Landscape Archaeology of the Chuchuwayha Sacred Site (British Colombia, Canada)
Bibliographic record
Abstract
ABSTRACT New research is being conducted at the Chuchuwayha sacred site (British Columbia, Canada) at the request of the Upper Similkameen Indian Band, who want to pass on the site's history to future generations. The project's aims were to determine when this site in the glacial Similkameen Valley became accessible to human communities, to reconstruct the formation of the surrounding landscape, and to describe the rock shelter's evolution during the period of human frequentation (rock art). To this end, we combined geomorphological, archaeometric, and geochemical (cosmogenic dating) data to construct a robust chronological framework for the site's evolution and human occupations. Results showed that the Similkameen Valley became ice‐free 18,000 years ago, that the site's morphology was shaped by postglacial processes, and that its general topography had formed around 7000 years ago. The site's morphology—a rock shelter behind a mound of rockfall boulders—created a trap for eolian and autochthonous sediments, which have preserved a record of human occupations. Our multidisciplinary approach also enabled us to determine age ranges for the shelter's paintings, to draw up a new time frame for human occupations of the site, which lies on a traditional Syilx trail, and to relate these occupations to changes in the surrounding landscape.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".