Por un cambio de paradigma educativo: del neoliberalismo escolar a la educación democrática
Bibliographic record
Abstract
Esta entrevista con Christian Laval aborda cuestiones fundamentales de sus trabajos dedicados a la educación, y permite reconstruir el despliegue del compromiso político que ha guiado todo su recorrido profesional. El intercambio se centra en el paradigma educativo neoliberal, y su importancia como modelo teórico para una lectura comprensiva y crítica de las transformaciones actuales de la escuela. Se trata, al mismo tiempo, de una reflexión sobre las condiciones de posibilidad de un cambio de paradigma, hacia una educación verdaderamente democrática, que pueda problematizar y cuestionar el orden social capitalista. El papel del Estado y de los servicios públicos, los legados progresistas, la acción colectiva y las luchas escolares y universitarias son, por lo tanto, cuestionados y replanteados
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.016 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.011 | 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 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".