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
On 18 March 1898 Okolu, an Ijesa man, accused Otunba of Italemo ward, Ondo of seizing and enslaving his sister Osun and his niece. Both mother and daughter, enslaved by the Ikale in 1894, had fled from their master in 1895, but as they headed toward Ilesa, the accused seized them. Osun claimed the accused forced her to become his wife, “hoe a farm,” and marked her daughter's face with one deep, bold line on each cheek. Otunba denied the slavery charge, claiming he only “rescued [Osun] from Soba who was taking her away [and] took her for wife.” Itoyimaki, a defense witness, supported the claim that Osun was not Otunba's slave. In his decision, Albert Erharhdt, the presiding British Commissioner, freed the captives and ordered the accused to pay a fine of two pounds. In addition to integrating Osun through marriage, the mark conferred on her daughter a standard feature of Ondo identity. Although this case came up late in the nineteenth century, it represents a trend in precolonial Yorubaland whereby marriages and esthetics served the purpose of ethnic incorporation. Studies on the roots of African ethnic identity consciousness have concentrated mostly on the activities of outsiders, usually Euro-American Christian missions, repatriated ex-slaves, and Muslims, whose ideas of nations as geocultural entities were applied to various African groups during the era of the slave trade and, more intensely, under colonialism. For instance, prior to the late nineteenth century, the people now called Yoruba were divided into multiple opposing ethnicities. Ethnic wars displaced millions of people, including about a million Yoruba-speakers deported as slaves to the Americas, Sierra Leone, and the central Sudan, mostly between the sixteenth and nineteenth centuries.
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 | 0.000 | 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 | 0.002 | 0.001 |
| 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 it