New Competences for the Pre-shool Teacher: A Successful Response to the Challenges of the 21st Century
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
Only those individuals who are prepared for the professional challenges of the 21st century can aptly respond to them. The quality of the educational-upbringing system, in particular the preliminary one, which is early childhood and pre-school education, is the priority for every society which has a clear development strategy and which has a systematic educational policy. Particular attention, therefore, should be devoted to the initial training and continuing professional development of the educator. This is necessary in order for them to acquire the necessary pedagogical competences needed for working with children of an early and pre-school age. Only a competent educator can achieve favourable conditions which enable the development of the child's competences. Various roles demand various competences which the educator must possess such as: competences linked to understanding and advancing the child; learning; monitoring, evaluation, improving processes; school, family, local community; curriculum and the competences necessary for improving the educator’s own personal traits and professional activity. By improving these competences, the educator systematically builds his/her professional identity.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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