Solidarity Formations Under Flexibilisation: Workplace Struggles of Precarious Migrants in Thailand
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
Recent scholarship on precarious labour has called attention to global transformations in employment regimes, which have given management greater freedom in setting the terms of work. Such ‘flexibility’ in employment is associated with a decrease in work, wage and livelihood security; more temporary, rather than open-ended, job contracts; a roll-back of employment benefits; heavy restrictions on workers’ collective organisation; and a greater reliance on migrant labour. To date, scholars have mostly emphasised the negative impact this transformation has had on workers’ solidarity. However, as this article highlights, flexibilisation can also function as an enabler of solidarity. Presenting an ethnographic case study of a workplace struggle at an export processing zone in northwest Thailand, it is argued that where flexible labour regimes incite shared grievances among workers and occlude the representative role of trade unions officials, they have facilitated self-organised struggles among workers based on a clear sense of common cause.
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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 | 0.000 | 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 | 0.001 | 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) | 0.001 | 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