Bibliographic record
Abstract
This volume weaves oral tradition, folk legends and stories, songs and poems, historical accounts, and personal writings from North and South America and the Caribbean, from the 15th to the 19th century. These women of the slavery era include Aqualtune, a princess from Congo enslaved in Brazil and the Caribbean, who led an army of ten thousand warriors in the Battle of Mbwila; Anastasia, an African slave in Brazil, who is today considered the patron saint of Brazil's blacks; Solitude, a slave in the French West Indies, the leader of the survivors of the La Goyave and legendary in Guadeloupe to this day; Phillis Wheatley, a slave in Boston, a child prodigy and brilliant woman whose poetry is among the finest from the early American era; Harriet Tubman, heroine of the Underground Railroad who helped hundreds of other slaves escape to freedom in the United States and Canada; Ellen Craft, a slave who successfully escaped to Philadelphia with her husband; Sojourner Truth, famed orator on behalf of the rights of women and the abolition of slavery; and many others.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".