SCIENTIFIC, THEORETICAL AND METHODOLOGICAL ASPECTS OF THE RESEARCH OF KHOREZM-RUSSIAN RELATIONS IN THE SOVIET ERA (XIX CENTURY AND THE FIRST HALF OF THE XX CENTURY)
Why this work is in the frame
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Bibliographic record
Abstract
This article is dedicated to studying the scientific-theoretical and methodological aspects of bilateral relations during the historical period from the early 19th century to the first quarter of the 20th century between the Khiva Khanate and the Russian Empire (1806-1917), the Provisional Government (March-October 1917), the Soviet state (1917-1920), and the Khorezm People's Soviet Republic (KPSR) with the Russian Soviet Federative Socialist Republic (RSFSR) and the Union of Soviet Socialist Republics (USSR) (1920-1924) in the historiography of the Soviet period. The author attempts to illuminate the scientific-theoretical and methodological aspects of studies conducted during the Soviet era on international relations and foreign policy, based on the "class" approach and commissioned historical research.
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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 | 0.012 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.004 |
| Science and technology studies | 0.002 | 0.027 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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