Hand Immersion in Cold Water at 5°C in Sub-Arctic Algonkian Indian Males from Two Villages: A European Admixture Effect?
Why this work is in the frame
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Bibliographic record
Abstract
Data from adult men in two Algonkian Indian villages in the Eastern Subartic (Northern Ontario) are presented for anthropometric measurements and for thermal response to a cold-induced vasodilation test involving hand immersion in 5°C water. Historical evidence and results from studies of genetic admixture suggest that the population of the villages differ significantly in the frequency of “Caucasian” genes.It is argued that differences in thermal response to cold-water exposure are related to the different amounts of genetic admixture which each village has experienced, rather than to the effects of small sample size, clinal distributions of thermal responses, or other variables.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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 | 0.003 |
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