Experiencia de aplicación del sistema SOLECON como herramienta tecnológica para la enseñanza de energías alternativas en niños de educación inicial
Bibliographic record
Abstract
Hoy en día se sabe que la estimulación temprana es un factor fundamental en el desarrollo de habilidades sociales en los niños de edad escolar mediante una gama amplia de actividades que inciden en su desarrollo integral y se ponen de manifiesto en su conducta. Siendo el ser humano un ser que resuelve sus necesidades básicas en relación con su entorno adquiriendo vínculos afectivos. El presente estudio examinó el papel de un tema complejo y el panorama para facilitar su doctrina en una muestra (N=30) de preescolares del Centro de Educación Inicial: “José Ernesto Vallejo”, ciudad Riobamba – Ecuador, a quienes se observó por un registro previamente estructurado. Del análisis se calificaron cualitativamente tres parámetros dentro de su competencia cognitiva: Iniciado, en Proceso y Adquirido, lo cual permitieron entender mejor, como a través del uso de estas herramientas se puede enseñar lúdicamente una ciencia dificultosa de aprender a temprana edad.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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; 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".