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
This book is the first life history of a Northwest Coast Indian woman. Florence Davidson, daughter of noted Haida carver and chief Charles Edenshaw, was born in 1896. As one of the few living Haida elders knowledgeable bout the culture of a bygone era, she was a fragile link with the past. Living in Masset on the Queen Charlotte Islands, some fifty miles off the northwest coast of British Columbia, Florence Davidson grew up in an era of dramatic change for her people. On of the last Haida women to undergo the traditional puberty seclusion and an arranged marriage, she followed patterns in her life typical of women of her generation. Florence’s narrative -- edited by Professor Blackman from more than fifty hours of tape recordings -- speaks of girlhood, of learning female roles, of the power and authority available to Haida women, of the experiences of menopause and widowhood. Blackman juxtaposes comments made by early observes of the Haida, government agents, and missionaries, with appropriate portions of the life history narrative, to portray a culture neither traditionally Haida nor fully Canadian, a culture adapting to Christianity and the imposition of Canadian laws. Margaret Blackman not only preserves Florence Davidson’s memories of Haida ways, but with her own analysis of Davidson’s life, adds significantly to the literature on the role of women in cross-cultural perspective. The book makes an important contribution to Northwest Coast history and culture, to the study of culture change, to fieldwork methodology, and to women’s studies.
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 | 0.008 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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