Pluralismo territorial, gobernanza neoliberal y resistencia
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
Durante las últimas cuatro décadas, buena parte del desarrollo económico en América Latina ha girado en torno a la industria extractiva bajo un marco regulatorio neoliberal. Este modelo ha provocado protestas e incluso, en algunos casos, procesos constituyentes emergentes. En este contexto, reflexionamos por qué el marco neoliberal para el ordenamiento territorial sigue ocasionando resistencia a pesar de sus cambios y promesas. El neoliberalismo originalmente surgió a mediados del siglo anterior como una manera menos conflictiva, más tecnocrática, de tomar decisiones fundamentales en la economía y la política ambiental. En este artículo nos enfocamos en dos casos emblemáticos de oposición en Perú y Chile donde las poblaciones locales lograron imponer su mirada ante la del Estado.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 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