MétaCan
Menu
Back to cohort
Record W2943727878 · doi:10.7202/1058133ar

The Constitution of the Arbitral Tribunal

2019· article· en· W2943727878 on OpenAlexvenueaboutno aff
Pierre A. Gagnon

Bibliographic record

VenueRevue générale de droit · 2019
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsTribunalInternational economic lawConstitutionPolitical scienceLawInternational lawPerspective (graphical)Public international law

Abstract

fetched live from OpenAlex

In the course of a meeting held in La Malbaie (Québec, Canada) on August 5th to 7th, 1990, thirty european, north-american and african jurists and economists exchanged ideas on the evolution of international economic law. This first colloquium organised by the SDIE (Canada) in cooperation with the SDIE (France) covered historical, theorical, practical and ethical aspects of this sector of law which covers the organisation of trade and production, monetary and financial relations, international trade law, resources management and environmental protection. The present document reproduces the texts submitted by the speakers in their original language. The first two papers aim at giving a general perspective of the variables of International Economic Law. The following papers focus on specific areas of international economic law where changes are taking place.

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)0.008
metaresearch head score (Gemma)0.012
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: Other · Consensus signal: Other
Teacher disagreement score0.161
Threshold uncertainty score0.319

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.012
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0150.024
Scholarly communication0.0240.005
Open science0.0020.006
Research integrity0.0050.007
Insufficient payload (model declined to judge)0.0080.002

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 head0.009
GPT teacher head0.200
Teacher spread0.191 · 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
GenreOther

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
Published2019
Admission routes2
Has abstractyes

Explore more

Same venueRevue générale de droitSame topicInternational Arbitration and Investment LawFrench-language works237,207