Bibliographic record
Abstract
Written by David Diamond, artistic director of Vancouver-based Headlines Theatre, Theatre for Living articulates Diamond’s philosophy of creating community-based, forum theatre. Influenced significantly by Theatre of the Oppressed pioneer Augusto Boal, Diamond recognizes the need to develop the language of Theatre of the Oppressed beyond the strict designations of “oppressor” and “oppressed.” Acknowledging the diversity of the communities in which he works, Diamond combines systems theory and theatre as a way to “understand [his] own evolving work better” and to “stimulate discussion about the central role that storytelling and art play in creating and living in healthy communities” (23). Part resource book, part memoir and part theoretical exploration, Theatre for Living eloquently articulates Diamond’s modification of Boal’s techniques and contributes both to the scholarly and the practical development of Theatre of the Oppressed. Through straightforward writing and illustrative examples, Diamond’s text offers theatre scholars and practitioners, or anyone interested in theatre’s potential for social change, a new perspective on Boal-based techniques.
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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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.011 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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".