Estudio comparativo sobre estilos de enseñanza de química general en la Universidad del Valle y su incidencia en el rendimiento académico de los estudiantes de la licenciatura en educación básica con enfasis en ciencias naturales y educación ambiental [recurso electrónico]
Bibliographic record
Abstract
En el programa académico de la Licenciatura en Educación Básica con énfasis en Ciencias Naturales y Educación Ambiental, se presenta un alto grado de deserción entre el primer y tercer semestre, por lo tanto se estudió esta tendencia analizando las fichas académicas de los estudiantes para las cohortes de 2003-2006 (se elaboraron tablas y gráficas de tendencias), igualmente se analizaron 2 cursos de química general para esta carrera con el fin de comparar dos estilos de enseñanza (tradicional y técnicas del Aprendizaje Cooperativo) y su incidencia en el rendimiento académico de estos estudiantes tomando como indicador la pérdida o ganancia de esta signatura
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.005 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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".