The modest house and cultural patrimony: The corrals and patios of vicinity in the historico set of Seville
Bibliographic record
Abstract
El plano social y cultural de las ciudades se basa a menudo en la distribución de las clases más modestas en el entramado urbano y en el modo de vida que sobre él han creado. La lógica del mercado inmobiliario ha alentado, especialmente desde hace medio siglo, una apropiación de los espacios históricos por funciones e individuos que desplazan los últimos colectivos de poblaciones tradicionales. La apropiación de la centralidad, pero también de los símbolos y de los espacios de representación urbanos, está dando un vuelco a la composición social de muchos centros históricos. En Sevilla, ciudad en la que los corrales y otros inmuebles de vivienda modesta en torno a patio han supuesto durante buena parte de la etapa contemporánea el lugar en el que vivían las clases proletarias, observa un proceso de desplazamiento de estas clases que ya se encuentra en los últimos estados y que no es mitigado por los documentos de protección patrimonial.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.012 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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".