Evolución de los precios de vivienda y de suelo urbano en España = Evolution in prices of housing and urban soil in Spain
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
En este trabajo se analiza la evolución que han experimentado los precios de la vivienda y del suelo urbano a partir de los datos aportados por las estadísticas disponibles en la Subdirección General de Estudios Económicos y Estadísticas del Ministerio de Fomento. El período temporal considerado comprende desde el año 2004 hasta el primer trimestre de 2012, corroborando el ajuste del que han sido objeto dichos precios desde finales de 2007.In this paper evolution in prices of housing and urban soil is analysed by using the data included in the statistics available in the Subdirección General de Estudios Económicos y Estadísticas (Department of Economic Studies and Statistics) belonging to the Ministerio de Fomento (Ministry of Public Works). The study period goes from 2004 to the first quarter of 2012, in order to confirm the adjustment these prices have suffered from the end of 2007
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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 | 0.007 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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