Bibliographic record
Abstract
This article demonstrates the queer potential and pleasure produced by the character Fiyero in Stephen Schwartz and Winnie Holzman’s Wicked (2003). I mobilize two primary frameworks to examine Fiyero’s queerness; the first half of the article views Fiyero in the context of queer theories of temporality and utopia, while the second half is interested in the deep cultural history of gay men’s relationships with Broadway musicals. This analysis produces both theoretical and historical implications of Fiyero’s character as I explore how his representation disrupts heteronormative rituals and aspects of the social order, as well as how he produces a valuable figure for the communities of gay men that have historically developed around musical theatre. The queer possibility of Wicked ’s women has been examined extensively in past scholarship – particularly through the insights of Stacy Wolf – and this article expands upon this previous work to account for the role of Fiyero in the musical and the queer possibilities he produces.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.012 | 0.029 |
| Scholarly communication | 0.007 | 0.006 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| 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".