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Record W3195264001 · doi:10.1093/arbint/aiab015

Arbitration, the World Trade Organization, and the Creation of a Multilateral Investment Court

2021· article· en· W3195264001 on OpenAlexaff
Andrea K. Bjorklund

Bibliographic record

VenueArbitration International · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsMcGill University
Fundersnot available
KeywordsArbitrationTreatyLawCompulsory arbitrationEuropean unionTribunalInternational trade lawCommissionInvestment (military)Political scienceInternational tradeEconomicsPolitics

Abstract

fetched live from OpenAlex

Abstract The proliferation of international tribunals has reached the investment sphere. The European Union and its treaty partners have included an investment court system in the four individual investment agreements they have negotiated since the European Union took competence over foreign direct investment with the passage of the Lisbon Treaty. The United Nations Commission on International Trade Law (UNCITRAL), with the European Commission’s encouragement, is considering reform of investor-state arbitration with the front runner for reform the establishment of a multilateral investment court. Yet trade and investment law seem to be an oddly inverse relationship when it comes to preferred modes of dispute settlement. In the trade law realm, the survival of the ‘crown jewel’ of the World Trade Organisation (WTO)—its Dispute Settlement Body is uncertain. The appellate body has recently come in for special opprobrium. Arbitration is one of the suggested alternatives should existing dispute settlement procedures cease to function. Thus, in the investment law sphere, arbitration is apparently more and more disfavoured, and the preferred alternative is some kind of standing body with the pièce de résistance—an appellate body—at its apex. Why are these two regimes asynchronous? I hypothesize that states favour judicialization of disputes in the abstract but have reservations once judicialization becomes more concrete. Judicial or quasi-judicial decisions are hard for individual states to ignore or discredit, yet states have difficulty organizing multilateral responses to decisions they dislike.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient 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 score0.844
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
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.010
GPT teacher head0.227
Teacher spread0.217 · 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

Citations4
Published2021
Admission routes1
Has abstractyes

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