School Choice, School Culture and Social Justice: A Canadian Case Study
Bibliographic record
Abstract
This paper reports on findings from a case study conducted in a public school offering multiple programs of choice. A guiding purpose of the study was to analyze the impact of operating multiple programs of choice in a single school setting on the organizational and lived culture of the school. The urban Alberta school under study offered alternative educational programs in science, Mandarin Immersion, special education and “regular” programs. Multiple methods of data collection followed an ethnographic approach, and included document and policy analysis, field observations, focus groups and semi-structured interviews with administrators, parents, teachers and students from each of the programs. The results reported here focus on related themes of equity and social justice related to analyses of school choice, attending specifically to participants’ understandings of power and privilege, with policy and practice implications. Themes included social class stratifications, marginalization within advantage, perceptions of disempowerment, fragmented school identity, limitations of choice programs, and perceptions of teaching staff quality.
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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 | 0.001 |
| 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".