Establecimiento de relación de la Geografía de Cuba con Historia de Cuba en la formación inicial del profesor
Bibliographic record
Abstract
Desde la presente investigación se ofrece una contribución teórica a la solución del problema científico, a partir del análisis histórico-lógico que profundiza en los antecedentes teóricos y didáctico-metodológicos y la sistematización de los referentes para construir los fundamentos teóricos y metodológicos de una concepción metodológica sustentada en el enfoque geohistórico, en la cual se ofrecen los fundamentos, las categorías, los conceptos, las potencialidades del contenido de la Geografía de Cuba, así como los nexos teóricos y metodológicos para el establecimiento de relaciones esenciales entre el contenido geográfico y el histórico en las clases de Geografía de Cuba mediante tareas docentes.
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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 | 0.010 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".