NAFTA: Implications for Mexican and Midwestern 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
The North American Free Trade Agreement (NAFTA) is a success story of economic integration between Mexico, the United States, and Canada. Economic integration was on its way before the Agreement, but it received a significant boost when NAFTA went into effect in 1994. Relative to the rest of the world, merchandise trade among the three countries has intensified and is growing at a rate of about 10 to 12 percent a year. With respect to agriculture, Mexico exports fruits and vegetables, coffee, live cattle, and textiles, among other things, to the United States. The United States exports grains and feed (90 percent of Mexican imports), soybeans and soybean products, meat, cotton, yarn, and textiles to Mexico. Tariffs have disappeared or have been decreasing between Mexico and the United States (there is no tariff, for example, on Mexican imports of U.S. and Canadian non-breeding cattle and beef).
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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