MétaCan
Menu
Back to cohort
Record W3202533533 · doi:10.21827/grojil.9.1.195-211

Multilateral Investment Court – a Cure for Investor-State Disputes Under Extra-EU International Investment Agreements?

2021· article· en· W3202533533 on OpenAlexaff
Agata Zwolankiewicz

Bibliographic record

VenueGroningen Journal of International Law · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsInvestment (military)Investor-state dispute settlementSettlement (finance)Dispute resolutionPrismInternational investmentState (computer science)International tradeBusinessDispute mechanismInternational lawInternational economic lawLaw and economicsLawEconomicsInternational economicsForeign direct investmentAlternative dispute resolutionPolitical scienceFinancePublic international lawPolitics

Abstract

fetched live from OpenAlex

Both branches of international economic law – international investment and trade law are currently in crisis. Many reforms have been proposed to cure the shortcomings of their dispute resolution mechanisms. Distinctive though they are, it seems that the newest EU’s proposal to establish the Multilateral Investment Court is heavily inspired by the dispute settlement system which exists in the World Trade Organization. The new system has been introduced to replace the investor-State dispute settlement mechanism existing in most investment treaties. In this article, the author assesses the objectives of the reform through the prism of successes and failures of the WTO dispute settlement system.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.903
Threshold uncertainty score1.000

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 studies0.0000.000
Scholarly communication0.0010.002
Open science0.0010.000
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 head0.025
GPT teacher head0.256
Teacher spread0.231 · 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.

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

Citations1
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueGroningen Journal of International LawSame topicInternational Arbitration and Investment LawFrench-language works237,207