Being a Francophone Parent with Children in Dutch-medium Education in Brussels
Bibliographic record
Abstract
In the officially bilingual (French–Dutch) Brussels Capital Region (Belgium), education is largely organized in two parallel but separate systems: French-medium education and Dutch-medium education. Parents must choose to send their children to either a Dutch- or a French-medium school. The choice of one education system over another may generate identity-related issues, such as the idea—rooted in nationalism—that “being a French speaker” and “sending your children to Dutch-medium education” are identity options that are by definition conflicting. In this article, I present a case study of a Francophone couple who decided to enroll their children in a Dutch-medium school in Brussels. Even if this decision brought the parents closer to Dutch-speaking social networks, it also highlighted the tensions and contradictions between the various identity options available. The study shows how these parents, in trying to deal with these tensions, appeal to quite different and sometimes contradictory discourse on language and belonging.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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 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".