Fish Weirs and an Interior Salmon Fishery on the Nautley River, Central British Columbia
Bibliographic record
Abstract
Portions of wood stake salmon fishing weirs have been recorded in the Nautley River of central British Columbia dating from roughly the 13th to early 20th century A.D. The factors contributing to the preservation and detection of these features are considered, along with their spatial arrangement, and it is argued they are the remains of wood fence and basket trap weirs used to harvest sockeye salmon. The early dates and the fact that these features have survived at all have significant implications for interpretations of the development of the ethnographically described salmon focused cultures of this area, and the network of relationships they developed to compensate for cycles in sockeye abundance. It is argued here that weirs are not a result of recent diffusions, and that there is potential for the remains of similar features to be found in other streams of the region, such that long-term cultural adaptations can be better defined.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.022 |
| 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".