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Record W2020767353 · doi:10.1080/13621025.2014.905264

‘Domestic transnationalism’: legal advocacy for Mexican migrant workers' rights in Canada

2014· article· en· W2020767353 on OpenAlexaffabout
Christina Gabriel, Laura Macdonald

Bibliographic record

VenueCitizenship Studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsCarleton University
Fundersnot available
KeywordsHuman rightsTransnationalismCitizenshipPolitical scienceInternational human rights lawCivil societyPoliticsLegislationLinguistic rightsRight to propertyGovernment (linguistics)LawSociology

Abstract

fetched live from OpenAlex

Every year thousands of Mexicans travel to Canada to work in Canadian fields and greenhouses under the Mexico-Canada Seasonal Agricultural Worker Program. While the programme is often praised, it has also been the subject of persistent criticism about its failure to meet certain human rights standards. In this article, we examine the legal strategies civil society advocates of migrant workers have adopted to promote migrant workers' rights in Canada. Specifically, we examine legal struggles undertaken by the United Food and Commercial Workers union to challenge Ontario government legislation that does not permit collective bargaining by farmworkers in the province. We argue that this case demonstrates that despite the fact that many of the workers involved are transnationalized, appeals to international bodies or to international human rights standards have been of limited utility in promoting their rights. Despite frequent arguments about the increased relevance of international human rights and citizenship norms and transnational human rights advocacy, in this case the national and sub-national scales remain predominant. The result, we argue, is a form of ‘domestic transnationalism’, in which domestic political actors engage in advocacy within domestic legal institutions to promote the rights of a transnational mobile labour force.

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)0.004
metaresearch head score (Gemma)0.007
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 score0.076
Threshold uncertainty score0.550

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0440.018
Scholarly communication0.0070.002
Open science0.0020.007
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.029
GPT teacher head0.318
Teacher spread0.288 · 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

Citations21
Published2014
Admission routes2
Has abstractyes

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