Korean Suicide Protest as Anomic Response to Labour Disempowerment
Why this work is in the frame
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Bibliographic record
Abstract
The article argues that the growth of worker protest suicide in the 2000s in South Korea is relatedto current neo-liberal political-economic conditions in Korea, including: 1) the growing crisis facingincreasingly irregular and part-time workers, and 2) the construction of an anti-labour legal regimegiving Korean workers few legal options for collective engagement in workplace actions. Legalobstacles facing labour activists include both business and state actors increasingly usingcompensation lawsuits and provisional seizure tactics to seize the assets of unions and strikingworkers. As the Korean labour movement finds itself increasingly marginalised by the cripplinganti-labour legal innovations of the last two decades, labour resistance has increasingly manifestedin extreme forms of individualistic protests, such as worker suicide. Though products of anomicdespair, these suicides retain the capacity to inspire collective labour action and to leverage change.KEYWORDS: labour movement; protest suicide; provisional seizure; neo-liberalism; Korea
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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