MULTICULTURAL EDUCATION AS AN IDEOLOGICAL APPROACH: POLITICAL AND PHILOSOPHICAL ANALYSIS
Bibliographic record
Abstract
The article presents a comparative analysis of the results of the state policy in the field of multicultural education in Canada under the title "Canadian Cultural Mosaic" and "unity of the people of Kazakhstan" in Kazakhstan today. Canada is a constitutional monarchy that occupies the second largest land area in the world in North America, with parallel English and French languages, technologically and industrially developed, multicultural and corresponding multinational parliamentary system. Kazakhstan is a multicultural multinational democratic, secular, unitary, constitutional republic, developing technologically and industrially, with parallel Kazakh and Russian languages, occupying the ninth place in the world by land area in the center of Eurasia. Canada and Kazakhstan on the world stage today have a similar multi-ethnic appearance, but their political and philosophical structure is divided into two parts. Both States create favorable conditions for the unhindered happy existence of ethnic groups devoted to their historical destiny, the preservation and improvement of the characteristics of their nation. These actions of theirs serve as an ideological approach and serve as an example for other States. It is obvious that in the case when the assimilation of nations does not occur naturally, there is a loss of the culture of ethnic groups that make up the minority, an aggravation of racism and, accordingly, the process of loss of national identity.
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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 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.002 | 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".