Shxwexwó:s (Place of the Thunderbird), A Terraced Hillside Settlement on the Harrison River: Examining an Undocumented Form of Residential Landscape
Bibliographic record
Abstract
The hillside settlement of Shxwexwó:s (Place of the Thunderbird) (DhRl-97) is located in the midst of a densely settled residential landscape at the confluence of the Chehalis and Harrison Rivers in southwestern British Columbia. Hillside settlements such as Shxwexwó:s have rarely been investigated archaeologically anywhere in the Salish Sea or Northwest Coast, which may contribute to major gaps in our understanding of past land use and social histories. Our mapping and excavations indicate that as many as 40 family-sized groups created platforms on which they could erect small houses primarily between approximately 1500 and 1200 cal BP. Faunal and botanical evidence reveals people were living on these platforms through much of the year, hunting for deer and other mammals, harvesting plants, and fishing for salmon. Artifact distributions and analyses reveal that wide-ranging activities occurred across a large portion of the site and that people had access to a variety of local and non-local tool stone materials.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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 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".