"In her prophetic fury sewed the work": Remembering Sybil's Handkerchief and Magical Artistries in Djanet Sears' Harlem Duet
Bibliographic record
Abstract
This paper examines the history of black women artistries, postcolonial magic, and music within Canadian playwright Djanet Sears’ 1997 Toronto production Harlem Duet. In a modern re-adaptation of Shakespeare’s Othello, Sears’ Harlem Duet resituates literary historical symbols, like the infamous handkerchief, and Shakespearean hidden characters within a diasporic and empowered space of agency, intergenerational trauma, and reclamation. With the maternal theoretical foundation of Alice Walker’s work “In Search of Our Mothers’ Gardens,” this paper matrilineally connects Harlem Duet’s protagonist Billie with the artistic creator – the sybil/witch – of Shakespeare’s handkerchief and with famous blues artists like Billie Holiday. Using the handkerchief as a starting point, this paper analyzes both fictional and historical maternal generations in order to demonstrate this empowered history of artistic creation and music within diasporic spaces and communities.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".