La perception du rôle du conseiller scolaire et le climat des écoles secondaires
Bibliographic record
Abstract
Existe-t-il une relation entre, d’une part, les caractéristiques du climat d’une école et, d’autre part, le degré de consensus entre les principaux, les enseignants et les conseillers quant à leurs perceptions respectives du rôle du conseiller scolaire? Ce problème fut exploré dans le cadre des écoles secondaires de l’Ontario en utilisant un échantillon de 40 écoles secondaires. Deux instruments de mesure furent utilisés pour identifier les climats de ces écoles et identifier le degré de consensus entre les groupes considérés. Il fut démontré avec certaines réserves qu’il n’y a pas de relation significative entre les caractéristiques climatiques des écoles et le degré de consensus entre les différents groupes quant à leurs perceptions du rôle du conseiller scolaire en fonction du counselling personnel, éducationnel, professionnel et non-professionnel.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".