Agrarian Policy of the State in Russia and the U.S.: Comparative Analysis
Bibliographic record
Abstract
At the present stage of development of the agricultural sector of the economy, state regulation measures play an increasing role as one of the most important conditions for its stability and progress. Over the past more than 200 years, and especially since the 1930s, the United States has established a highly effective system of agricultural policy. In many ways, thanks to its, the United States is now the recognized leader of world agriculture. The agricultural sector of Russia, despite almost 30 years of market reforms, is in a very controversial state – evident achievements are accompanied by a number of chronic problems. According to the author, the responsibility for this state lies in a large extent on the imperfect nature of the agricultural policy implemented by the Government of the Russian Federation. This paper compares various aspects of the organization of agricultural policy in Russia and the United States, identified inconsistencies in the basic principles of the organization of the optimal system of state regulation of the agricultural sector, proposed recommendations for their elimination.
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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 | 0.000 |
| 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 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".