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Record W79280821 · doi:10.3998/mpub.17333

Taking Trade to the Streets

2001· book· en· W79280821 on OpenAlexaboutno aff
Susan Ariel Aaronson

Bibliographic record

VenueUniversity of Michigan Press eBooks · 2001
Typebook
Languageen
FieldDecision Sciences
TopicResearch, Science, and Academia
Canadian institutionsnot available
Fundersnot available
KeywordsProtectionismFree tradeInternational tradeGlobalizationTrade barrierGovernment (linguistics)Economic integrationLiberalizationFair tradeCommercial policyTrade agreementInternational trade lawPolitical scienceGeneral Agreement on Trade in ServicesEconomicsInternational economicsPolitical economyLaw

Abstract

fetched live from OpenAlex

In the wake of civil protest in Seattle during the 1999 World Trade Organization meeting, many issues raised by globalization and increasingly free trade have been in the forefront of the news. But these issues are not necessarily new. Taking Trade to the Streets describes how so many individuals and nongovernmental organizations came over time to see trade agreements as threatening national systems of social and environmental regulations. Using the United States as a case study, Susan Ariel Aaronson examines the history of trade agreement critics, focusing particular attention on NAFTA (the North American Free Trade Agreement between Canada, Mexico, and the United States) and the Tokyo and Uruguay Rounds of trade liberalization under the GATT. She also considers the question of whether such trade agreement critics are truly protectionist. The book explores how trade agreement critics built a fluid global movement to redefine the terms of trade agreements (the international system of rules governing trade) and to redefine how citizens talk about trade. (The "terms of trade" is a relationship between the prices of exports and of imports.) That movement, which has been growing since the 1980s, transcends borders as well as longstanding views about the role of government in the economy. While many trade agreement critics on the left say they want government policies to make markets more equitable, they find themselves allied with activists on the right who want to reduce the role of government in the economy. Aaronson highlights three hot-button social issues--food safety, the environment, and labor standards--to illustrate how conflicts arise between trade and other types of regulation. And finally she calls for a careful evaluation of the terms of trade from which an honest debate over regulating the global economy might emerge. Ultimately, this book links the history of trade policy to the history of social regulation. It is a social, political, and economic history that will be of interest to policymakers and students of history, economics, political science, government, trade, sociology, and international affairs. Susan Ariel Aaronson is Senior Fellow at the National Policy Institute and occasional commentator on National Public Radio's "Morning Edition."

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)0.002
metaresearch head score (Gemma)0.005
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: Other · Consensus signal: Other
Teacher disagreement score0.018
Threshold uncertainty score0.062

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0140.010
Scholarly communication0.0160.013
Open science0.0010.006
Research integrity0.0080.011
Insufficient payload (model declined to judge)0.0180.004

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 head0.156
GPT teacher head0.342
Teacher spread0.186 · 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
GenreOther

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

Citations82
Published2001
Admission routes1
Has abstractyes

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