Expression de l’espace immédiat et acquisition linguistique de la référence spatiale chez les élèves camerounais du cours élémentaire
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
L’étude vérifie et évalue, sur la base de l’observation et de l’analyse du fonctionnement de la référence spatiale, la portée de certaines erreurs et l’amélioration des performances linguistiques des apprenants. La démarche retenue a notamment permis de procéder à un examen lexical de la référence spatiale. Il ressort que l’analyse des occurrences peut conduire à la compréhension des productions, mais aussi à l’adoption d’une didactique pour améliorer le degré de maîtrise de la langue. Ainsi, cette recherche contribue aux études sur les stratégies et les productions des apprenants du français langue non maternelle au Cameroun, pays où la didactique du français commence à prendre son essor.
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.
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 | 0.003 | 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 | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| 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 it