Bibliographic record
Abstract
This article examines the extent to which the adoption of the horse created a transition in modes of production from hunting and gathering to nomadic pastoralism by tracing the horse's impact on Blackfoot settlement patterns and landscape use during the Precontact and Postcontact periods on the Northwestern Plains. While changes in hunting techniques, raiding frequencies, and certain social implications such as status and wealth differentiation have been studied from an ethnohistoric perspective, less work has been done to trace the subtle changes to patterns of landscape use that may have directly resulted from the adoption of horse husbandry by the Blackfoot people. This study applies Geographical Information Systems (GIS) technology to broadly distributed Precontact- and Contact-period archaeological sites of Alberta, Saskatchewan, and Montana to reveal the role of horse husbandry on landscape use in the Northwestern Plains. This research expands on previous ethnohistorical work, while also contributing a new, material dimension to the dynamics of this transition at various spatial scales.
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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 | 0.000 | 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 | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".