A Literature-Based Approach on International Perspectives of Bilingual Education
Bibliographic record
Abstract
This study examines the bilingual education in Spain and in Canada, and discusses their historical backgrounds, current bilingual education programs in use, and teacher proficiency within their bilingual education programs. The purpose of this study is to examine these two countries’ bilingual education programs and find a way to implement a bilingual education program in Turkey. Because of innovative legal conditions and the establishment of special programs in Basque Country in Spain, the potential for increasing learners and speakers of the language is greater than ever before. Bilingual education models in the BAC have increased the number of well-educated young students and allowed them to have a better future. French is taught as a foreign language in Canada, and English is usually accepted as a first language, which has hindered the development of diverse types of immersion programs. Immersion programs have helped students learn other subjects and have also allowed them to acquire an additional language. This study presents a comparison of the situation of minority languages in Turkey with Canada and Spain offers many lessons. The purpose of this discussion is to establish the benefits and shortcomings of these bilingual education programs and the suitability of their models for minority groups living in Turkey. To provide an efficient education system, the differing needs of various areas should be considered. This can be demonstrated in examples drawn from Canada’s consideration of the French language and Spain’s consideration of the Basque language.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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) | 0.001 | 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".