Son ilusiones: etnicidad e identidad cultural en la periferia urbana española desde Los Chichos hasta Estopa
Bibliographic record
Abstract
La producción cultural de la clase obrera española ha recibido escaso reconocimiento histórico en España, país que presenta un modelo social que liga las prácticas artísticas y culturales a las clases media y alta. A partir de 2011, tras el movimiento político 15M, la crítica ha iniciado un tímido proceso de recuperación y revalorización de prácticas culturales que han sido consideradas de mal gusto o marginales en virtud del origen social de sus artífices y de su audiencia. La rumba suburbana de Los Chichos y Estopa es un ejemplo de cómo prácticas musicales de gran impacto y repercusión social han quedado relegadas en la reconstrucción de la memoria cultural e histórica de la España postfranquista. Este artículo documenta la falta de reconocimiento que la rumba suburbana ha recibido para reflexionar después, a través del análisis de la letra de temas representativos de los grupos antes mencionados, sobre el imaginario y la experiencia de la clase obrera.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.009 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 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".