Anti-Slavery Movements in British North America and the Transnational life of “Obedient Servant” Samuel Ringgold Ward
Bibliographic record
Abstract
This paper argues that the writings of abolitionist Samuel Ringgold Ward and other anti-slavery groups were indicative of a larger trend of African Americans becoming influenced by Moral Colonialism. This colonialism was based on the belief that British colonizers were civilizing and therefore saving non-white populations, through measures such as appointing “protectors” to prevent non-white people from being taken into slavery and other forms of exploitation. In these writings, there are many descriptions given to the British Empire, describing it as a “glorious nation” and other similar labels, which argued that the British Empire was the most progressive power. Samuel Ringgold Ward lived a mobile life in America, Canada, Switzerland, Britain, and Jamaica, so this paper will use a transnational approach, showing the connections British North America had to other colonies in the British Empire, while also demonstrating the many influences on the views of Ward and other African Americans.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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 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".