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Record W1962176986

Extraterritoriality by Other Means: How Labor Law Sneaks Across Borders, Conquers Minds, and Controls Workplaces Abroad

2010· article· en· W1962176986 on OpenAlexaff
Harry W. Arthurs

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Labor and Employment Law
Canadian institutionsYork University
Fundersnot available
KeywordsExtraterritorialityDoctrineState (computer science)Labour lawMarket economyEconomicsBusinessPolitical scienceLawJurisdiction
DOInot available

Abstract

fetched live from OpenAlex

This Article challenges the state-centered description of labor law and impoverished view of extraterritoriality. It suggests that transnational flows of technology and capital, goods and services, and ideas and information have brought in their wake changes in political economy and social relations that have transformed regimes of public and workplace governance in all countries. It proposes that the extraterritoriality doctrine operates, if at all, only in the formal sense of not allowing one state to overtly project its law into the territory of another. But extraterritoriality does little to prevent the rules governing employment relations in one country from taking root elsewhere, from shaping foreign labor market norms, institutions, and practices, and from being reproduced, in their original or mutant forms, in foreign systems of labor law. The result is the extraterritorial projection “by other means” of labor law and policy - a form of extraterritoriality that has the potential to enhance as well as undermine labor standards in global enterprises.

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)0.006
metaresearch head score (Gemma)0.008
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 score0.011
Threshold uncertainty score0.032

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.036
Scholarly communication0.0110.008
Open science0.0010.008
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0060.001

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 head0.010
GPT teacher head0.337
Teacher spread0.327 · 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

Citations5
Published2010
Admission routes1
Has abstractyes

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Same topicInternational Labor and Employment LawFrench-language works237,207