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Record W1989184927 · doi:10.1017/s0922156510000105

The Last Citadel! Can a State Claim the Status of Persistent Objector to Prevent the Application of a Rule of Customary International Law in Investor–State Arbitration?

2010· article· en· W1989184927 on OpenAlex
Patrick Dumberry

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueLeiden Journal of International Law · 2010
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsArbitrationTribunalState (computer science)LawCustomary international lawPolitical scienceField (mathematics)Law and economicsInternational lawSociologyPublic international lawComputer scienceMathematics

Abstract

fetched live from OpenAlex

Abstract Like all rules of customary international law, those existing in the field of international investment law are binding on all states. According to the theory of the persistent objector, however, a state is not bound by a rule if it objected to it in the early stages of its formation and continued to do so consistently thereafter. This paper analyses the different grounds of criticism that have been raised against the concept. We found that there is only very weak judicial recognition of the concept, that there is no actual state practice supporting it, and that it is logically incoherent. Specifically, this paper argues that the concept should not be successfully used in investor–state arbitration proceedings to prevent the application of a custom rule by an arbitral tribunal. This is essentially because of the great importance of the few custom rules existing in that field and the fact that they represent universally recognized values.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.821
Threshold uncertainty score0.794

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.237
Teacher spread0.228 · 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