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The International Court System: A Solution to the Crisis in Investor-State Arbitration?

2024· article· en· W4391011554 on OpenAlexaboutno aff
Lawrence Ngobeni

Bibliographic record

VenuePotchefstroom Electronic Law Journal/Potchefstroomse Elektroniese Regsblad · 2024
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
FundersEuropean Commission
KeywordsInvestor-state dispute settlementArbitrationTribunalEuropean unionLawPolitical scienceInternational arbitrationState (computer science)Order (exchange)BusinessInternational tradeForeign direct investmentInternational investmentFinance

Abstract

fetched live from OpenAlex

Most known investor-state disputes are referred to a form of international arbitration known as investor-state arbitration (ISA) or investor-state dispute settlement (ISDS). The rest are referred to domestic arbitration or litigation before the courts of host states. The International Centre for Settlement of Investment Disputes (ICSID) is the largest ISDS institution, having handled 829 out of 1190 cases by December 2021. However, in recent years the ISDS regime has faced challenges that have reached crisis proportions. States have responded to these challenges in different ways. For example, during 2014 the European Union (EU) intended to provide for ISDS in its anticipated trade agreements with the United States of America and Canada. In preparation the EU held public consultations wherein the public was invited to comment on whether ISDS could be used in these agreements. Over 90 per cent of the voters rejected the inclusion of ISDS therein. In response the EU abandoned ISDS and created a bilateral Investment Court System (ICS). The final death knell for ISDS in the EU came in 2018 and 2021 when the Court of Justice of the European Union (CJEU) ruled that ISDS among EU states is unlawful and incompatible with its legal order. This paper aims to assess the legal nature of the ICS, as well as whether the ICS can resolve the challenges that face ISDS worldwide. The paper concludes that firstly, the ICS is a hybrid of a court and a tribunal; secondly, that the ICS fails to fully address all the challenges faced by ISDS. It is a work in progress that must be interrogated further and be improved upon over time.

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)0.018
metaresearch head score (Gemma)0.041
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.028
Threshold uncertainty score0.095

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.041
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0080.017
Scholarly communication0.0280.030
Open science0.0030.011
Research integrity0.0160.019
Insufficient payload (model declined to judge)0.0230.003

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 head0.009
GPT teacher head0.230
Teacher spread0.220 · 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 designTheoretical or conceptual
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

Citations0
Published2024
Admission routes1
Has abstractyes

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