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
Native Americans and Canadians are largely romanticised or sidelined figures in modern society. Their spirituality has been appropriated on a relatively large scale by Europeans and non-Native Americans, with little concern for the diversity of Native American opinions. Suzanne Owen offers an insight into appropriation that will bring a new understanding and perspective to these debates. This important volume collects together these key debates from the last 25 years and sets them in context, analyses Native American objections to appropriations of their spirituality and examines âNew Age’ practices based on Native American spirituality. The Appropriation of Native American Spirituality includes the findings of fieldwork among the Milkman of Newfoundland on the sharing of ceremonies between Native Americans and First Nations, which highlights an aspect of the debate that has been under-researched in both anthropology and religious studies: that Native American discourses about the breaking of âprotocols’, rules on the participation
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 | 0.001 | 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 | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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