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Record W4244513941 · doi:10.3138/utlj.2017-0088

The law of strangers: The form and substance of other-regarding international adjudication

2018· article· en· W4244513941 on OpenAlexvenueno aff
Sivan Shlomo Agon, Eyāl Benveniśtî

Bibliographic record

VenueUniversity of Toronto Law Journal · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsnot available
Fundersnot available
KeywordsAdjudicationAccountabilityPolitical scienceSovereigntyGlobalizationLawJurisprudenceSettlement (finance)International lawCorporate governanceLaw and economicsSociologyBusinessPolitics

Abstract

fetched live from OpenAlex

The ever-intensifying trends of global interdependence have created a complex reality in which decisions of sovereign states, like those of international courts, radiate far beyond their traditional confines, affecting the interests of a range of strangers (third states, individuals, corporations, and others), without being politically accountable to them. Could and should international courts narrow these accountability gaps by insisting that states take the interests of disregarded strangers into account and by opening the courts’ own doors to the strangers affected by their judgments? In this article, we analyze the judicial commitment to bridge these accountability gaps toward globally affected others by (a) ratcheting up the substantive and procedural duties that states owe to strangers affected by their national policies and (b) by facilitating the consideration and voice of affected strangers in the adjudication process itself. In analyzing these two other-regarding judicial responses, we focus on one pivotal site of global judicial governance, the World Trade Organization dispute settlement system (WTO DSS). Based on a close analysis of the rich WTO jurisprudence, the article shows that since its inception in 1995, other-regarding considerations have played a significant role in the WTO DSS operation. This WTO’s adjudicative philosophy of regard for others, the article argues, demonstrates an evolving judicial sensitivity to the challenges of accountability and voice generated by globalization at the national and international levels.

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)0.022
metaresearch head score (Gemma)0.039
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.047
Threshold uncertainty score0.116

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.039
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0120.086
Scholarly communication0.0200.010
Open science0.0020.009
Research integrity0.0070.009
Insufficient payload (model declined to judge)0.0030.000

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 head0.011
GPT teacher head0.237
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 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

Citations2
Published2018
Admission routes1
Has abstractyes

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Same venueUniversity of Toronto Law JournalSame topicWorld Trade Organization LawFrench-language works237,207