The Politics of Language Roadmaps in Canada: Understanding the Conservative Government's Approach to Official Languages
Bibliographic record
Abstract
Abstract This article critically examines the Conservative government's approach to official languages, through a policy instrument framework. Special attention is paid to the third federal roadmap for official languages—the first having been unveiled by the Liberal government in 2003 and the second by the Conservative minority government in 2008—and how this roadmap conveys a new representation of official languages in relation to Canadian identity and citizenship. The focus on the linguistic integration of new immigrants in the 2013 language roadmap generates interest. The policy instrument framework also shows how language roadmaps represent the fourth generation of official language policies in Canada; the first three generations found their respective bases in the 1969 Official Languages Act , the Charter of Rights and Freedoms and the 1988 Official Languages Act . The article concludes that an analysis of language roadmaps elucidates transformations initiated by the Conservative governments in the area of official languages in Canada. It also promotes further exploration and analysis of language policies through the policy instrument framework.
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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 | 0.003 | 0.005 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".