Les notions du vivre-ensemble dans les manuels scolaires de l’enseignement de base en Côte d’Ivoire et leurs perceptions par les acteurs
Bibliographic record
Abstract
Cet article se propose d’une part de mettre en relief les notions du vivre ensemble contenues dans les manuels scolaires de l’enseignement de base en Côte d’Ivoire. D’autre part, il identifie les supports utilisés pour leur enseignement et leurs perceptions par les formateurs et les apprenants. Pour répondre à ces préoccupations, la méthodologie a consisté en une analyse de contenu des manuels scolaires et guides-programmes en vigueur; puis à celle des entretiens réalisés avec les acteurs. Les résultats obtenus montrent que la solidarité, la paix, la tolérance, la discipline et l’alliance interethnique sont entre autres, des notions enseignées pour préparer l’esprit des futurs potentiels acteurs sociopolitiques à adopter un comportement de paix. D’ailleurs, ces notions sont perçues positivement par les acteurs et les bénéficiaires.
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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 | 0.008 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.018 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".