My Sisters Will Not Speak: Boas, Hunt, and the Ethnographic Silencing of First Nations Women
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
Abstract First Nations women were instrumental to the collecting of Northwest Coast Indigenous culture, yet their voices are nearly invisible in the published record. The contributions of George Hunt, the Tlingit/British culture broker who collaborated with anthropologist Franz Boas, overshadow the intellectual influence of his mother, Anislaga Mary Ebbetts, his sisters, and particularly his Kwakwaka'wakw wives, Lucy Homikanis and Tsukwani Francine ‘Nakwaxda'xw. In his correspondence with Boas, Hunt admitted his dependence upon high‐status Indigenous women, and he gave his female relatives visual prominence in film, photographs, and staged performances, but their voices are largely absent from anthropological texts. Hunt faced many unexpected challenges (disease, death, arrest, financial hardship, and the suspicions of his neighbors), yet he consistently placed Boas' demands, perspectives, and editorial choices foremost. The resulting cultural representations marginalized the influence of the First Nations women who had been integral to their creation.
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 | 0.002 | 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 | 0.004 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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