The Role of Canadian Queer Theater Festivals on Queer Identity and Expression
Bibliographic record
Abstract
This study examines the role of Canadian queer theater festivals as unique sites of adult education and social movement learning. Traditionally, social movement learning has focused on informal mentoring or formal instruction in protests, workshops, and lectures, aiming for mass societal transformation. However, newer approaches emphasize personal transformation, with social movements adopting adult education to impact social, political, and cultural life. Theater festivals, especially those centered on queer themes, offer inclusive, accessible, and engaging platforms for sharing experiences, dialogue, and collective social change efforts. These festivals facilitate active learning through workshops, performances, and discussions, allowing participants to engage with social issues creatively. Despite extensive research on Pride festivals, queer theater festivals have been largely overlooked in scholarly discourse. This qualitative study focuses on how attendees of Canadian queer theater festivals learn about queer identities, exploring three key areas: queer culture, identities, and intersections.
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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 | 0.000 | 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 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".