Women and Abolitionism in the United States: Recent Historiography
Bibliographic record
Abstract
Abstract The past 20 years have seen substantial developments in the historiography on women and abolitionism in the United States. These include a focus on the experience of African American women both as activists and as objects of the abolitionist movement. Recent studies explore the ways in which religion inspired and shaped American women's commitment to ending slavery. Important work has been done on the ways in which antislavery women functioned as political actors and the ways in which their efforts influenced antebellum American politics. Abolition historiography has benefitted from the Atlantic perspective as studies have explored the transnational networks created by British and American women and comparisons highlight new aspects of American women's experience in abolitionism. Lastly, studies of women and abolition from each of these perspectives have complicated and problematized the grand narrative of 19th‐century American women's history which enshrined a “path from antislavery to feminism” as a critical consciousness‐raising experience which inspired American women to take up the quest for their own rights.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.004 | 0.008 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".