Maintaining Brazilian Portuguese as a Heritage Language in a \nBilingual French-English Environment
Bibliographic record
Abstract
This study investigated thirty-six native speakers of Brazilian Portuguese – eighteen husband-and-wife couples –, with children between the ages of 1 and 13 years old, who have arrived in Montreal within the last ten years. The aim of the study was to find out these participants’ attitudes toward the maintenance of their heritage language, Brazilian Portuguese, their reasons for, and the strategies that were used for maintaining Brazilian Portuguese in Montreal, and whether there is a relation between child-raising styles and the maintenance of Brazilian Portuguese as a heritage language. Data were collected via a questionnaire given to each participant individually. Analyses revealed that participants find it important that their children maintain the family language and that they have been successful in maintaining their mother tongue inside their homes. The home is the most important strategy in helping these Brazilian parents’ children to learn Brazilian Portuguese. My research project shows, along with other things, that some of these parents’ disciplinary strategies could contribute to the preservation of their heritage language.
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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 | 0.005 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 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".