Regional Political Divisions in Ukraine in 1991–2006
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 determinants of persistent regional political cleavages in post-Communist Ukraine. The question is how significant the role of culture is compared to ethnic, economic, and religious factors in the regional divisions. This study employs correlation, factor, and regression analyses of regional support for the Communist/pro-Russian parties and presidential candidates and pro-nationalist/pro-independence parties and candidates in all national elections held from 1991 to 2006, the vote for the preservation of the Soviet Union in the March 1991 referendum, and the vote for the independence of Ukraine in the December 1991 referendum. This study shows that the pattern of these regional differences remained relatively stable from 1991 to 2006. Historical experience has a major effect on regional electoral behavior in post-Communist Ukraine. The legacy of Austro-Hungarian, Polish, Romanian, and Czechoslovak rule is positively associated with the pro-nationalist and pro-independence vote; the same historical legacy has a negative effect on support for pro-Communist and pro-Russian parties and presidential candidates and on the vote for the preservation of the Soviet Union.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.001 | 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