Toward a geography of foodways in the southern Gulf Islands, Pacific Northwest Coast
Bibliographic record
Abstract
Fine-screen animal bone and Pacific salmon ancient DNA (aDNA) results from Northwest Coast shell midden sites, together with other kinds of material culture, can provide detailed information on foodways, site-specific activities, and sociality. Seasonal use of the landscape may also be revealed through an understanding of place in the southern Gulf Islands of British Columbia, Canada. New results from column sample faunal analysis at the Pender Canal site are considered in conjunction with previously identified fauna. Alongside site characteristics, zooarchaeological and aDNA species identification data are employed to help reconstruct activities that people undertook. These tasks and their social implications at Pender Canal are contextualized with a discussion of several similar data sets from contemporary sites in the region. Temporal patterns in small fish remains and ancient salmon DNA at Pender Canal correspond with region-wide changes in land use, helping us interpret the formation of Coast Salish social relationships and identities over millennia.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".