The problem of the development of land relations in northern Kazakhstan in the second quarter of the 19th – 50-60s of the 20th centuries: historiographic analysis
Bibliographic record
Abstract
The article presents a historiographical overview of the history of land relations in northern Kazakhstan in the period from the second quarter of the 19th century to the 50-60s of the 20th centuries. In the scientific study of the problem, the authors conventionally identify several periods, each of which differs not only in the thematic range of issues being studied, but also in the formulation of problems, and scientific approaches to assessing the state’s land policy. Following the principles of scientific objectivity and historicism, the authors consider the history of the study of land relations in the Northern regions of Kazakhstan as a process that has a certain direction and dynamics of development. The systematic approach used by the authors to the analysis of historical facts and events makes it possible to study land relations as an important component of the country's socio-economic system. Based on a critical analysis of the works of pre-revolutionary, Soviet and post-Soviet authors, it is concluded that the problem of the development of land relations in the northern region of Kazakhstan in the chronological period under consideration has not been fully studied from the standpoint of continuity and continuity of historical processes, from the point of view of the relationship between traditional and modernist views on this problem, as well as assessing the role of the local Kazakh population in the ongoing agrarian changes. The necessity of studying the history of land relations in the context of the theory of adaptation of Kazakh nomads to new economic conditions, which makes it possible to study the features and consequences of agrarian modernization in the region, is substantiated.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.006 | 0.011 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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 source (direct Gemma or distilled Codex), 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".