Bibliographic record
Abstract
This essay examines the afterlives of Miranda and Ariel, Prospero's "girls," on stage and in film. A longstanding editorial and theatrical tradition that assigns Miranda's "abhorrèd slave" speech to Caliban informs the ongoing representation of Miranda as a passive and submissive character, even after the speech is restored in the twentieth century. The two-hundred-year-long history of reassigning Miranda's speech to Prospero coincides with the tradition of casting a girl actress as Ariel. Dismissed in recent years as an outmoded and déclassé theatrical convention, Ariel's history as a girl left a strong impression on the play's theatrical and artistic legacy. Restoration adaptations of The Tempest added more and more girl characters to Prospero's island, reflecting an intensified interest in girls and girlhood as the play charted the paths to Miranda's marriage and Ariel's freedom. With Miranda representing domestic expectations and Ariel embodying the dream of liberation, Prospero's girls and their history reflect the conflicting and competing expectations placed upon girls and the dream of a patriarchal power that, rather than stifling girls, sets them free.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.008 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 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".