Perfil de importaciones de Canadá desde Colombia
Bibliographic record
Abstract
El trabajo de perfil de importaciones de Canada desde Colombia fue un trabajo realizado con el objetivo de ser una guia para los empresarios tanto canadienses como colombianos para tener una idea clara de los principales productos importados y exportados de estos dos paises, asi mismo de los proveedores mas importantes de cada uno de estos productos. El trabajo en un principio expone un marco teorico de que se debe tener en cuenta para exportar e importar productos o servicios desde un pais a otro. Seguidamente se puede encontrar informacion general de Canada y de todas sus provincias incluyendo descripcion economica, logistica y geografica. Igualmente incluye informacion acerca de los principales productos exportados del mundo hacia cada provincia y los principales competidores. En la segunda parte, se provee informacion de los productos exportados con sus respectivos competidores hacia Canada desde cada uno de los departamentos de Colombia. Y finalmente se muestran algunas recomendaciones y conclusiones acerca del trabajo anteriormente realizado.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 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".