The Growing Presence of Canadian Mining Companies in Mexico and the Dominance of Mexican Business Groups
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 article examines the changes in the Mexican mining sector over the past 20 years resulting from the implementation of more than 19 economic agreements endorsed by the Mexican government. The analysis highlights how the protection that these instruments have provided to the movement of North American capital has facilitated the positioning of Canadian mining companies through direct investment or co‐investment projects with Mexican and foreign companies. Unlike in other Latin American countries with an important extractive industry and a clear dominance of foreign investment, since 1994, Mexican and Canadian capitals have been relatively complementary, although Mexican mining companies continue to dominate the mining industry. Finally, the article examines the 2013 constitutional energy reform and its effects on the mining activity.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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