Personally Oriented Model of the Educational Process: Subjectively Essense Focus
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 proves that globalization, informatization, openness and standardization of the education quality have radically changed not only the scheme of knowledge transfer, teaching methods, but also have actualized the problem of understanding the deep essence of knowledge itself, its levels. The emphasis is placed on the priorities of cultural and personal knowledge, which are an integral part of the personality and provide with the expansion of his/ her social experience. It is substantiated a significance of the educational knowledge formation as a synthesized set of philosophical principles, humanitarian knowledge, pedagogical experience, which are designed to overcome the inconsistency and diversity of two types of «products»: «production of a cultural person» in education and «production of knowledge» about the structure and basic processes of education. It is stated that the positions of a synergetic approach allow to analyze the development and functioning of the educational system both in the short and long perspective, to create favorable conditions in the educational environment for choosing and giving each subject a chance to move individually, to stimulate independence of choice and making a responsible decision, to provide personal development and educational knowledge, the formation of skills of knowledge self-management of as the basis of professional competence.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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