Effective Communication-Based Teaching Skill for Early Childhood Education Students
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
The research aims to develop a series of effective communication-based teaching skills for early childhood education teachers that develop in accordance with the Indonesian National Curriculum framework used recently in Department of Early Childhood Education, Faculty of Education, State University Jakarta. Research will be conducted in two years using research and development methods. The literature review has been conducted on effective communication and teaching skills for the first year and a series of teaching skill indicators. Data gathered from early childhood education teachers in Jakarta are related to the theory and practice of teaching skills with observation, interviews and performance tests. The results of the study are indicators for Early Childhood Education (PAUD) teacher teaching skills. On the other hand, drafts of effective communication practices are conducted to be applied in teacher teaching skills. These two concepts will be used to develop a model of effective communication based teaching skills for teachers of early childhood. The result can be consideration of educational institutions educators, researchers and governments in developing training models to improve teacher teaching skills.
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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 | 0.001 |
| 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