The Neoliberal Governance of Global Labor Mobility
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
One feature of the “age of migration” in which we live has been an increasing movement of labor from the Global South to the North, mainly in “low-skill” and low-wage jobs. This article examines how far and in what ways contemporary capital-driven migration-related policies in labor-receiving and labor-sending states have shaped the subjectivity of transnational migrant workers and their positioning in host societies. It does so through the notion of new constitutional moments of primitive accumulation that designates the production of social spaces for the commodification of labor through the implementation of specific migration policies by labor-receiving states in the Global North, which is reinforced by the interests of labor-sending states in the Global South. By using this concept, especially with reference to changes in Japan’s immigration policy since the early 1990s, I argue that the governance of global labor mobility has not only separated migrant workers from their means of subsistence in the home societies but also constructed them as precarious subjects in the labor markets of the host societies.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| 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 | 0.003 |
| 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 it