Workers, Unions and the State: Migrant Workers in China's Labour‐intensive Foreign Enterprises
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
Abstract Migrant workers present a new challenge both to China's increasingly diversified industrial relations and to its state–society relationship, especially vis‐à‐vis China's developmental state. Through an examination of the situation of migrant workers in the country's labour‐intensive foreign investment enterprises, this article argues that it is difficult to establish tripartite industrial relations in China and that pluralistic labour organizations will not easily develop into civil society type labour entities. China's developmental state is in an ambiguous process in redefining its role. Its ability to micro‐manage society is weakening substantially. However, its developmental character at the macro‐level largely remains strong, allowing it to continue to restrict progress towards civil society. The future will ultimately depend on a collective determination by key players — the workers, unions and the state — to find a compromise.
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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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