Adaptación tecnológica en procesos de gestión del riesgo de desastres por amenazas naturales en 20 municipios de Antioquia
Bibliographic record
Abstract
RESUMEN: Este informe da cuenta en un primer momento de los alcances del proyecto piloto realizado en el convenio Universidad Nacional – Corantioquia, con el tema de la gestión del riesgo de desastre en 20 municipios de Antioquia enfocado desde dos perspectivas; la primera de ellas enfocada al objetivo de implementar sistemas de alertas tempranas y la segunda perspectiva responde al fortalecimiento y acompañamiento de la formulación de los planes municipales de gestión del riesgo, por medio de los consejos municipales de gestión del riesgo de desastre. En segundo momento se acerca a la reflexión sociológica del riesgo desde algunos autores como Ulrich Beck y Niklas Luhmann.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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; both teacher heads agree on what is shown here.
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".