MétaCan
Menu
Back to cohort
Record W2341052127

Contribution de l’Accord économique et commercial entre le Canada et l’Union européenne (AECG) au débat sur la contestation de l’arbitrage investisseur État

2016· article· fr· W2341052127 on OpenAlexaffvenueabout
Hervé Prince Agbodjan

Bibliographic record

VenueLex Electronica · 2016
Typearticle
Languagefr
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsPolitical scienceHumanitiesArbitrageArtEconomics
DOInot available

Abstract

fetched live from OpenAlex

Malgre les contestations de plus en plus vives de l’arbitrage investisseur Etat dans le cadre de relations economiques entre des Etats dits developpes, les parties a l’AECG ont choisi de conserver ce mode prive de reglement des differends et cela en a intrigue et decu plus d’un observateur. Pourtant, l’auteur de cet article opine que le rejet en bloc de ce mecanisme releve davantage d’opinions essentiellement politiques compte tenu des avancees substantielles operees par le chapitre de l’AECG portant sur les investissements etrangers. Axe sur la transparence et la confiance reciproque, le mecanisme d’arbitrage investisseur Etat tel que concu dans l’AECG tente avec un certain succes le pari difficile de l’equilibre entre preservation des interets nationaux et securisation des investissements etrangers. Mieux, l’auteur considere que les innovations introduites par ce mecanisme tant sur le plan procedural que sur le plan du droit substantiel devraient servir de cadre de reference pour les negociations futures notamment celles du Partenariat transatlantique de commerce et d’investissement en cours entre l’Union europeenne et les Etats-Unis (TTIP).

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)0.006
metaresearch head score (Gemma)0.010
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 score0.297
Threshold uncertainty score0.597

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.002
Science and technology studies0.0100.012
Scholarly communication0.0150.004
Open science0.0010.004
Research integrity0.0060.007
Insufficient payload (model declined to judge)0.0070.000

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 head0.011
GPT teacher head0.219
Teacher spread0.208 · 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
Published2016
Admission routes3
Has abstractyes

Explore more

Same venueLex ElectronicaSame topicInternational Arbitration and Investment LawFrench-language works237,207