“Shaving of a woman's head”: <i>Isinmo</i> and the Igbo women's war on forced marriages in Southern Nigeria 1900–1936
Bibliographic record
Abstract
How, when and to whom should a woman marry, what constitutes marriage and what rights has a woman to influence the selection of her spouse? These and other questions were subjects of intense contestation between young men and women and their parents, on one hand, and, on the other, between commoners and members of the traditional elite in the Western Igbo district of Igbuzo in Southern Nigeria during the early twentieth century. Disputes over marriage rites centred on the politics of isinmo or the shaving of a woman's head. Isinmo gave the “barber” exclusive and inalienable rights to the woman. Yet, in what amounted to reversal of tradition, women seeking to end or reduce parental and patriarchal control appropriated some the rituals of isinmo to contest its use and efficacy in the hands of its erstwhile beneficiaries.
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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 | 0.000 | 0.001 |
| Science and technology studies | 0.012 | 0.007 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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".