The new sismimur plan: seismic urban planning in the region of murcia (spain) after the earthquake of may 11, 2011
Bibliographic record
Abstract
The Lorca earthquake of May 11, 2011, was a traumatic yet very instructive experience for the Region of Murcia. Despite its limited scale of only 5.1 Mw, the earthquake caused nine deaths and material damage valued at over 800 million Euros in a city of just 100,000 inhabitants. This catastrophic result has led the regional government to implement a new plan, SISMIMUR, to better foresee and manage future earthquakes. In a move to improve the response to earthquakes, the new plan will incorporate innovative approaches to seismic engineering, creating aftershock evaluation protocols for buildings and the implementation of urban planning to reduce seismic vulnerability in the territorial development of cities. In these fi elds, the government of the Region of Murcia has commissioned the Technical University of Cartagena to conduct an urban microzonation in the city of Lorca as a pilot project to incorporate its fi ndings to the future plan SISMIMUR. This article summarizes the main advances achieved in this research project and their possible contributions to the SISMIMUR plan.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".