Bibliographic record
Abstract
CONTENIDO\n\n\nPresentación\n\n\n\nInvestigación\n\n\n\n\nLa Integración Regional y las Negociaciones del ALCA\n\n\n Vacchino, Juan Mario \n\n\n\n\nLa construcción de una madeja institucional en las negociaciones del ALCA\n\n\n Yonis Lombano, Mirna J. \n\n\n\n\nEl ALCA y los Patrones de Comercio entre Estados Unidos y Venezuela\n\n Genua, Gladis \n \n\n\n\nVenezuela y su participación en el ALCA: opciones y desafíos\n\n Alvarez, Raquel; Briceño Ruiz, José; Bustamante, Marleny \n\n\n\n\nEl ALCA en la Perspectiva de Colombia\n\n Pulecio, Jorge R. \n\n\n\n\nLa Cuenca del Caribe frente al reto de la Integración Hemisférica. El caso de la maquila en México y República Dominicana\n\n Mathews, Dale T. \n\n\n\n\nLa Posición de México frente al Proyecto de Integración Energética Hemisférica del ALCA\n\n Arriaga Rodríguez, Juan Carlos \n\n\n\n\nMERCOSUR, ALCA y BRASIL: Una evaluación política sobre posibles estrategias de actuación diplomática\n\n de Almeida, Paulo Roberto \n\n\n\n\nAnalísis\n\n\n\n\nLas negociaciones del MERCOSUR en el marco del ALCA y con la UE\n\n Bouzas, Roberto; da Motta Veiga, Pedro \n \n\n\n\nAgenda\n\n\n\nDe las relaciones Colombo/Venezolanas (noviembre 2001/abril 2002)\n\n Pécora, Laura \n\n\n\n\nIndice acumulado\n\n\nReseñas\n\n\n\nQue las "rondas" no son buenas ... La OMC y la ronda de doha: ¿proteccionismo vs. desarrollo?\n Autora: Rosas, María Cristina\n Universidad Autónoma de México y La Secretaria permanente del Sistema Económico \n Latinoamericano. 2003 \n Reseñado por: Bustamante, Juan Carlos \n\n\n\nPublicaciones
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.512 | 0.320 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".