NAFTA at 20: North America's Free-Trade Area and Its Impact on Agriculture
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
This report examines the integration of North America’s agricultural and food markets as a result of the North American Free Trade Agreement (NAFTA), implemented in 1994. NAFTA has had a profound effect on many aspects of North American agriculture over the past two decades. With a few exceptions, intraregional agricultural trade is now completely free of tariff and quota restrictions, and the agricultural sectors of the member countries—Canada, Mexico, and the United States—have become far more integrated, as is evidenced by rising trade in a wider range of agricultural products, substantial levels of cross-border investment, and important changes in consumption and production. The report also examines recent disputes among its constituents and identifies opportunities for further reforms of mutual benefit to the member coun tries, with particular attention devoted to the NAFTA governments’ efforts to seek deeper regional integration through such means as regulatory cooperation and modifying the agreement’s rules of origin and broader access to markets in other parts of the world through the negotiation of additional free-trade agreements.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.003 |
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