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Record W1589728198

NAFTA Labor Side Agreement: Lessons for the Workers Rights and Fast-Track Debate

2001· article· en· W1589728198 on OpenAlexaboutno aff
Mary Jane Bolle

Bibliographic record

VenueUniversity of North Texas Digital Library (University of North Texas) · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Labor and Employment Law
Canadian institutionsnot available
Fundersnot available
KeywordsTrack (disk drive)Fast trackLabour economicsEconomicsPolitical scienceBusinessComputer science
DOInot available

Abstract

fetched live from OpenAlex

The North American Free Trade Agreement (NAFTA), between the United States, Mexico, and Canada was the first trade agreement ever linked to worker rights provisions in a major way. Its companion "side agreement," the North American Agreement on Labor Cooperation (NAALC, which rhymes with "talc") went into effect with NAFTA on January 1, 1994. The NAALC agreement is "broad" in that NAFTA signatories agree to enforce their own labor laws and standards while promoting 11 worker rights principles over the long run. However, under NAALC, sanctions as an enforcement tool are applicable to only three of the 11 labor principles (pertaining to minimum wages, child labor, and occupational safety and health), and are not applicable to three basic rights: the right to organize, bargain collectively, and strike.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.389
Threshold uncertainty score0.975

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.003
Open science0.0010.000
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 head0.215
Teacher spread0.200 · 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 designObservational
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

Citations7
Published2001
Admission routes1
Has abstractyes

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