The Political Economy of Transnational Power and Production
Bibliographic record
Abstract
The Political Economy of Transnational Power and Production: Mexico's Metamorphosis 1982-2022 How and why Mexico’s socioeconomic structure was transformed through plutocratic preferences, US corporate strategies, and ideology—all powering transnational processes of neoliberalization—are issues examined in this comprehensive, carefully documented publication covering four crucial decades of metamorphosis. The causes and consequences of the creation of a new, regional power bloc—the North American Free Trade Agreement (NAFTA)—are extensively examined. Readers will benefit from the many important demystifications presented here, chronicling the asymmetric Mexico-US production system. The impacts of the new transnational structure for labor on both sides of the border are matters of centrality. Specialists and general readers alike will find an explicit and accessible account of the powerful forces opening access to and profiting from millions of low-wage workers enabling Mexico to become a strategic source of US imports. Portrayed by mainstream economists and major policy makers as a "win-win" triumph of "free trade" theory, this book documents the opposing reality imposed by NAFTA and the US-Mexico-Canada Free Trade Agreement on both the US and Mexican working classes. US economists foretold a dramatic narrowing of the income gap—the US would benefit; Mexico would benefit even more. But instead, the yawning gap increased for three decades, bringing devastation for workers while debilitating Mexico’s national industrial base.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.006 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".