Bibliographic record
Abstract
En el marco de la tradición de la Educación Progresista norteamericana, la Pedagogía Crítica ha sido ampliamente discutida en el proyecto de reforma que reta a los estudiantes a convertirse en políticamente ilustrados de manera de que puedan comprender mejor y transformar el poder y los privilegios; la Pedagogía Crítica se ha mostrado como una importante protagonista en la lucha para un justicia económica y social; sin embargo rara vez ha desafiado la base fundamental de las relaciones sociales capitalistas. Entre los muchos defensores de la Pedagogía Crítica en Estados Unidos, el análisis de la pedagogía marxista ha sido prácticamente inexistente; de hecho en las últimas décadas, su orientación conceptual ha estado más cerca del posmodernismo y del posestructuralismo. Este artículo sostiene que a menos que el análisis de las clases y la lucha de clases jueguen un papel central en la pedagogía crítica, seguirá destinada al camino de la mayoría de los movimientos de reforma liberales del pasado, mezclando demandas a la distribución y asignación más justa de recursos y el apoyo a la diversidad racial, sin cuestionar radicalmente el cambio social que este tipo de proclamas hacen.
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 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.006 | 0.047 |
| Scholarly communication | 0.009 | 0.009 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.006 | 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".