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Record W2620863593 · doi:10.1017/cyl.2016.17

Too Low a Threshold: <i>Bilcon v Canada</i> and the International Minimum Standard of Treatment

2016· article· en· W2620863593 on OpenAlexvenueaboutno aff
MICHAEL CARFAGNINI

Bibliographic record

VenueCanadian Yearbook of international Law/Annuaire canadien de droit international · 2016
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsDissenting opinionTribunalTreatyJurisprudenceContext (archaeology)Political scienceGovernment (linguistics)LawInternational lawInvestment (military)Customary international lawFree trade agreementLaw and economicsEconomicsInternational tradePublic international lawFree tradeHistoryPolitics

Abstract

fetched live from OpenAlex

Abstract Treaty obligations to afford foreign investors a minimum standard of treatment (MST) and/or fair and equitable treatment (FET) are hallmarks of international investment law. However, the relationship between such treaty-based obligations and customary international law has been the subject of considerable debate. In the North American Free Trade Agreement (NAFTA) context, the majority tribunal decision and dissenting opinion in Clayton and Bilcon of Delaware Inc. v Government of Canada (Bilcon) reflect ongoing disagreement regarding the threshold for breach of the MST under NAFTA Article 1105. This article charts NAFTA investment tribunals’ decisions regarding FET claims under Article 1105 and the development of the customary international MST on which that provision is based, in particular, the prohibition on arbitrary treatment. It argues that the majority in Bilcon applied an inappropriately low threshold in finding a breach of Article 1105, which could represent a new and unwelcome direction in NAFTA Chapter 11 jurisprudence.

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)0.011
metaresearch head score (Gemma)0.030
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 score0.090
Threshold uncertainty score0.656

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.030
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0140.011
Scholarly communication0.0180.004
Open science0.0040.003
Research integrity0.0110.014
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 head0.006
GPT teacher head0.185
Teacher spread0.180 · 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 routes2
Has abstractyes

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Same venueCanadian Yearbook of international Law/Annuaire canadien de droit internationalSame topicInternational Arbitration and Investment LawFrench-language works237,207