La investigación del delito de tráfico de drogas en poblados chabolistas: especial referencia a La Cañada Real Galiana de Madrid
Bibliographic record
Abstract
La historia del chabolismo en Espana se remonta al exodo rural que se dearrollo espectacularmente en los anos sesenta y desde planteamientos poco elaborados o rigurosos, suele establec erse una vinculacion directa entre el chabolismo y las formas de vida que se entienden propias de minorias como la gitana. En paralelo y como consecuencia de la falta de oportunidades laborales, propiciada por la evolucion de un sistema productivo que va copando actividades como la recogida de carton, chatarra, muebles viejos, etcetera, se ha ido produciendo un alarmante incremento del trafico de drogas en algunos nucleos. En Madrid se han venido llevando a cabo actuaciones que erradicar esta problematica; sin embargo, pese a ello, todavia que dan en la region unas seiscientas chabolas, todo ello sin tener en cuenta la Canada Real Galiana, cuyas edificaciones no entrarian dentro de la definicion de chabola, al considerarse estas como infra viviendas levantadas de forma ilegal en terrenos publicos.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".