Enquête sur les sérotypes de <em>Pasteurella multocida</em> dans les zones de savane du Cameroun
Bibliographic record
Abstract
Une étude a été menée sur l’occurrence des sérotypes de Pasteurella multocida dans trois grandes zones d’élevage bovin du Cameroun. Au total, 362 échantillons de sérum bovin ont été collectés dans les provinces de l’Extrême-Nord, de l’Adamaoua et du Nord-Ouest, et testés afin de détecter la présence d’anticorps vis-à-vis de cinq sérotypes de P. multocida (A5, A7, B1, B6 et E6) par le test d’hémagglutination. Le sérotype B6 a été présent dans toutes les régions, avec la fréquence la plus élevée (84,4 p. 100) dans la région de Mora et la plus faible (43,6 p. 100) dans celle de Meiganga. Les autres sérotypes ont aussi été présents mais à des niveaux différents. Les résultats montrent la nécessité d’incorporer le sérotype B6 dans le vaccin contre la septicémie hémorragique actuellement utilisé au Cameroun.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".