EL APRENDIZAJE SERVICIO COMO EXPERIENCIA EN EL GRADO DE EDUCACIÓN PRIMARIA
Bibliographic record
Abstract
La universidad, como institución social de referencia, es cada vez más consciente de que su función no se puede realizar al margen de la responsabilidad social que desempeña. El modelo formativo universitario actual requiere situaciones de aprendizaje que permitan combinar aprendizaje académico y formación para una ciudadanía activa. Desde este planteamiento, se presenta una experiencia de aprendizaje servicio realizada en una asignatura en el título de Grado en Educación Primaria, cuyo objetivo es servir como estrategia metodológica en la formación de una ciudadanía crítica entre los futuros maestros. Su puesta en práctica nos ha permitido conocer las diferentes actitudes del alumnado hacia la intervención social, favoreciendo el contacto con diversas instituciones del entorno a través de la colaboración en sus programas, realizando diferentes tipos de servicio acorde a sus aprendizajes e intereses.
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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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.005 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 0.002 |
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".