Las políticas exteriores de Estados Unidos, Canadá y México en el umbral del siglo XXI
Bibliographic record
Abstract
El diseno de las politicas exteriores de los paises de America del Norte ha tenido que replantearse al comenzar el nuevo siglo. La hegemonia de Estados Unidos se enfrenta a la disyuntiva de actuar solo o bajo esquemas de cooperacion multilateral en asuntos de seguridad nacional y en regimenes internacionales; o la diplomacia economica de ese pais, que deja de lado un modelo de desarrollo sustentable que tenga en cuenta a toda la region. A partir del concepto de seguridad humana desarrollado por Canada, se abordan las perspectivas de la politica exterior canadiense y su desempeno en los organismos internacionales. Por su parte, Mexico se muestra en la redefinicion de su politica exterior, en particular frente a los fenomenos de la globalizacion y a partir de la firma de otros acuerdos comerciales internacionales ademas del TLCAN.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.009 | 0.005 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".