Market-Based Reform, Industrial Restructuring and Economic Development of Cuba
Bibliographic record
Abstract
This paper examines whether market-based reform, industrial restructuring and diversification efforts have contributed to economic development of Cuba. The disintegration of the Soviet Union led to serious depression in Cuba in the early 1990s. To overcome the economic difficulties, the Cuban government began to adopt market-based reform in the mid-1990s. Cuba gradually strengthened market-based reform measures again in the late 2000s and economic growth rate rose in the meantime. Cuba could diversify its economic structure from its heavy reliance on the agricultural sector to the service sector. Cuba has overcome the negative effects of US’ economic sanctions by strengthening its bilateral relationships with countries within the socialist bloc such as the Soviet Unionand Venezuela and developing value-added industries where it has a comparative advantage. The government’s emphasis on education appears to have contributed to the development of the Cuban economy led by tourism, exports of professional services such as medical services, and a technology-intensive pharmaceutical industry. Meanwhile, insufficient allocation of resources to science and engineering coupled with the chaos in Venezuela have had negative impacts on Cuba. Finding other trade partners and foreign investors while emphasizing science and technology education may provide better opportunities for the Cuban economy.
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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 | 0.005 | 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 | 0.001 | 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) | 0.002 | 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".