Крымский полуостров в первой четверти xix века: политика Российской империи в Крыму
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
This article examines the history of the Crimean Peninsu-la in the first quarter of the nineteenth century. This peri-od characterized as the time of the tsarist policy of the Crimea. This policy resulted in the aggravation of contra-dictions between the Crimean Tatar people with the set-tlers. 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 cap-ital 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.
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 | 0.006 | 0.002 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.005 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.011 | 0.030 |
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