What Does It Mean to Control Migration? Soviet Mobility Policies in Comparative Perspective
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 migration policies of the former Soviet Union (or USSR) included a virtual abolition of emigration and immigration, an effective ban on private travel abroad, and pervasive bureaucratic controls on internal migration. This article outlines this Soviet package of migration controls and assesses its historical and international distinctiveness through comparison with a liberal state, the United States, and an authoritarian capitalist state, Apartheid South Africa. Soviet limitations on external migration were more restrictive than those of contemporary capitalist states, and Soviet regulation of internal migration was unusual in its direct bureaucratic supervision of the individual. However, Soviet policy did not aim at the suppression of internal migration, but at its complete regularization. The ultimate goal was “regime adherence”: the full integration of the citizen into the Soviet political order. In contrast to the USSR, migration in the contemporary world is marked by “irregularization”: policies that lead to the proliferation of insecure and unauthorized migration.
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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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.002 |
| 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