ARCTIC HUNTERS, AMERICAN EXPLORERS, ADVENTURERS, AND ANTHROPOLOGISTS: The ex‐Museum of the American Indian Collection of Kayaks at the Canadian Canoe Museum
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 This case study introduces a legacy collection of historic Indigenous Arctic watercraft from North America and Greenland, composed of ten kayaks and an umiak, that were originally at the Museum of the American Indian/Heye Foundation (whose collections now form the core collection of the National Museum of the American Indian) in New York City. The collection was formed in the early twentieth century, sold to the Kanawa International Museum of Canoes, Kayaks and Rowing Craft in the 1970s, and acquired by the Canadian Canoe Museum in the 1990s. The museum catalog cards that accompanied the transfer of the MAI collection contain information about provenance and location. This article examines the provenance information, archival documentation, and related primary sources to explore the background of some of the early‐twentieth‐century Arctic hunters and non‐Indigenous explorers and adventurers associated with these heritage items.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.018 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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