Africa and Trans-Atlantic Memories: Literary and Aesthetic Manifestations of Diaspora and History
Bibliographic record
Abstract
Africa and Trans-Atlantic Memories, a volume of twenty-four essays edited by Naana Opoku-Agyemang, Paul Lovejoy, and David Trotman, examines various aesthetic forms and interdisciplinary approaches to history and memory in the African Diaspora.In contrast to titles on singular themes, this volume addresses an assortment of literary, visual, and performative cultural practices from early slave narratives to contemporary film, with works touching a broad geography including West Africa, North and South America, and Caribbean islands.The editors bring together a group of mature and emerging scholars from Africa, the United States, England, the West Indies, Canada, and Israel who tackle diverse materials, approaches, and perspectives, and provide a refreshing collection of essays on collective memory.A brief introduction precedes four parts: The African Voice in Diaspora, Aesthetics and the Performing Arts of Diaspora, Pedagogy of Homecoming, and Identity and Memory Confronted.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.014 | 0.021 |
| Scholarly communication | 0.011 | 0.008 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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".