КОНЦЕПТУАЛЬНА ЦІЛІСНА СИНЕРГЕТИЧНА МОДЕЛЬ ПСИХОЛОГО-ПЕДАГОГІЧНОЇ ПІДГОТОВКИ ПРОФЕСІЙНИХ СУДДІВ У СИСТЕМІ СУДДІВСЬКОЇ ОСВІТИ
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 considers the essence of the conceptual holistic synergetic model of psychological and pedagogical training of professional judges in the system of judicial education. It is substantiated that the basis of the conceptual model is the principles of synergetics, which canadian leaders of judicial education explain through the effectiveness of the implementation of the "Ten principles of the social context of forensic education". The general patterns of the use of the conceptual linguistic synergetic model of psychological and pedagogical training of professional judges in the system of judicial education from the standpoint of human-centric, ac-syllogical, akmeological, andragogical and synergetic approaches are revealed. The connection of concept-stages, regularities and criteria of "judge's integrity" in the integral aspect of the spiritual-reflexive dimension of psychological and pedagogical training of professional judges is explained.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.010 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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