THE CRIMEAN PENINSULA IN THE FIRST QUARTER OF THE NINETEENTH CENTURY AS AN INTEGRAL PART OF THE HISTORY OF THE RUSSIAN STATE
Bibliographic record
Abstract
This article examines the history of the Crimean Peninsula in the first quarter of the nineteenth century. This period characterized as the time of the tsarist policy of the Crimea. This policy resulted in the aggravation of contradictions between the Crimean Tatar people with the settlers. Trying to resolve this negative circumstance, the tsarist administration has undertaken a series of reforms, which has somewhat mitigated this problem. This article also explains the rise in the economic development of the Peninsula in the first quarter of the XIX century, which was inextricably linked with the influence of Russian capital in the Crimea. Not neglected by the author remains the policy of Russia towards improving the infrastructure of the region. In 1826 was built the road from Simferopol to Alushta, in 1837, continued to Yalta, and in 1848 – to Sevastopol. In 1848, on the border of the southern coast of the Crimea and the Northern slope of the mountains built Baidar gate.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".