New National Curriculum and the Impact in the Education Sector of Kosovo: Implications for Successful Implementation
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
In August 2011, the Ministry of Education, Science and Technology (MEST) adopted a new national curriculum. Among other concepts, the Ministry committed to focus on learning outcomes, competencies, differentiated learning, and learner centered education in the new national curriculum. The impact of these changes rippled across the education sector requiring professional capacity building within the Ministry of Education, redesigning teacher pre-service preparation program, re-structuring teacher in-service program, innovating staff development and teacher mentoring for professional capacity building in schools, re-writing textbooks and creating supporting teacher resource materials. It was calculated that it would take ten years to implement fully these curriculum concepts. The purpose of this paper is to analyse the consequences of a Decision to create new national curriculum across the education sector and determine the best approach to implement it. DOI: 10.5901/jesr.2014.v4n2p413
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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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