Understanding the Influence of Faith-Based Organizations on Education Policy in Alberta
Bibliographic record
Abstract
Abstract Recent media accounts suggest certain faith-based interest groups are increasingly pressuring provincial governments across Canada to ensure their views on education policy are acted upon. This paper offers a qualitative assessment of the policy influence possessed by faith-based groups active on the education file in Alberta and the factors responsible for this level of influence. Overall, such influence is not directly attributable to the group's size or resources nor can it be explained by the assumption that Alberta is overrun with religious citizens demanding socially conservative policies. Rather, the explanation is found in a more nuanced appreciation of the self-interested electoral calculations made by the long-governing Progressive Conservative party, on the one hand, as well as well as the party's long-running commitment to “school choice” on the other. This sentiment is intimately related to both the province's populist political culture as well as a broader ideological convergence around the principle of “free choice” in general, and the benefits of marketization in particular.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| 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".