Financial education for young people between 12 and 16 years of age in the municipalities of Medellin, Itagui and Sopetrán/2021
Bibliographic record
Abstract
Esta investigación, tiene como objetivo principal brindar una explicación detallada sobre la posible falta de Educación Financiera a Nivel de Vida de la población juvenil, para esto se toman tres municipios de Antioquia que son; Medellín, Itagüí y Sopetrán de esta forma se pretende tener un radio de acción en tres sitios, con características culturales y socio económicas diferentes, pero con el común denominador de tener jóvenes. La ejecución de la investigación se realizó basado en las encuestas que se realizaron a jóvenes entre los 12 a 16 años de edad en periodos del año 2021. Los resultados arrojados de las encuestas nos ayudaran a determinar, que a pesar de que los jóvenes conocen el sistema financiero, no conocen el portafolio de servicios y como invertir en los instrumentos financieros.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".