Bibliographic record
Abstract
Abstract Canada is Mexico’s third largest trading partner in terms of the overall bilateral trade, and both countries have become strategic allies during the North American Free Trade Agreement (NAFTA) era, between 1994 and 2020. Canada, Mexico, and the United States have been members of the NAFTA since 1994. For both Canada and Mexico, the United States is their first trading partner, in terms of exports, imports, and foreign direct investment. NAFTA has paved the way for economic integration between Canada and Mexico during the period of this agreement. It is significant to highlight the notable expansion of Mexico’s exports to Canada, but also of Canada’s investment in Mexico. From a subnational perspective, the provinces of Ontario, Quebec, British Columbia, and Alberta are among Mexico’s most important trading partners. Economic relations between Mexico and Canada has also facilitated international cooperation from subnational governments and important interchanges in education, science, culture, and environment. Quebec is the only Canadian province with a general delegation in Mexico and representations in several subnational states. The Canadian province of Saskatchewan has established important agreements in education with government agencies and universities in Mexico. Relations between Mexico and Canada have strengthened during the NAFTA era. Not only central governments but also subnational governments define the characteristics and dynamics of this relation.
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How this classification was reachedexpand
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 teacher head, 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".