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Record W3138147771 · doi:10.1093/ajcl/avac036

The Jurisdictional Vacuum: Transnational Corporate Human Rights Claims in Common Law Home States

2022· article· en· W3138147771 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueThe American Journal of Comparative Law · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Law and Human Rights
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsRedressPlaintiffLawLiabilityState (computer science)Human rightsJurisdictionBusinessLaw and economicsPolitical scienceEconomics

Abstract

fetched live from OpenAlex

Abstract Private MNCs that operate in developing host states through overseas subsidiaries are regularly accused of human rights and environmental violations. Host state plaintiffs who then seek redress in home states where a corporate parent is domiciled face a number of doctrinal limitations. Focusing on the United States, the United Kingdom, and Canada, this Article outlines the current state of common law doctrines that consistently inhibit host state plaintiffs from advancing transnational home state claims. Cumulatively, the doctrines create a ‘jurisdictional vacuum,’ illustrating that domestic legal principles have not kept pace with commerce that spans across state borders. As international business has been able to structure itself to avoid the adjudicative reach of home state courts, harmed host state plaintiffs are unable to utilize domestic common laws to exact civil liability and obtain compensation. Comprised mainly of transnational claims that originate in commercial activities in the extractive and manufacturing industries, the vacuum’s doctrinal limitations fall within two broad categories. In the first category, home state courts have parochially interpreted corporate legal personality. Adhering to the corporate veil, they have disaggregated otherwise integrated transnational business operations in accordance with the entity theory of liability. They have also disaggregated MNC liability from government and individual liability by, respectively, holding onto ‘statist’ notions of international law and restrictively construing corporate personhood. In the second category, home state courts have taken restrained approaches to transnational corporate claims that implicate foreign relations or trade and investment or, otherwise, impinge on a host state’s judicial system. They have routinely invoked deferential and prudential doctrines, namely forum non conveniens and act of state, and restrictively interpreted the presumption against extraterritoriality. And when they have eschewed restraint in boomerang litigation, the end result has equally thwarted the ability of host state plaintiffs to procure compensatory remedies.

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.

Direct model labels (unvalidated)

Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.

Model armCategoriesStudy designConfidence
gemmano category
Domain: not available · Genre: Empirical
About the Canadian research system: no · About a Canadian topic: no
Theoretical or conceptuallow
gptno category
Domain: not available · Genre: Empirical
About the Canadian research system: no · About a Canadian topic: no
Theoretical or conceptuallow
models agreeAgreement compares identical category sets and study designs across arms.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
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 score0.029
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.032
GPT teacher head0.264
Teacher spread0.232 · 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