A Quarter-Century Pursuit of Independence: Politics of Trade, Energy, and Economic Development in Uzbekistan
Bibliographic record
Abstract
After the collapse of the Soviet Union, Uzbekistan chose an original path of economic development policy. Known as the Uzbek model, these policies helped the Uzbek economy survive at least two economic crises over the last two decades. In terms of various macroeconomic indicators, the Uzbek economy outperformed similar countries. This paper divides the post-independence economic policies of the Uzbek leadership into three periods according to various definitive characteristics, and argues that the original path of the Uzbek model has been one of the key factors for the performance of the Uzbek economy. Over the last 25 years, the main motivation behind the occasional changes in the political and economic preferences of the Uzbek leadership has been the pursuit of independence.In its quarter century of economic policies, Uzbekistan’s economy has achieved considerable success and has had various opportunities. It is a matter of policy choices to translate this promising outlook into solid and sustainable economic growth
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How this classification was reachedexpand
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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".