On the question of the establishment and development of languages education in Canada (XVII - the beginning of XXI century)
Bibliographic record
Abstract
The article is devoted to the study of the theoretical and organizational foundations of language teaching in the Canadian education system in the context of globalization processes and multilingual society. The work presents a retrospective analysis of the formation and development of language teaching in the Canadian education system from the beginning of organized education to the beginning of the 21st century, highlights certain issues of state regulation in the field of language education in Canada. The socio-political context of the development of multilingualism in Canada is analyzed and the stages of formation and development of a multilingual society are determined.The work reveals the peculiarities of the organization of L1, L2 and FL learning at various levels of the Canadian education system. The conceptual ideas of language learning in Canadian pedagogical research are defined; the specifics of language training of citizens in the Canadian education system, taking into account the bilingual nature of society, are identified; the newest methods and trends in development of language education in Canada are reviewed.On the basis of a comparison of the language training practice in Ukraine and Canada, certain elements of the positive Canadian experience have been identified, which are expedient to use in the national education system in the conditions of the creation of the European context of language education.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.019 | 0.015 |
| Scholarly communication | 0.010 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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".