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Record W3047371183 · doi:10.1080/01436597.2020.1796482

New architectures for migration governance: NAFTA and transnational activism around migrants’ rights

2020· article· en· W3047371183 on OpenAlexafffund
Christina Gabriel, Laura Macdonald

Bibliographic record

VenueThird World Quarterly · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsCarleton University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsMigrant workersHuman rightsPolitical scienceCorporate governanceInclusion (mineral)TribunalPolitical economyEconomic growthBusinessLawSociologyEconomicsGender studies

Abstract

fetched live from OpenAlex

This article analyses the way in which free trade agreements may become a new form of migration governance architecture, through an examination of the case of the North American Free Trade Agreement (NAFTA). We argue that the inclusion of migrant worker rights among the labour rights covered by the labour side accord unexpectedly resulted in new forms of migrant rights advocacy and transnational cooperation to promote migrant worker rights, especially in the United States. We examine two cases that were brought before the NAFTA labour rights tribunal. While this form of activism has had limited concrete impact on improving the actual conditions faced by vulnerable migrant workers, it has had some positive results in politicising the issue of abuses of migrant workers’ rights in the United States. It has also resulted in the transnationalisation of struggles around migrant workers’ rights and the forging of new alliances between trade unions and migrants’ rights activists.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.815
Threshold uncertainty score0.906

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.016
GPT teacher head0.269
Teacher spread0.254 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations3
Published2020
Admission routes2
Has abstractyes

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