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Record W4246964126 · doi:10.54648/joia2021006

<i>Rand Investments v. Republic of Serbia</i>: Transparency and the Limits of Consent

2021· article· en· W4246964126 on OpenAlexaboutno aff
Arpan Banerjee, Ashwin Murthy

Bibliographic record

VenueJournal of International Arbitration · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsTransparency (behavior)Dissenting opinionArbitrationLawPolitical scienceTreatyTribunalDutyBilateral investment treatyRespondentLaw and economicsBusinessEconomicsForeign direct investmentInternational investment

Abstract

fetched live from OpenAlex

International investment law has consistently grappled with the issue of transparency. While the need for increased transparency in the practice of investment tribunals is generally recognized in principle, in practice the application of transparency norms often raises contentious issues. One common issue is the appropriateness of transparent proceedings where the Bilateral Investment Treaty (BIT) governing the dispute is silent on the matter. A further, more vexed question arises when claimants proceed under multiple BITs with disparate transparency obligations. This situation arose in Rand Investments v. Republic of Serbia, where the claimants instituted an arbitration under both the Canada-Serbia and the Cyprus- Serbia BITs. Noting that the Cyprus-Serbia BIT was silent on the question of transparency, the Majority held that the transparency provisions of the Canada-Serbia BIT could be applied to the entire arbitration on grounds of procedural efficiency. However, the respondent’s arbitrator dissented, finding that the Majority’s approach violated Serbia’s consent and sovereignty. Upon examining the dichotomous approaches adopted by the Majority and the Dissenting Arbitrator, this case comment offers an insight into the potential implications of the case on future investment arbitrations involving multiple BITs with disparate transparency obligations. investment arbitration, dissenting opinion, transparency, Lotus principle, Effet Utile, procedural efficiency, Eurogas v Slovakia, duty of arbitrator, state consent, residual powers of the tribunal, confidentiality.

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 score0.101
Threshold uncertainty score0.200

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.010
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0090.007
Scholarly communication0.0130.003
Open science0.0020.003
Research integrity0.0160.014
Insufficient payload (model declined to judge)0.0040.001

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 head0.032
GPT teacher head0.257
Teacher spread0.226 · 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
Published2021
Admission routes1
Has abstractyes

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Same venueJournal of International ArbitrationSame topicInternational Arbitration and Investment LawFrench-language works237,207