Iniciación al álgebra en Educación Infantil a través del pensamiento computacional: una experiencia sobre patrones con robots educativos programables
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
El objetivo de este artículo es presentar las primeras orientaciones didácticas para desarrollar el razonamiento algebraico en Educación Infantil a través del pensamiento computacional, usando la robótica como recurso. A partir de los vínculos entre estos aspectos y el análisis de una experiencia con robots educativos programables para trabajar los patrones en 3-4 años, se establecen cinco recomendaciones iniciales en el marco de la educación STEAM: 1) plantear fenómenos relevantes, basados en la resolución de problemas; 2) fomentar procesos de razonamiento mediante buenas preguntas; 3) impulsar la interacción, la negociación y el diálogo; 4) vincular conocimientos de distinta naturaleza; 5) plantear la representación como medio para comprender, estructurar, capturar y transferir conceptos.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.005 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it