STATUS AND DEVELOPMENT TRENDS OF MIGRATION PROCESSES IN RUSSIA. THE INFLUENCE OF MIGRATION PROCESSES ON THE STATE OF THE LABOUR MARKET
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
The article examines trends in labour migration in the Russian Federation. Analyzed the migration of communications of Russia in the 1st quarter 2014 and 2015, Examines the impact of increasing migration fl ows of citizens of Ukraine on the state of the labour market of Russia. Supporters of immigration openness believe that increased migration is one of the ways of solving demographic problems of Russia and problems of replenishment of the labour market. Their opponents believe that immigration creates excess supply in the labor market by allowing employers to permanently reduce the level of remuneration and social guarantees, worsen working conditions.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.005 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it