Spaces of labour control: comparative perspectives from Southeast Asia
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
This paper seeks to identify the spatialized dimensions of labour control in sites of rapid and recent industrialization in Southeast Asia. Using a comparative analysis of locations in Penang (Malaysia), Batam (Indonesia) and Cavite/Laguna (the Philippines), it is argued that the construction and control of space has been used to enhance control over the working body, and, in particular, to contain labour organization, unionization and collective bargaining. Three broader arguments are made. First, that labour geographies need to be cognizant of the spatialized politics of labour beyond a narrow focus on the trade union movement. Second, that space is a potent tool in labour control and must be explicitly considered alongside the identity–based control strategies and institutional structures that have usually informed studies of labour regimes in newly industrializing contexts. Finally, a comparative perspective on local labour markets, and control regimes in particular, shows that the ways in which space is constructed and controlled differs between contexts, implying that universal judgements on the relevance or importance of particular arenas or spaces for labour politics should be reserved.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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