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Record W4416952118 · doi:10.7202/1121445ar

Can the WTO Survive and Perhaps Even Thrive During the Second Trump Term? A Hopeful Opinion

2025· article· fr· W4416952118 on OpenAlexvenueno aff
Stephen Kho, Sarah Kirwin, Sally Laing

Bibliographic record

VenueRevue québécoise de droit international · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsnot available
Fundersnot available
KeywordsNegotiationWorld tradeSovereigntySubsidySettlement (finance)Free tradeFlexibility (engineering)Cornerstone

Abstract

fetched live from OpenAlex

The World Trade Organization (WTO), once a cornerstone of global trade, is now in serious longevity jeopardy, many exacerbated by the United States. Washington has imposed unilateral tariffs, withheld funding, and blocked Appellate Body appointments, leaving the dispute settlement system crippled. At the same time, multilateral negotiations have slowed to a trickle, as consensus among 166 sovereign Members has proven increasingly elusive. The very notion of trade as a “win-win” process is challenged, with Members exploiting exceptions in bad faith and treating trade as zero-sum. Yet, the article argues that the WTO can—and must—survive. To do so, it must demonstrate greater flexibility and pragmatism. Recent incremental achievements, like the Agreement on Trade Facilitation and the Fish Subsidies Agreement , show that progress, even if modest, is possible. The authors stress that clinging to mandatory consensus and the universal use of the most favored nation treatment prevents innovation. Alternatives such as plurilateral or sectoral “joint initiatives,” supported by the Secretariat, could allow willing members to move forward while others join later. Revitalizing dispute settlement is also critical. Some of the article’s proposals include faster timelines, limits on appeals, streamlined compliance proceedings, and a stronger appointment process to restore credibility. Ultimately, the central challenge is leadership: with the United States pulling back, the WTO needs new, diverse, and pragmatic leaders—whether among Members or within the Secretariat—to prioritize collective progress over narrow interests. Only then can the WTO move beyond paralysis and remain relevant in a changing world.

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)0.012
metaresearch head score (Gemma)0.022
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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.025
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.022
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0040.010
Scholarly communication0.0110.022
Open science0.0030.003
Research integrity0.0250.031
Insufficient payload (model declined to judge)0.0060.004

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 head0.250
Teacher spread0.242 · 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
GenreCommentary

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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueRevue québécoise de droit internationalSame topicWorld Trade Organization LawFrench-language works237,207