Socio-Cultural Implication in the Development of Educational Institutions of Kazakhstan: Interdisciplinary Research
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
Objective: The purpose of the paper is to determine the specifics of the modern process of democratisation of the educational environment in Kazakhstan through the analysis of the implicative development of subject-to-subject interactions in educational institutions of the country. Background: The implication of traditionalism, patriarchy (collectivism), and individualism in the modern culture of Kazakhstani society form the basis for the development of a special, paternalistic type of subject-to-subject interactions in educational institutions of Kazakhstan. The specific nature of this type of interaction is in the preservation of students' value-and-role views about teacher’s functions in the educational process. Method: The study used a comparative method, conducted a questionnaire survey among students and schoolchildren with special educational needs, an expert survey of teachers, as well as in-depth interviews of schoolchildren and teachers at the second stage. Results: Based on the results of empirical studies, proposals are being developed on the conceptualisation of the development of the educational environment in the Kazakh school and on the further development of subject-to-subject relations in higher educational institutions. Democratisation of the educational process as a world trend necessitates considering local specific peculiarities when modernising the educational process in societies with a predominance of collectivist values. Conclusion: The authors, analysing the results of studies on the formation of an individual's subjectivity in various types of societies, having identified implicative relationships in the socio-cultural development of Kazakhstan, conclude that a new institutional significance of education is necessary as a fundamental factor in the overtaking modernisation of Kazakhstan.
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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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