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Record W2609054590 · doi:10.31228/osf.io/9djt2

Comity and International Courts and Tribunals

2018· article· en· W2609054590 on OpenAlexaff
Thomas Schultz, Niccolò Ridi

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsCentre for International Governance Innovation
Fundersnot available
KeywordsComityAdjudicationInternational lawLawInternational courtContext (archaeology)Law and economicsPolitical scienceSettlement (finance)JurisdictionPublic international lawSociologyEconomics

Abstract

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Cornell International Law Journal: Vol. 50 : No. 3 , Article 5.This study seeks to clarify the importance, current and potential, of the use of comity by international courts and tribunals. Our findings support the idea that comity might be an emerging principle of procedural law, though agreement on its exact meaning— or unequivocal choices among its many connotations— still tends to be uncommon. We submit that, as long as other solutions are not in place, the principle can be successfully employed to assist international courts and tribunals in mediating jurisdictional conflicts between themselves by balancing coordination efforts and the demands of justice in the individual cases.Comity may serve as a meta-principle of coordination between international judicial bodies, to be employed in the pursuit of the common interest to an efficient and fair system of international dispute settlement. There are strong reasons militating in favour of this proposition: international tribunals, by and large, possess the powers necessary to exercise it; international judges and arbitrators know how to use it; and its long history of applications at the domestic level suggests that it can be employed successfully for a variety of purposes.We also submit the hunch that comity may most likely be employed as a central principle for further aspects of the coordination of international adjudication, for instance informing the sound use of analogical reasoning and precedent-borrowing process. Further study will be required to assess the potential of comity in this context. We have, so far, restricted ourselves to a simpler and more crucial task, seeking to resituate the principle of comity as one on which to rely for the resolution of different types of conflicts between international jurisdictions, and to question the traditional assumption that it is just an unhelpful complication: its history and rediscovery suggest otherwise.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.898
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.024
GPT teacher head0.252
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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
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

Citations16
Published2018
Admission routes1
Has abstractyes

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