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Record W2990028849 · doi:10.5509/2019924665

Legal Reform and Struggles Against Precarity: The Case of State Workers’ Early Retirement in Vietnam

2019· article· en· W2990028849 on OpenAlexvenueno aff
Tu Phuong Nguyen

Bibliographic record

VenuePacific Affairs · 2019
Typearticle
Languageen
FieldHealth Professions
TopicEmployment and Welfare Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPrecarityInjusticePrecarious workSociologyPoliticsState (computer science)Political economyPolitical scienceLabour lawNeoliberalism (international relations)UnderpinningGender studiesLawWork (physics)

Abstract

fetched live from OpenAlex

This paper contributes to the literature on precarity in Asia by examining the way in which state law interacts with social, political, and ideological factors in shaping experiences of precarity. Different from studies of precarity that see law as a set of state regulations underpinning the precarious economic and political status of individual workers, this paper adopts a socially grounded view of law that incorporates workers' understandings of and engagements with state law in commonplace settings. It also adopts a view of precarity as a complex dynamic of social, legal, and political processes shaping and reproducing workers' experiences of insecurity and vulnerability at work, rather than a broad, identity-based category of non-standard and informal types of employment. Through an ethnographic study of former state workers' working experiences in Vietnam, this paper sheds light on different aspects of workers' collective and individual struggles against precarity and workplace injustice, and the role that law plays in these struggles. It argues that law contributes to reinforcing workers' precarious experiences, which are underpinned by the tension between their expectations grounded in the socialist era and the realities of workplace injustice and insecurity in a market economy.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.084
Threshold uncertainty score0.168

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0160.011
Scholarly communication0.0040.002
Open science0.0010.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.026
GPT teacher head0.322
Teacher spread0.296 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations4
Published2019
Admission routes1
Has abstractyes

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