SETTLEMENT OF THE GERMAN DIASPORA IN EASTERN KAZAKHSTAN AND THEIR SOCIO-DEMOGRAPHIC SITUATION IN THE EARLY TWENTIETH CENTURY
Bibliographic record
Abstract
The article deals with the formation of German diasporas in East Kazakhstan in the middle of the twentieth century, their deportation and social situation, demographics, migration movement, and cultural development. Therefore the history of formation and development of diasporas in Kazakhstan is analysed from the point of view of today's requirements. After independence, it only became possible to study the true history of the Germans, among the significant diasporas in Kazakhstan. Also, special attention is paid to the influence of Soviet policy, the living conditions of Germans in special settlements and their contribution to the region's economy. The features of German adaptation to new conditions and the preservation of national identity are revealed. The study emphasizes the importance of studying the history of diasporas for interethnic harmony and understanding historical mistakes.Although historians have worked on the diasporas in our country, there are almost no studies on the development of the German diasporas in the East Kazakhstan and Semipalatinsk regions.The study of the reasons for the settlement of this European race in eastern Kazakhstan, their contribution to the development and prosperity of the region from a historical perspective, and an assessment from a new perspective occupies a special place in regional history.
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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 | 0.001 | 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) | 0.000 | 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 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".