¨El hegemonismo de la administración de Donald Trump: un golpe al multilateralismo¨
Bibliographic record
Abstract
En el marco de la concepción chovinista y antiglobalizadora “America first”, Donald Trump avanza con la imposición de un modelo de tratados bilaterales donde prevalecen los intereses propios de EEUU. Washington desbarata los acuerdos internacionales y, con ello, el multilateralismo económico tejido pacientemente por las organizaciones intergubernamentales desde el fin de la Segunda Guerra Mundial. En virtud del tamaño de la economía estadounidense y de su fuerte integración en Norteamérica, si es el primer eslabón que se rompe, acabará afectando al resto del sistema internacional, con consecuencias irreversibles para el mismo, tales como la caída de la actividad económica, el aumento de los precios y el empobrecimiento. Por consiguiente, es fundamental mantener un entorno de acuerdos multilaterales entre las principales economías del mundo y así crear un orden internacional estable que disminuya las relaciones de poder, ponga freno a la carrera armamentista y elimine los conflictos internacionales.
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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 | 0.002 | 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 | 0.007 | 0.012 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.006 | 0.006 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".