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Record W2009421984 · doi:10.15173/glj.v2i2.1098

International Framework Agreements for Workers’ Rights? Insights from River Rich Cambodia

2011· article· en· W2009421984 on OpenAlexvenueno aff
Catia Gregoratti, Doug Miller

Bibliographic record

VenueGlobal Labour Journal · 2011
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsnot available
Fundersnot available
KeywordsFreedom of associationMultinational corporationCollective bargainingFactory (object-oriented programming)EnforcementSupply chainPromotion (chess)Collective actionClothingBusinessInternational tradeHuman rightsPolitical scienceLawMarketingFinance

Abstract

fetched live from OpenAlex

The international framework agreement concluded between the Spanish fashion retailer Inditex SA and the International Textile, Garment and Leather Workers Federation (ITGLWF) was lauded as the first IFA to apply to an outsourced apparel supply chain. Central to the implementation approach of both parties is an understanding that for progress to be made in the advancement of core labour standards in producing countries, compliance efforts need to be rooted in the promotion of freedom of association, dialogue and collective bargaining. This approach has informed the interventions of the ITGLWF and the multinational Inditex SA to resolve trade union recognition disputes in a number of developing countries. This article presents and critically examines an early test case of this approach at a knitwear factory in Cambodia. Drawing on empirical research, we find that the intervention resulted in the resolution of a recognition dispute, which led to significant membership gains for a local union and the removal of fixed duration contracts. However, the article raises questions about the effectiveness and sustainability of such an approach for advancing freedom of association and collective bargaining throughout a multinational apparel supply chain, particularly in the current global economic climate.

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)0.002
metaresearch head score (Gemma)0.003
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.192
Threshold uncertainty score0.383

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.008
Scholarly communication0.0060.005
Open science0.0010.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0110.000

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 head0.024
GPT teacher head0.264
Teacher spread0.240 · 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

Citations23
Published2011
Admission routes1
Has abstractyes

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