, and it reminds us of the richness of Beur writing and the multimedia modalities of Beur culture more generally.
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 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 | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it