Naamiwan's Drum: The Story of a Contested Repatriation of Anishinaabe Artefacts
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
Naamiwan's Drum follows the story of a famous Ojibwe medicine man, his gifted grandson, and remarkable water drum. This drum, and forty other artefacts, were given away by a Canadian museum to an American Anishinaabe group that had no family or community connections to the collection. Many years passed before the drum was returned to the family and only about half of the artefacts were ever returned to the museum. Maureen Matthews takes us through this astonishing set of events from multiple perspectives, exploring community and museum viewpoints, visiting the ceremonial group leader in Wisconsin, and finally looking back from the point of view of the drum. The book contains a powerful Anishinaabe interpretive perspective on repatriation and on anthropology itself. Containing fourteen beautiful colour illustrations, Naamiwan's Drum is a compelling account of repatriation as well as a cautionary tale for museum professionals
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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