NAFTA'S Second Decade: Assessing Opportunities in the Mexican and Canadian Markets
Bibliographic record
Abstract
Introduction I. THE DISCREET CHARM OF NAFTA 1. An Overview of the Establishment of the North American Free Trade Agreement in 1994 2. Mexico After Nafta: A Market Economy Flourishes - As Does Ambivalence Towards Paternalism 3. Canada in Nafta's Second Decade: Aggressively Pursuing Mexican Opportunities II. MARKET OPPORTUNITIES IN NAFTA's SECOND DECADE 4. The Infrastructure of North America 5. The Integration of Financial Services 6. The Energy to Power Continent 7. An Opportunity to Educate a Continent 8. The Business of Environmentalism III. INTEGRATING THE POLITICAL ECONOMIES OF NORTH AMERICA 9. The Persistent Appeal of Paternalism 10. Dispute Resolution Strategies for Greater Economic Efficiencies 11. Understanding the Origins and Role of Corruption 12. Drug Trafficking: An Irrational Prohibition Conclusion
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.011 | 0.019 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".