La gestion des buts personnels, un apprentissage significatif pour des étudiants universitaires
Bibliographic record
Abstract
Une démarche axée sur les objectifs personnels est offerte à des étudiants universitaires, dans le cadre d’un cours, en vue de favoriser un apprentissage significatif, un fonctionnement optimal et l’augmentation du bien-être psychologique. Plus spécifiquement, la démarche implique la précision d’un objectif concret, la planification et la poursuite du but et se termine par l’évaluation du progrès réalisé. Cette forme d’intervention, réalisée auprès d’étudiants universitaires, a produit une augmentation significative de tous les indices de bien-être évalués comparativement aux scores de bien-être obtenus par un groupe témoin. Cette approche qui a aussi été bénéfique pour des personnes âgées et des retraités est donc susceptible de s’appliquer à d’autres groupes d’âge et à des personnes vivant diverses situations de vie.
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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 | 0.018 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.021 | 0.003 |
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".