Acción política, informalidad y metrópolis móviles: una reflexión epistemológica de lo político
Bibliographic record
Abstract
En este artículo se presenta una reflexión sobre cómo estudiar la realidad social en un contexto de urbanidad que, igual que la modernidad, se define como una condición histórica, desigualmente distribuida y dominante. Ello transforma los procesos socio-políticos de tres maneras: 1) a través de la reestructuración de la arquitectura institucional del poder, 2) a través de la generación de nuevas lógicas de acción, y 3) a través de la elaboración de nueva ontologías. En ello, las ciencias sociales evolucionan lentamente con el Estado-Nación, sin la misma velocidad del mundo urbano, característica de nuestra época. Sin embargo, una nueva epistemología de la urbanidad y la informalidad parece estar en desarrollo. Este artículo explora esta nueva epistemología con el ejemplo de las transformaciones del Estado mexicano, el tráfico informal y lo que llamamos las metrópolis móviles.
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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 | 0.002 | 0.002 |
| Science and technology studies | 0.005 | 0.036 |
| Scholarly communication | 0.012 | 0.008 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".