Trajectory of Disenchantment. A Freetown Writer and the Insolubility of the Creole Problematic
Bibliographic record
Abstract
The Sierra Leonean Creoles, formed by a conglomeration of black returnees to Africa, arrived over the late eighteenth and mid-nineteenth century from Britain, Nova Scotia, the West Indies, and other parts of Africa. Heavily influenced by the British, their culture set them apart from the surrounding natives. That distinction resulted in critical identity problems as British philanthropy turned into colonial racism. The Rambler was a contributor to the Sierra Leone Weekly News from 1913 to 1919 and from 1929 to 1939. His work suggests that he was an energetic and informed thinker. Historians use him to support points concerning Creole and West African history, but do not examine him completely. His work, examined holistically, reveals a Creole still struggling with British abandonment, native encroachment, and Creole obstinacy while clinging to the civilizing mission. His struggle fails and eventually he dismisses the civilizing morality, subscribing instead to a racially assertive morality.
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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 | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.038 | 0.042 |
| Scholarly communication | 0.015 | 0.010 |
| Open science | 0.002 | 0.013 |
| Research integrity | 0.005 | 0.009 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".