Bibliographic record
Abstract
Aphra Behn’s Coramantien has long been considered more Orientalized than African. But in this essay, I reassess the sub-Saharan setting of Oroonoko (1688) in the context of early modern geographical writing about Africa. Not simply a projection of colonial fantasies, the British image of Africa during this time had a foundation in the long history of the trans-Sahara trade, in Arabic texts, and in the discourse that sub-Saharan merchants and guides used to describe their homelands. Building on scholarship demonstrating that Behn was interested in the early study of geography, I argue that Oroonoko dramatizes geographical representation as a palimpsest of textual and oral details, and that the novel interrogates whether isolating the material and the measur able from the discursive and the ideational is a viable epistemological strategy. In doing so, Oroonoko shows that European world views were shaped from the outside in, which enables us to read the novel itself as a text underwritten by the stories that Arab North Africans and sub-Saharan Africans told about their worlds.
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 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.002 | 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".