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Record W3124939092 · doi:10.29173/alr216

Global Governance: The World Trade Organization’s Contribution

2009· article· en· W3124939092 on OpenAlexvenueno aff
Andrew D. Mitchell, Elizabeth Sheargold

Bibliographic record

VenueAlberta Law Review · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsnot available
Fundersnot available
KeywordsDemocracyAdministrative lawLegitimacyAccountabilityBureaucracyCorporate governanceObligationGlobal governancePolitical scienceLaw and economicsLawMunicipal lawScope (computer science)Democratic legitimacyComparative lawEconomicsPolitics

Abstract

fetched live from OpenAlex

Democracy and administrative law concern ideas of governance, legitimacy, and accountability. With the growth of bureaucracy and regulation, many democratic theorists would argue that administrative law mechanisms are essential to achieving democratic objectives. This article considers the World Trade Organization’s (WTO) contribution to governance both in terms of global administrative law and democracy. In relation to administrative law, it first explores the extent to which the WTO’s own dispute settlement process contributes to this area. Second, it considers the operation of administrative law principles embedded within the WTO Agreements on Members. For example, the WTO Agreements require that certain laws be administered “in a uniform, impartial and reasonable manner.” This obligation was recently considered by the Appellate Body, but uncertainty remains about the scope this provision has to permit WTO panels to review domestic administrative practices. In relation to the WTO’s contribution to democracy, this article first considers the challenges and limitations of the current system of decision making within the WTO and compares it to democratic theory. Second, it examines how democracies comply with the findings of WTO dispute settlement tribunals and how compliance could be improved. It concludes by speculating on the implications of this discussion for public international law more broadly.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.953
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.008
GPT teacher head0.284
Teacher spread0.276 · 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 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

Citations7
Published2009
Admission routes1
Has abstractyes

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