MétaCan
Menu
Back to cohort
Record W2904146069 · doi:10.54648/eerr2018036

Multilevel Constitutional Review and EU External Treaty Making After Opinion 2/15

2018· article· en· W2904146069 on OpenAlexaboutno aff
Geert Van Calster, Andreas Schöpgens

Bibliographic record

VenueEuropean Foreign Affairs Review · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean and International Law Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceConstitutionalityEuropean unionTreatyMember stateConstitutional courtInvestor-state dispute settlementAdjudicationLaw and economicsLawInternational tradeEconomicsMember statesSupreme courtForeign direct investmentInternational investmentConstitution

Abstract

fetched live from OpenAlex

Regional free trade agreements (FTAs), such as the EU-Singapore (EUSFTA) or the EU-Canada Comprehensive Economic and Trade Agreement (CETA), foresee judicial mechanisms for investor state dispute settlement (ISDS). The EU Treaties (TEU and TFEU) remain silent on the competence nature of external institution-building. It is no surprise therefore that ISDS causes inter-institutional disputes. Constitutionality reviews at national and EU level are challenged by ISDS institution-building. Examples are the German constitutional court’s 2016 decisions on CETA and its investment court system (ICS), and the Court of Justice of the European Union’s (CJEU) Opinion 2/15 on the EU-Singapore agreement. This article looks both at the national and supranational constitutional courts of a multilevel composite adjudication system of relevance to EU external relations, with a particular focus on ISDS. After some general considerations on Member State courts’ influences on EU external activities, the article compares the double-layered (competence and substance) review-approaches at both levels, to then analyse the recent application of these approaches to the Singapore agreement and CETA. The aim is to show that in external relations, as elsewhere, the EU depends on system-internal cooperation between its constitutional courts. As this is particularly important for institution-building, the article will also point to some legal uncertainties which these courts generate for ISDS.

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)0.019
metaresearch head score (Gemma)0.026
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 score0.019
Threshold uncertainty score0.102

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.026
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0030.006
Scholarly communication0.0110.004
Open science0.0010.003
Research integrity0.0080.005
Insufficient payload (model declined to judge)0.0070.001

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 head0.049
GPT teacher head0.341
Teacher spread0.292 · 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

Citations1
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueEuropean Foreign Affairs ReviewSame topicEuropean and International Law StudiesFrench-language works237,207