The Postcolonial Female “Bildung” in Lawrence Hill’s <i>The Book of Negroes</i>
Bibliographic record
Abstract
This article positions itself in the literary representations of the convergence of slavery, migration, race, gender, growth, and the African identity in a neo-slave narrative. It concerns itself with the examination of Lawrence Hill’s The Book of Negroes as a female bildungsroman written from a postcolonial perspective. The novel centers on the growth and experiences of the female protagonist, Aminata Diallo, an African slave who eventually becomes a notable personality involved in the registration of the Black Loyalists on their passage to Nova Scotia (Canada) in the aftermath of the American Revolutionary War (1775-1783). In addition, she assists in the resettlement of the Loyalists in Sierra Leone and testifies in London on behalf of the abolitionists against the trans-Atlantic slave trade. As a result, this study highlights the intersection of history and literature in addition to the experiences of Africans in the diaspora who struggle with character development and identity in different societies.
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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 | 0.009 | 0.011 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".