La tubería empresarial aplicada en algunos paises del Caribe
Bibliographic record
Abstract
En este articulo se plantea una forma novedosa de analisis y de presentacion de los resultados generados por el estudio Global Entrepreneurship Monitor–GEM, denominada “La Tuberia Empresarial”. En adicion a su definicion conceptual y metodologica se hace una aplicacion concreta a los resultados obtenidos en cuatro paises del Caribe, que participaron en los ciclos 2011 y 2012 del proyecto GEM Caribbean, apoyado por el IDRC de Canada. La “Tuberia Empresarial” resulta ser un mecanismo que analiza mejor el proceso empresarial, facilita la comprension y presentacion de los resultados, identifica las “fugas” empresariales y permite formular politicas especificas para cada etapa.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads 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".