Contributions of the United States Geological Survey to the Documentation of Alaska Native Names, 1950–75
Why this work is in the frame
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Bibliographic record
Abstract
AbstractThe mapping of Alaska, primarily at the beginning of the twentieth century· and again just after the middle of the century, documented thousands of native-language placenames. A recent study of the placenames of a 3,800-square-mile area centered on the Stevens Village ancestral lands adjacent to the Yukon River provided the correct forms of more than 200 Athabaskan placenames, and rescued much of the oral system that had fallen into disuse. A systematic review should be undertaken of the approximately 3,000 Alaska native names collected in the 1950-75 period so that more accurate versions could be considered for adoption. An essential resource for such a review is Donald Orth's 1967 Dictionary of Alaska Place Names, which provides precise citations of sources.
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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 | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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) | 0.002 | 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