SOCIO-ECONOMIC RELATIONS IN CENTRAL UKRAINE ON THE THRESHOLD OF AND DURING THE UKRAINIAN REVOLUTION (1881–1922): THE AGRARIAN QUESTION
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
The subject of the study is the analysis of economic development (agrarian relations) in Central Ukraine in the 80s of the XIX century – the first quarter of 1922. The problematic nature of the article is stipulated by the insufficient attention of specialists to the economic history of this region. The publication deals with the socio-economic sphere of regional history. Methodology. The study is based on the use of interdisciplinary methodological optics: economics, history, geography, and law. The purpose of the article is to analyse the approaches to solving the agrarian issue in Central Ukraine in the post-reform period and during the liberation struggle of 1917-1922. The article focuses on various aspects of socio-economic development in the late XIX century – the first quarter of the XX century. Conclusions. In the 80s and 90s of the XIX century, significant economic experiments took place in Central Ukraine aimed at solving the agrarian issue and meeting the economic needs of the peasantry. They were initiated by both representatives of the authorities – zemstvo officials – and public figures, such as M. Levytskyi. These attempts were partially successful economically: the peasantry of Kherson, Yekaterinoslav, Kyiv, and Poltava provinces had larger land holdings than in other areas, and were more entrepreneurial, as evidenced by their support for the cooperative movement. The second part of the article deals with the analysis of socio-economic relations during the liberation struggle of 1917-1922. The analysis of this struggle suggests that the peasantry of Central Ukraine was the driving force behind various insurgent movements. There were several major uprisings on socio-economic grounds in these areas, which were caused by the Ukrainian peasantry's rejection of the economic experiments of the Russian occupiers: the Bolsheviks and their opponents, the White Guards. The interests of the Ukrainian peasantry were partially satisfied by the introduction of a new economic policy in 1921, which contributed to the gradual decline of the insurgency.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 it