Bibliographic record
Abstract
Herbstein, Manu. Brave Music of a Distant Drum. Markham, ON: Red Deer Press, 2011. Print. This is a powerful and thought-provoking novel, which offers remarkable insights into one of the darkest chapters in human history. South African author Manu Herbstein was awarded the 2002 Commonwealth Writer’s Prize for Ama: A Story of the Atlantic Slave Trade, and in Brave Music of a Distant Drum, Herbstein re-imagines Ama’s story for a younger, North American audience. The novel chronicles the meeting between an elderly woman at the end of her life and the son who does not remember or understand her. It soon becomes clear that the divide which separates mother and son cannot be overcome until he listens to her story. Kidnapped as a teenager by Bedagbam slave raiders, young Ama was traded several times by powerful slave owners in Africa before she found herself on a slave ship bound for South America. Now elderly and blind, Ama needs her son to write her history down so that it will not be drowned “in the swamp of lost memories.” It is a heart-breaking story, but one that is filled with courageous acts of resistance and a seemingly inexhaustible supply of hope. Following in the tradition of Alex Haley’s Roots (1976) and Lawrence Hill’s The Book of Negros (2007), it is apparent that Ama’s son needs to understand his parents’ history before he can make sense of his own life in the present. This novel is recommended for young adults (16+), and this is an important guideline for two reasons. First, readers who lack sufficient literary and historical knowledge will have trouble interpreting the clues that reveal that the novel is set in eighteenth-century Brazil. More importantly, although the novel’s realistic depictions of horrific violence serve an important purpose, this violence is challenging for even a mature reader. Recommended: Four stars out of fourReviewer: Linda QuirkLinda is Assistant Special Collections Librarian at the Bruce Peel Special Collections Library at the University of Alberta.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.047 | 0.017 |
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".