Mary Ann Shadd Cary: Crafting Black Culture Through Empirical and Moral Arguments
Bibliographic record
Abstract
This study examines the rhetoric of educator, journalist, and editor, Mary Ann Shadd Cary (October 9, 1823–June 5, 1893), who vigorously campaigned for Black fugitives' rights in Canada West during the 1850s. Drawing on the 1852 tract, Notes of Canada West, the author analyzes Cary's program of economic advancement and community-building for newly arriving former slaves in Canada. The author argues that Cary was the first influential North American Black female to use an empirical approach fortified by moral philosophy as a central argument, which functioned as an organizing principle. The author concludes that Cary's significance resides in her attempts to rearrange human knowledge at a pivotal time in Black history, her ability to shape Black behavior around a “radius of trust,” her understanding of the relationship between knowledge and the practical art of rhetoric, as well as her keen understanding of how differing notions of human progress compete for attention and potentially influence social policies in significant ways.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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".