How Schools Define Success: The Influence of Local Contexts on the Meaning of Success in Three Schools in Ontario, Canada
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Creating successful schools is a priority for governments, district officials, administrators, teachers and parents around the world, but just what does ‘school success’ mean? Grounded in theories of collective sense-making and learning, this article presents how school success is defined in three schools in Ontario, Canada, and draws on Ball, Maguire and Braun’s theory of policy enactment to explain similarities and differences between the schools’ definitions. A comparative case study of three elementary schools in the same neighbourhood finds that students’ happiness and academic learning (rather than achievement on standardized tests) are common aspects of each school’s multifaceted definition of success. Each school also has unique elements in its definition that can be attributed to differences in the schools’ situated, material, and professional contexts. In addition to local influences, class-based deficit ideology and professional discourses in their external contexts impact the schools’ definitions of success. Notably, the schools’ definitions emphasize individual growth and outcomes that reproduce rather than transform social inequities.
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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 | 0.000 | 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) | 0.000 | 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 it