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Record W2975141772 · doi:10.21083/surg.v6i2.2573

Global laws for a global economy: A case for bringing multinational corporations under international human rights law

2013· article· en· W2975141772 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueSURG Journal · 2013
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Law and Human Rights
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsMultinational corporationHuman rightsEnforcementCorporate governanceState (computer science)International lawGlobalizationArgument (complex analysis)Law and economicsBusinessLawSoft lawInternational human rights lawPolitical scienceEconomicsFinance

Abstract

fetched live from OpenAlex

Economic globalization has created a governance gap, often leaving powerful corporations largely unregulated. The result has been frequent and gross violations of human rights that too often go unpunished. This article outlines the mechanisms that currently exist for regulating the activities of multinational corporations including: (i) corporate self-regulation; (ii) regulation within the state where a company is operating (the host state); (iii) regulation within the state where a parent company is incorporated (the home state); and (iv) codes of conduct at the international level. The advantages and insufficiencies of each level are highlighted, and an argument is subsequently made that the governance gap will only be filled if firms are subjected to binding international law. The article then turns to an examination of international human rights law and discusses the place of non-state actors within this framework. It finds that corporations do have obligations under international human rights law despite the fact that systems for enforcing these duties do not currently exist. The final section discusses the difficulties that might be associated with creating enforcement mechanisms. The article ultimately argues that binding regulation at the international level is necessary in the long run; however, due to the difficulties in achieving this objective, regulation should also continue to be improved at the company, industry, host-state, and home-state levels.
 
 Keywords: multinational corporations; international law; human rights; corporate activity (regulation of)

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.

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 categoriesScience and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.269
Threshold uncertainty score1.000

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 studies0.0020.000
Scholarly communication0.0020.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.031
GPT teacher head0.271
Teacher spread0.240 · 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