Les facteurs agissant sur la volonté de communiquer : cours de francisation destiné à des mères allophones d’élèves du primaire
Bibliographic record
Abstract
Cet article présente les résultats d’une étude sur les facteurs influençant la volonté de communiquer dans le contexte d’un cours en francisation destiné à des parents allophones d’élèves du primaire. L’étude s’appuie sur des entrevues individuelles réalisées auprès de formateur⋅rice⋅s en francisation, de mères apprenantes et d’enseignant⋅e⋅s de leurs enfants. Les résultats révèlent que plusieurs facteurs influencent positivement ou négativement la volonté de communiquer, notamment le sentiment d’efficacité personnelle des mères, leur anxiété langagière, le comportement de leurs enfants et des enseignant⋅e⋅s de ces mêmes enfants et les pratiques des formateur⋅rice⋅s durant les cours de francisation.
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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 | 0.002 | 0.011 |
| 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 | 0.003 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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".