La cotidianeidad de la periferia popular: Entre el olvido y la constante intervención
Bibliographic record
Abstract
La política de vivienda social chilena de los años ochenta y noventa construyó masivos conjuntos de viviendas de escaso metraje y baja calidad, en lo que se constituyó como una periferia segregada, mal servida y con pobre accesibilidad. Al momento de su llegada, los habitantes de estos conjuntos experimentaron el abandono del Estado, que no comparecía en servicios públicos tan básicos como salud, educación o transporte, desencadenando importantes problemáticas sociales en estos territorios. Con el paso del tiempo, se han generado programas públicos orientados a solucionar las problemáticas habitacionales y urbanas de estos territorios, con alternativas que van desde el hermoseamiento hasta la demolición. Se ha pasado de la ausencia del Estado, a su presencia constante a través de diversas intervenciones. Este artículo busca reconstruir, a través de entrevistas en profundidad a habitantes de estos barrios, el modo en que el paso de la ausencia del Estado a la sobre-intervención ha marcado la vida cotidiana de estos territorios.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.018 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.013 | 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".