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Record W7036635808

Canadian Acceptance of International Commercial Arbitration

2024· article· en· W7036635808 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2024
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicSubterranean biodiversity and taxonomy
Canadian institutionsnot available
Fundersnot available
KeywordsArbitrationLegislationEnforcementInternational arbitrationConventionPosition (finance)LegislatureCompulsory arbitration
DOInot available

Abstract

fetched live from OpenAlex

A few years ago it would have been impossible to speak of Canadian "acceptance" of international commercial arbitration. Canada had not adhered to any international convention on arbitration, and Canadian legislation did not specifically regulate arbitration in commercial dealings or when it involved some non-national element. There was no federal enactment on the subject. Canadian provincial legislation, whether the civil law of Quebec or the common law of the rest of Canada, had not greatly evolved from the 19th century position expressed in legislation based upon the legal traditions of France and the United Kingdom of the same period. No more than a handful of judicial decisions had been rendered in Canadian courts involving the enforcement of foreign arbitral awards. There was little doctrinal writing on the topic. Institutional structures designed to assist in the implementation of arbitration agreements were no more than local organizations whose primary concern was domestic arbitration within local communities or specialized trade associations. Canada has recently gone through a remarkable transformation on all of these fronts. Since 1986 its position has evolved to the point where it is, indeed, appropriate to speak of a Canadian acceptance of international commercial arbitration. There have been dramatic developments in the legislative ordering of arbitration. New institutional facilities have been set up to accommodate the specific needs of those implicated in the organization of international arbitrations involving commercial interests. The topic, moreover, is one now claiming the fresh attention of members of the Canadian legal community. All of these developments are of interest to those generally concerned with the evolution of Canada's international trade law. They may also be of particular interest to those who are exploring the legal implications for the private sector of the bilateral free trade agreement between Canada and the United States. While the renewal of the Canadian position on international commercial arbitration has not been directly linked to the movement in promotion of free trade, it is only natural to enquire whether these developments in the law of arbitration may assist in the resolution of disputes arising between the commercial interests in the private sector on both sides of the border that will receive new impetus if the Free Trade Agreement is implemented in both countries. This study will therefore summarize the new legislative framework that has been put in place in Canada with respect to international commercial arbitration (Part II) and draw attention to the existence of newly formed institutional facilities designed to accommodate the organization of international arbitrations (Part III). Some concluding reflections are devoted to the specific considerations that are prompted by the possibility of using arbitration as a mode of dispute resolution within the context of Canada-U.S. trade in the private sector (Part IV).

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)0.007
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.108
Threshold uncertainty score0.781

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.019
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0180.006
Scholarly communication0.0130.002
Open science0.0020.005
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.0210.002

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 head0.216
Teacher spread0.190 · 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 designNot applicable
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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