The Very First Elephant on the Very First Day: Nicholas Billon’s <i>The Elephant Song</i> Trumpets at the Stratford Regime
Bibliographic record
Abstract
Nicholas Billon’s playwriting career, born, of all places, on the stage of the Stratford Festival of Canada, has already performed an important moment in the history of Canadian theatre. His play, The Elephant Song, will be remembered not only for its intelligent and efficient dialogue but also for its significant position as the festival’s first world premiere of the very first play written by an emerging Canadian playwright.1 Its inclusion in the festival’s 2004 season begins to answer the vocal challenges posed by mid-twentieth-century theatre nationalists, who viewed the festival as a colonial dinosaur near extinction. It is a striking new work, chosen for production by the festival with the intention of cultivating the promising voice of a new playwright. And as a (contained) critique of institutionalized discourse, The Elephant Song, at its premiere, may be regarded as a (contained) critique of the Stratford theatre regime.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.007 | 0.006 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".