Ancient mitochondrial DNA extraction from Bison bison long bones from Head-Smashed-In Buffalo Jump, UNESCO World Heritage site
Bibliographic record
Abstract
Head-Smashed-In Buffalo Jump (HSIBJ) is a UNESCO World Heritage Site located on the southern end of the Porcupine Hills, near Fort Macleod, Alberta, Canada. Using a system of drive lanes, Indigenous groups drove herds of bison over the cliff edge for thousands of years. The well-stratified deposits at the base of the cliff offer a unique opportunity to investigate the genetic diversity of the American bison before European contact and their genetic bottleneck in the 19th century. We extracted ancient DNA from twenty-one bison long bones, amplified and sequenced the mitochondrial DNA control region. Comparisons between ancient and modern bison populations revealed novel haplotypes in the HSIBJ population, suggesting a loss of genetic diversity due to the bottleneck. Furthermore, we discovered a shared haplotype between the bison hunted at the site and modern populations, which may help elucidate the complex history of living herds.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.021 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".