La intencionalidad politica de la animación y el papel del animador sociocultural
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
La necesidad por comprender los impactos sociales de las metodologías comunitarias conllevan a pensar en los procesos reflexivos que se dan a partir de la relación entre el sujeto y el objeto colectivizado en el proceso metodológico en sí, por ello se abordan algunos elementos que se dan entre esta relación, de ahí que, el papel que se da a partir de la intencionalidad política de la animación y el papel que tiene el animador permiten o no generar escenarios que posibilitan los alcances sociales y la capacidad para configurar sujetos politizados, que a su vez se vuelven multiplicadores de cambios. Igualmente, aproximarse a los posibles límites que presenta El presente análisis se realiza desde los procesos comunitarios retomados como experiencias a partir de la Animación de las ciudades de Bogotá y Medellín.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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