Community-school-university partnerships: possibilities for activism and racial justice
Bibliographic record
Abstract
Critical school-community-university partnerships are central to activism for racial justice. Drawing on the scholarship of anti-racist activist leadership and community-school-university partnerships, this critical co-constructed auto-ethnographic comparative case study explores two such cases in Toronto, Ontario, Canada: the York University Faculty of Education Summer Institute (FESI) and the Nubian Book Club (NBC). As insiders-outsiders, the authors analyze various forms of data, such as informal observations, structured conversations between them, and program documents to understand the knowledges and possibilities that emerge in critical community-school-university partnerships and how leadership in these partnerships influence education for racial justice. Both cases resist, refuse, and subvert hegemonic educational discourses, legitimize fugitive and other marginalized knowledges, and imagine future possibilities for racial justice in schooling. This study concludes with recommendations for school districts, universities, and communities to engage in an activism-learning-action trifecta towards racial justice in education.
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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 | 0.004 | 0.003 |
| 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".