The New CAAT: (Dis)illusions of Freedom and the New College Charter in Ontario
Bibliographic record
Abstract
In 2002 a new Ontario college charter signaled a new era for higher education in Ontario. The charter was presumed to usher in a new way of doing higher education, one that provided greater freedom for Ontario colleges and presumably greater access for communities to higher education. Coupled with the Post-Secondary Choice and Excellence Act of 2000, which provided colleges the opportunity to offer degrees, the colleges appeared well set for the freedom they sought. With the decentralization of approval for curriculum comes an appearance of greater autonomy and authority at the local level; however, with steering mechanisms of funding, performance indicators, and discourses of the marketplace, globalization and performativity permeating curriculum processes, “freedom” remains strongly tempered. This paper uses Foucauldian and critical discourse analysis as a means of considering power and higher education in Ontario, and the limitations and opportunities for “freedom” within our existing discourses.
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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 | 0.000 |
| 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".