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Record W1498047094 · doi:10.54648/joia2010018

Peeking Through the Form of Uniform Law: International Arbitration Practice and Legal Harmonization

2010· article· en· W1498047094 on OpenAlexaffabout
Fabien Gélinas

Bibliographic record

VenueJournal of International Arbitration · 2010
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsMcGill University
Fundersnot available
KeywordsArbitrationHarmonizationLawPolitical scienceContext (archaeology)Subject (documents)PraxisLegal practiceInternational arbitrationGeographyComputer science

Abstract

fetched live from OpenAlex

When judged by the sheer amount of scholarly literature to which it has given rise, uniform law, taken broadly here to include all forms of interjurisdictional legal harmonization, is a vast subject. To a significant extent, however, this fascinating subject presents but an academic interest. That is because efforts toward legal harmonization and the incorporation of uniform law have remained in vain in many areas. Not so in respect of arbitration, the practice of which has seen spectacular growth in the context of international trade and commerce over the past twenty-five years. This article looks at the incorporation of uniform arbitration law both in its formal and informal manifestations. An overview of incorporation through procedural and substantive instruments is first provided with reference to Canadian arbitration laws. Drawing insights from a multidisciplinary look at the concept of “praxis” and the teachings of Lon Fuller, the article then looks at the status of arbitration practice vis-à-vis arbitration law and its incorporation, emphasizing the respective roles of experts and courts.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.881
Threshold uncertainty score0.620

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.009
Open science0.0000.000
Research integrity0.0000.000
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 head0.013
GPT teacher head0.257
Teacher spread0.244 · 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.

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

Citations1
Published2010
Admission routes2
Has abstractyes

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