L'utilisation d'une simulation informatisée pour l'évaluation de la compétence de résolution de problème
Bibliographic record
Abstract
Une récente étude menée au Québec par les chercheurs de l'équipe de Recherche en éducation Scientifique et Technologique (EREST) suggêre que les élêves formés dans le systême éducatif québécois du Renouveau pédagogique (Réforme) sont plus compétents à résoudre un problême d'ordre scientifique et technologique que ceux qui ne l'ont pas été. Ces résultats font partie des rares indices contribuant à l'analyse des effets de la Réforme sur les performances des élêves québécois dans le domaine de la science et de la technologie. Ces résultats ont été obtenus à partir de mesures prises lorsque des élêves utilisent une simulation informatisée.
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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 | 0.066 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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; both teacher heads agree on what is shown here.
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".