Mobilité des salariés et performance des entreprises du secteur public en Afrique francophone : une analyse du cas de la CAMWATER au Cameroun
Bibliographic record
Abstract
L’article traite des enjeux de la mobilité des employés sur la performance des entreprises publiques en Afrique, avec le cas précis de la CAMWATER. Suivant une approche qualitative, les données proviennent des sources documentaires et de terrain. Les résultats issus des analyses manuelle et automatisée de contenu révèlent que les pratiques liées aux mobilités de compétence et d’environnement, revêtent des enjeux organisationnels et humains. Cette configuration reste néanmoins plus théorique qu’opérationnelle, en raison de nombreuses contraintes organisationnelles et sources d’inefficacité managériale telles comme une définition peu claire des critères de choix de mobilité, une longévité du personnel au poste de travail, etc.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.006 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".