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Record W3105116330

Investment Arbitration As Constitutional Law: Constitutional Analogies, Linkages, and Absences

2018· article· en· W3105116330 on OpenAlexaff
David Schneiderman

Bibliographic record

VenueSSRN Electronic Journal · 2018
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsArbitrationLegitimacyPolitical scienceLawConstitutionLaw and economicsCompulsory arbitrationConstitutional lawConstitutional economicsConstitutional theoryEconomicsPolitics
DOInot available

Abstract

fetched live from OpenAlex

This chapter examines analogies and linkages between investment arbitration and judicial review under national constitutions. The implications of constitutional analogizing are examined from both a functional and normative point of view. In the first part, two modes of constitutional analogizing are identified. ‘Project’ and ‘critical’ modes are offered as heuristics for understanding the constitution-like functions performed by investment arbitrators in the course of interpreting substantive treaty protections. Adopting a critical mode reveals numerous problems that investment arbitration chooses to remain silent about, including a version of the separation of powers that is difficult to defend from a constitutional angle. The second part evaluates the performance of investment arbitrators in a few instances where tribunals have directly engaged with national constitutional law in the course of issuing reasons. The focus in on how tribunals handle interpretation of constitutional texts and high court rulings as law applicable or relevant to an investment dispute. These exercises in constitutional engagement, it is argued, turn out to be less than satisfactory. Finally, in the last part, a significant defect in constitutional analogizing is confronted: that the ‘people’ are absent from its account. The suggestion that international courts, and investment arbitration in particular, serve as constituent authority in the absence of a polity is examined and critically assessed. The chapter concludes by arguing that investment arbitration will continue to be of doubtful legitimacy so long as investment arbitration is characterized as performing constitution-like functions.

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)0.010
metaresearch head score (Gemma)0.027
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 score0.015
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.027
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0040.040
Scholarly communication0.0150.026
Open science0.0020.008
Research integrity0.0030.008
Insufficient payload (model declined to judge)0.0090.000

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 head0.014
GPT teacher head0.240
Teacher spread0.225 · 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

Citations12
Published2018
Admission routes1
Has abstractyes

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Same venueSSRN Electronic JournalSame topicInternational Arbitration and Investment LawFrench-language works237,207