La resistencia social en contexto de conflicto socio-ecológico: un crisol de desarrollo de las dimensiones crítica y política de la educación ambiental
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
Exponemos elementos de la investigación «Resistaction - Extractivismo, conflictos socioecológicos y emergencia de alternativas: dimensiones crítica y política de la educación ambiental en la resistencia social» (2018-2023), que se propone explorar los procesos de co-aprendizaje, de formación ecociudadana y de innovación social forjados en el seno de los movimientos sociales de resistencia al despliegue del modelo extractivista en Québec (boom minero-energético) y Chile (extractivismo exacerbado-cuna del modelo neoliberal). Se adoptan las perspectivas etnográfica y fenomenológica para el proceso de levantamiento y validación de los datos (entrevistas semi-dirigidas, discusiones grupales y observación participante), que se realiza arrimándose a las agendas de actividades de los movimientos sociales de los dos terrenos previstos, concebido como un proceso de diálogo reflexivo con los actores sociales en sus propios contextos.
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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.001 | 0.000 |
| 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