WORLD EXPERIENCE OF STATE-PRIVATE PARTNERSHIP IN THE INNOVATIVE ACTIVITY AND PRACTICE OF THE RUSSIAN FEDERATION AND THE REPUBLIC OF KAZAKHSTAN
Bibliographic record
Abstract
This article describes the development of the country’s innovative potential and innovations, as well as the role of public-private partnership (PPP) in the field of innovative economic development as a factor of sustainable growth and competitiveness of the national economy in the context of globalization of economic relations. The authors provide an analytical review of the Law «On Public and Private Partnership» of the Republic of Kazakhstan and, in particular, regulation of innovation activity and analysis of innovation costs by sources of financing, as well as the experience of PPP in Kazakhstan and Russia. The paper also presents the international experience in the development of innovative economies in a number of countries such as Austria, Israel, Finland, Canada and others. The constraining factors of the development of cooperation in the sphere of public and private partnership are determined and recommendations are given on the use of its mechanisms in the development of innovative investment in the domestic 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 | 0.002 | 0.001 |
| 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".