Effet de pairs et logiques d’orientation aux études supérieures au sein du marché des établissements scolaires québécois
Bibliographic record
Abstract
Le marché des établissements scolaires québécois comprend un réseau francophone et un réseau anglophone. Dans ce contexte, certains parents francophones font le choix d’un établissement anglophone pour leurs enfants. Or, quels sont les impacts de ce choix sur l’orientation scolaire future de leurs enfants ? C’est à partir d’une approche sociologique constructiviste que nous analysons l’articulation entre l’expérience scolaire et les logiques d’orientation de jeunes francophones qui ont fréquenté un établissement anglophone. Les résultats révèlent que les jeunes francophones sont marqués par un effet de pairs, c’est-à-dire par une culture normative de l’orientation véhiculée par les pairs qui valorise la poursuite d’études supérieures en anglais.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.001 | 0.004 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".