What Does It Mean to Control Migration? Soviet Mobility Policies in Comparative Perspective
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 onexternalmigration were more restrictive than those of contemporary capitalist states, and Soviet regulation ofinternalmigration 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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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.011 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".