The Archaeology of the Scowlitz Site, SW British Columbia
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper summarizes the results of six seasons of archaeological fieldwork conducted at the Scowlitz site located at the confluence of the Harrison and Fraser Rivers in SW British Columbia, Canada. Research beginning in 1992 has revealed a complex sequence of site use beginning with a residential occupation about 3000 years ago. After some 1500 years the site became a cemetery, featuring some of the best preserved examples of the burial mound and cairn complex remaining on the Northwest Coast. Then, 1000 years ago, the site added seasonal use for resource processing while continuing as a cemetery. In the protohistoric and historical periods the site was used as a fishing camp and, still, as a cemetery. We discuss the implications of the Scowlitz site for understanding the development of complex hunting-fishing-gathering societies on the Northwest Coast.
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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 | 0.001 | 0.001 |
| 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 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it