From preachers to suffragists : woman's rights and religious conviction in the lives of three nineteenth-century American clergywomen
Bibliographic record
Abstract
The women's rights movement in nineteenth-century America has primarily been interpreted as a secular movement. However, in From Preachers to Suffragists, Beverly Zink-Sawyer examines the lives of three nineteenth-century clergywomen--Antoinette Brown Blackwell, Olympia Brown, and Anna Howard Shaw--who, seeing their calling to the suffrage movement as an extension of their call to ministry, left the parish to join and become leaders in the movement. Zink-Sawyer tells the stories of their courageous lives, quoting their sermons and writings and tracing their struggles before and after ordination. In doing so, she persuasively demonstrates the vital importance of these leaders--of their religious rhetoric and their theological leadership--in shaping the movement as a whole, reclaiming its religious roots and making a major, even corrective, contribution to American history.
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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 | 0.001 | 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 | 0.000 | 0.007 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".