Formation of the Future Teacher’s Readiness to Professional Activity in the Dual-Oriented Education Conditions
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 reorientation of society to the market relations was required major changes in the system of vocational education. When employment, the employer is interested not store of theoretical knowledge of graduates of higher and secondary special educational institutions, but their preparedness to fulfillment of professional activities in this area. In connection with these requirements of employers and society in our country, were started the implementation of dual system of education. There has developed the innovative labor market in Kazakhstan. And it is necessary to review the traditional approaches in system of vocational education. However, the educational institutions cannot to shift to the new goals of specialists training yet. "Duality" means "double unity, duality". Dual training, as showed the practice of European education system is the product of close cooperation between educational institutions and employers for successful professional and social adaptation of future specialists. Together with this, given manuscript demonstrates the necessity of dual oriented education in educational system of the Republic of Kazakhstan for enhancement the professional preparation of the specialists
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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