Critical Dimensions of Mexico—US Migration under the Aegis of Neoliberalism and NAFTA
Bibliographic record
Abstract
The main objective of this article is to offer a critical overview of the present nature of Mexico—us migration, taking into account the broad and intricate spectrum of labour relations that has arisen among both nations in the context of the new forms of domination characterizing us imperialism. The article's primary interest lies in penetrating the content and scope of this phenomenon in an attempt to reveal the strategic role played by the exportation of Mexican labour in the process of us industrial restructuring, both within and beyond its borders. For this purpose, five critical dimensions of the phenomenon are analysed: (1) the true face of the economic integration process between Mexico and the United States under the aegis of neoliberalism; (2) the new dynamics of Mexico—us migration; (3) the particular dialectic between Mexico's export-led growth model and the migration process; (4) the economic and geopolitical implications of the bilateral agenda on migration issues; and (5) the responses and alternative approaches that have emerged from the rank and file of the migrant community itself.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.013 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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".