The Emancipated Amateur: Rancierian Reviewing Practices and New Models of Theatre Criticism
Bibliographic record
Abstract
The current proliferation of digital platforms and the reduction of arts coverage in mainstream media outlets in Canada has given rise to many theatre reviewers whose contributions to critical discourse are often dismissed because they lack professional legitimization. This article uses Jacques Rancière’s formulations of the ignorant schoolmaster and the emancipated spectator to interrogate the distinction between professional and amateur critics. It argues that participants and practices typically understood as amateur provide models of criticism that are pluralistic, affective, and inclusive. Analyzing three central case studies—a newspaper column featuring “regular” spectators, reviews by children and youth, and mentorship initiatives for emerging Black, Indigenous, and people of colour critics—the article demonstrates how amateurs challenge the notion of expertise as exclusive knowledge possessed by the elite. It highlights the benefits of opening up critical conversations during this crucial moment when the Canadian theatre industry is confronting its complicity in systemic injustices and seeking to attract new audiences.
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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 | 0.029 | 0.040 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.006 | 0.003 |
| Science and technology studies | 0.043 | 0.123 |
| Scholarly communication | 0.030 | 0.009 |
| Open science | 0.005 | 0.011 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.003 | 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".