Student Motivation, Identity and Investment Construction in French Immersion Studies at the University of Ottawa
Why this work is in the frame
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Bibliographic record
Abstract
AbstractThis article focusses on the motivating factors behind the decision of first-year students in the French Immersion Studies (FIS) program at the University of Ottawa to continue their immersion studies at a university level, how they experience their studies within this program, and how this experience impacts their identity and investment in French language and culture. The findings presented are part of a study that demonstrates the positive influence that parents, teachers and relevant extracurricular experiences have on students’ decision to continue their immersion studies as well as the transformations of the students’ identity construction and investment which are enhanced through the FIS program, the bilingual environment which surrounds it, and students` activities.Keywords: motivation, identity, investment, French Immersion Studies RésuméCet article porte sur les facteurs qui ont motivé des étudiants en première année d’études à s’inscrire au programme du Régime d’Immersion Française (RIF) de l’Université d’Ottawa afin de poursuivre leurs études en immersion au niveau universitaire, leurs expériences dans ce programme ainsi que l’impact que ce programme a sur leur identité et investissement dans la langue et la culture françaises. Les résultats présentés font partie d’une étude qui montre l’influence positive des parents, enseignants, et expériences pertinentes hors programme sur la décision des étudiants de continuer leurs études en immersion ainsi que la transformation associée à leur construction identitaire à l’augmentation de leur investissement à la suite de participation dans le programme RIF, l’environnement bilingue qui l’environne et les activités des étudiants. Mots -clés : motivation, identité, investissement, Régime d’Immersion Française
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it