Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.006 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it