The Limits to Reform: A Critical Discussion of the Saskatoon Public School Board's Assessment Controversy
Bibliographic record
Abstract
This article presents a critical discussion of the controversy surrounding the perceived changes to the Saskatoon Public School Board’s assessment policy in September 2010. Utilizing Critical Discourse Analysis (Fairclough, 2005; Gee, 2005) and a critical framework of curriculum reform (Apple, 1996, 2000), an analysis of media representations, government statements, and curriculum documents suggests that the general public outcry, the Saskatoon Public School Board’s reaction to the controversy, and the government’s response exemplify a tacit understanding of the socialization purposes of school in preparing students for the world of labour. This article further examines the influence of "conservative modernization" (Apple, 1996; Lankshear & Gee, 1997; Gee, Hull, & Lankshear, 1996) on Saskatchewan educational policies and the capacity of Saskatchewan schools to innovate.Keywords: critical discourse analysis; critical framework; curriculum reform; socialization; educational policies
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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 | 0.041 | 0.034 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.047 | 0.059 |
| Scholarly communication | 0.026 | 0.012 |
| Open science | 0.003 | 0.011 |
| Research integrity | 0.010 | 0.023 |
| Insufficient payload (model declined to judge) | 0.003 | 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".