Pequeños empresarios mexicanos y canadienses; un estudio comparativo en cuanto a su orientación emprendedora
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
El proyecto de investigación muestra los resultados comparativos con respecto a la orientación emprendedora de 140 empresarios mexicanos y 125 empresarios canadienses de pequeñas empresas. Los resultados demuestran que no hay diferencias significativas entre los parámetros de innovación y pro actividad y que existen diferencias significativas ligeras en cuanto a toma de riesgos. Aunque Canadá y México son países divididos espacialmente por Estados Unidos y tienen diferencias culturales importantes, han encontrado grandes puntos de coincidencia donde se han realizado acuerdos de colaboración. Se concluye que no existe una gran diferencia entre la orientación emprendedora de los empresarios de ambos países y que será necesario investigar en los entornos económicos particulares, los detonantes del fenómeno de creación de empresas.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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