“The Half Has Never Been Told”: Maritcha Lyons’ Community, Black Women Educators, the Woman’s Loyal Union, and “the Color Line” in Progressive Era Brooklyn and New York
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Schoolteacher Maritcha Lyons was among the pioneering African American women who, in 1892, built one of the first women’s rights and racial justice organizations in the United States, the Woman’s Loyal Union of New York and Brooklyn (WLU). The WLU is recognized for its antilynching work in alliance with Ida B. Wells, and as an organizational springboard to the National Association of Colored Women. This essay examines struggles on “the color line” by Lyons, other WLU members, and women educators, through their community’s engagement in 1880s and 1890s Brooklyn and New York contention over school integration, and a 1903 debate on the founding of the Brooklyn Colored Young Women’s Christian Association. These women’s and their community’s battles against segregation and for separate institutions reveal lesser known aspects of WLU women’s activism, and the complexities of urban racism and Black resistance in the “Progressive Era” that witnessed Reconstruction’s dismantling, lynching, and “Jim Crow.”
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.010 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it