Peculiarities of Pupils and Vocational College Students’ Career Guidance Modeling in the Integrated System "School – College – Enterprise"
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 article is aimed at the development of theoretical and applied model of career guidance work with pupils and vocational college students in the integrated system "school -college -enterprise". The integrative, competence and personality oriented approaches are the main approaches in researching this problem. They were directed at the organization of career guidance work with pupils and vocational college students in the integrated system. The theoretical and applied model of career guidance work with pupils and vocational college students in the integrated system "school -college -enterprise" presented in the article includes the following units: theoretical and methodological, functional and purpose oriented, substantial, technological, methodical and criteriaestimated. Materials of the article can be used by schools teachers and teachers of vocational educational institutions while planning career guidance work at the educational institutions.
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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 | 0.003 | 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 | 0.001 | 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