Bibliographic record
Abstract
World education at the present stage consists of many different national systems. They differ from each other in national goals and objectives, cultural traditions, as well as the state of the quality of education. Russian education is undergoing a stage of reform. Now the transformations have affected the sphere of control (supervision) of educational organizations. General trends in changes in control and supervisory activities are aimed at reducing the administrative burden on business and, at the same time, increasing the protection of legally protected values. During the discussions, among other things, it was proposed to replace state control (supervision) with public control in certain areas. It will be relevant to analyze the experience of managing the education system,including state and public control, in foreign countries. As an example, the article considers Canada, which has much in common with Russia: multinationalism, large territory, federal structure, levels of education, etc., while Canada has a high rating on the assessment of education at the world level. The author assessed the management of the Canadian education system, the legal regulation of state and public control (supervision). Studying foreign experience will allow integrating it into the Russian education system, which, in turn, will allow integrating Russian education in the global world. The study was conducted using comparative legal analysis, generalization of information.
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How this classification was reachedexpand
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 | 0.000 |
| 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) | 0.007 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".