Qualité du management et Rentabilité des entreprises au Cameroun : le rôle des exportations
Bibliographic record
Abstract
Cet article analyse les relations entre la qualité du management, les exportations, et la rentabilité, à partir d’un échantillon de 187 entreprises camerounaises en 2013. Ces relations sont estimées par des équations simultanées pour corriger les biais d’endogénéité dans les liens entre ces variables. Les résultats montrent un lien direct et positif entre la qualité du management et la rentabilité, et un lien indirect via les exportations. Mais ces liens ne sont pas univoques. Lorsque le poids des exportations est supérieur à 75 % ou le ROA est inférieur à 5 %, il n’existe qu’un lien direct. Lorsque le ROA est supérieur à 5 %, il y a plutôt qu’un lien indirect.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 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".