The Pursuit of Youth: Adolescence, Seduction and the Pastoral in Act One of the Lost Echo
Bibliographic record
Abstract
Act One of 'The Lost Echo' is a calculated exercise in seduction: an extravaganza that beguiles its audience with song, myth, slapstick, pantomime, opera, operetta, farce, dance, musical comedy, magic shows, drag and impersonation, to tell interwoven stories of debauchery so charmingly and so poignantly, that it is not until well after the performance is over that we might wonder whether we, like the victims of the gods, have been had, and whether, too, that is the point. In Act One, 'Spring'/'The Song of Phaeton', Barrie Kosky and Tom Wright exploit the appealing rhetoric of pastoral and youth in Ovid's original. Pastoral, a genre associated with the ideal of a simple - but hedonistic - life in wild but friendly nature, is designed to contrast favourably to the hustle-bustle of the metropole; in this Act, it serves as the background for the Act's main story, the tragic seduction of the nymph, Callisto, by Jove, the king of the gods. Youth is a key element in pastoral, invoking ideals of innocence, leisure and irresponsibility, as well as physical beauty and strength. In this Act, the youth of the younger actors in the Sydney Theatre Company's Actors' Company and the chorus of NIDA students, is on display, invoking the sense of pastoral, the sense of 'spring' – which serves as a title for the Act – and the aesthetic beauty that make youth seductive, but also vulnerable to predators.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.015 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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".