La formation professionnelle au Québec : le regard des élèves
Bibliographic record
Abstract
S’appuyant sur les concepts de représentation sociale, personnelle et professionnelle, cette contribution s’intéresse aux représentations de la formation professionnelle québécoise. Des analyses de contenu de 53 entrevues avec des élèves montrent que cette voie est privilégiée en raison de ses spécificités pédagogiques, de la possibilité d’apprendre un métier et des perspectives d’insertion qu’elle offre. La formation professionnelle semble socialement dévalorisée, tout en étant valorisante pour l’individu. Cette vision contraste avec celle des pays, comme la Suisse, où cette voie est valorisée, mais sélective. Ces résultats soulignent l’importance de considérer l’influence des représentations et du contexte institutionnel sur les choix d’orientation.
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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 | 0.008 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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; a candidate call from one teacher head, 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".