Black, blanc, beur : rap music and hip-hop culture in the francophone world
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
Chapter 1 Foreword: Francophone Hip-Hop as a Colonial Urban Geography Chapter 2 Acknowledgments Chapter 3 Introduction Chapter 4 Two Decades of Rap in France: Emergence, Developments, Prospects Chapter 5 Musical Dimensions and Ways of Expressing Identity in French Rap: The Groups from Marseilles Chapter 6 Common Partitions. Musical Commonplaces Chapter 7 'Why Are We Waiting to Start the Fire?' French Gangsta Rap and the Critique of State Capitalism Chapter 8 Rap and the Combinatorial Logistics of Rogues Chapter 9 Social Stakes and New Musical Styles: Rap and Hip-Hop Cultures Chapter 10 Tags and Murals in France: A City's Face or Natural Landscape? Chapter 11 Hip-Hop Dance: Emergence of a Popular Art Form in France Chapter 12 Rap in Libreville, Gabon. An Urban Sociolinguistic Space Chapter 13 The Cultural Paradox of Rap Made in Quebec Chapter 14 Index Chapter 15 About the Editor Chapter 16 About the Contributors
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.101 | 0.001 |
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