Francophone Theatres of Western Canada: Investing in Their Marginality
Bibliographic record
Abstract
Far removed from the francophone centres of Eastern Canada and their theatrical institutions, those who create theatre in the West are at work in the extreme margin of the Canadian Francophonie. Investing in their own marginality, Franco-Canadian theatre artists in the West describe little-known realities in plays whose theatricality reflects the contexts from which they arise. The exploration of identity generated by a cultural hybridization either imposed or consensual—which appears as much in the text as it does in the performance itself—, the openness to a diversity deemed necessary to survival, the involvement of a community in the development of its theatre, and the promotion of the Métis language and culture are among the many aspects of research to be found in these collected articles that highlight not only the preoccupations and the aspirations of the artists working within the francophone communities of Western Canada, but the dramatic means that shape their creations.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.036 | 0.019 |
| Scholarly communication | 0.016 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 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 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".