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First WTO Judicial Review of Climate Change Subsidy Issues

2013· article· en· W1499706494 on OpenAlexaboutno aff
Sherzod Shadikhodjaev

Bibliographic record

VenueAmerican Journal of International Law · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsnot available
Fundersnot available
KeywordsSubsidyTariffNegotiationInternational tradeEconomicsPublic economicsClimate changePolitical scienceBusinessInternational economicsLaw

Abstract

fetched live from OpenAlex

On May 6, 2013, in the combined reports Canada—Certain Measures Affecting the Renewable Energy Generation Sector and Canada—Measures Relating to the Feed-in Tariff Program (Canada—Renewable Energy/Feed-in Tariff), the Appellate Body of the World Trade Organization (WTO) upheld some key conclusions of a decision of the WTO’s dispute settlement panel (the panel), finding Ontario’s feed-in tariff (FIT) program in violation of certain of Canada’s WTO obligations. The FIT program permits qualified Ontario-based renewable energy producers to enter into long-term fixed-price electricity purchase contracts at premium rates in exchange for feeding into the grid. Japan and the European Union had challenged the program on two grounds: first, that conditioning FIT program eligibility on the use of locally produced materials discriminates against foreign goods, contrary to “national treatment” obligations; and, second, that it constitutes an unlawful subsidy (the provision of a financial contribution by the government that confers a benefit on a specific recipient), contrary to WTO requirements under the Subsidies and Countervailing Measures (SCM) Agreement. While affirming the panel’s decision on the first ground, the Appellate Body reversed its finding on the second, that the complainants had failed to establish a FIT-based “benefit” for electricity producers within the meaning of WTO law. But the Appellate Body itself could not eventually confirm the fact of illegal subsidization.

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)0.019
metaresearch head score (Gemma)0.034
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.149
Threshold uncertainty score0.296

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.034
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0040.004
Science and technology studies0.0100.006
Scholarly communication0.0100.004
Open science0.0040.004
Research integrity0.0220.023
Insufficient payload (model declined to judge)0.0060.002

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 head0.016
GPT teacher head0.315
Teacher spread0.299 · 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

Citations1
Published2013
Admission routes1
Has abstractyes

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Same venueAmerican Journal of International LawSame topicWorld Trade Organization LawFrench-language works237,207