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Record W2785720463

Undefined Rights: The Challenge of Using Evolving Labor Standards in U.S. and Canadian Free Trade Agreements to Improve Working Women’s Lives

2017· article· en· W2785720463 on OpenAlexaboutno aff
Tequila J. Brooks

Bibliographic record

VenueSSRN Electronic Journal · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Labor and Employment Law
Canadian institutionsnot available
Fundersnot available
KeywordsComplaintGovernment (linguistics)Labour lawFree tradeLabor relationsPolitical scienceOrder (exchange)Section (typography)EconomicsInternational tradeBusinessLawFinance
DOInot available

Abstract

fetched live from OpenAlex

This article explores whether and how labor provisions in post-NAFTA free trade agreements can be utilized to improve the lives of working women. It does so by examining and comparing significant advances in the development and application of labor norms in FTAs by the Governments of Canada and the United States—two innovators in the development of international trade and labor policy. The article is divided into three sections. Section I sets forth and compares the structure and contents of labor provisions and complaint procedures of post-NAFTA U.S. and Canadian FTAs. It lays the groundwork for this discussion by examining the incorporation of the ILO’s Core Labor Standards into the definition of labor provisions in the U.S.-Jordan FTA. Section I expands on the examination of definitions in U.S. FTA labor provisions in a discussion of the practice of the Government of Mexico under NAFTA in order to posit a theory as to why the U.S. government changed the scope of its definition of U.S. labor law under post-NAFTA FTAs. Section II discusses reports and developments in the application of U.S. post-NAFTA FTA labor provisions between 2009 and 2016. A number of petitions were filed with U.S. Department of Labor (U.S. DOL) between 2009 and 2016, making it possible for the U.S. government to engage in innovative policy making measures in response to issues raised by trade unions, worker rights advocates, and non-governmental organizations (NGOs). Section II shows that during the Obama administration, U.S. DOL applied labor provisions in FTAs in innovative ways that have the potential for improving workers’ lives in the territories of U.S. trade partners. Section III examines U.S. and Canadian FTA labor provisions from a gender perspective, comparing two cases filed under the North American Agreement on Labor Cooperation (NAALC)—the 1997 Pregnancy Testing and 2003 Puebla Garment Manufacturing cases—to gender-based arguments and outcomes in the 2012 Honduras petition under the Central American and Dominican Republic Free Trade Agreement (CAFTA-DR). The article concludes that as a result of creative advocacy efforts by working women's advocates, the U.S. government has more experience than the Canadian government in investigating and responding to public petitions under FTA labor provisions. Nevertheless, definitional shortcomings in U.S. FTAs present a challenge to using them as tools to improve working women’s lives. In contrast, gender protections in Canadian FTA labor provisions have not yet been tested by petitioners but could serve as a useful tool in improving working women’s lives because they contain clear protections for equal pay for equal work for men and women and for the elimination of workplace discrimination based on sex and other grounds.

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)0.065
metaresearch head score (Gemma)0.079
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.137
Threshold uncertainty score0.994

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0650.079
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0340.056
Scholarly communication0.0250.014
Open science0.0070.014
Research integrity0.0080.014
Insufficient payload (model declined to judge)0.0040.001

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 head0.017
GPT teacher head0.299
Teacher spread0.282 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations1
Published2017
Admission routes1
Has abstractyes

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