Inmigración colombiana calificada, crecimiento y desarrollo económico en Canadá en la economía postindustrial
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Este articulo comienza abordando la relacion entre el nivel educativo de la fuerza laboral de un pais, los indices de produccion economica del Estado y las condiciones de vida de la sociedad, afirmando que los Estados son mas competitivos economica y socialmente cuando implementan politicas tendientes a fortalecer y adquirir capital humano. La segunda seccion se refiere a la adquisicion de capital humano de Canada a traves de una politica migratoria que privilegia la entrada de inmigrantes economicos como respuesta a las necesidades planteadas en la economia postindustrial. Debido a que los colombianos son la comunidad latinoamericana mas numerosa en Canada a partir de la implementacion de esta politica, se considera cual es el perfil del inmigrante colombiano calificado y por que interesa al Gobierno canadiense. Finalmente, se concluye que Canada es un pais mas innovador y competitivo economicamente gracias a la inmigracion.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it