El juego como herramienta para el desarrollo del lenguaje y la comunicación en la primera infancia
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
Hablar sobre la primera infancia es referirse a una etapa llena de asombros, descubrimientos y vínculos socioemocionales. Durante este tiempo, el niño no solo va armando su propia comprensión sobre el mundo, sino que además desarrolla sus primeras maneras para comunicarse (Zapata y Ceballos, 2010). Es un periodo muy especial, porque cada gesto pequeño, cada sonido o cada palabra apenas EXPERIENCIAS EN EL QUEHACER DOCENTE ECUATORIANO104balbuceadas significa un paso grande hacia estructurar su lenguaje y también su pensamiento. Justo ahí es cuando aparece el juego, que se vuelve un recurso clave para desarrollar ese potencial comunicativo que todos tenemos desde nuestras raíces.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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 it