Reasons Are Given for the Current Wildcat Strikes in Vietnam: The Blue-Collar Workers' Perspective
Bibliographic record
Abstract
Despite the vast research by researchers on Vietnam's wildcat strike, little is known of the perspective of the Southern Focal Economic Zone. The overall reason that emerges from the literature included: (1) raising wages for workers; (2) contributing to social security for workers; (3) and paying a seniority allowance. The aim of the present research is to figure out the reasons for the current wildcat strikes among Vietnamese blue-collar workers. A group of 936 Vietnamese blue-collar workers (387 males and 549 females) from four Southern Vietnam cities participated in the survey. They completed the Reasons are given for Wildcat Strikes questionnaire. The descriptive results showed that the highest mean among those reasons is ‘‘Labor regulations at the company are too strict’’. The result of this research emphasizes the impact of each reason by investigating nonoffice workers’ perspective so as to predict which the potential reasons are for future strikes in Southern Vietnam.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".