“A Part of the People”: Human-Dog Relationships among the Northern Coast Salish of 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
Many Indigenous People value dogs as hunting aides, draft animals, sources of fiber and food, protectors, and as companions. To better understand the close human-dog relationship among the Northern Coast Salish Tla'amin, we bring together several lines of evidence, including ethnographic information, interviews, and ancient DNA of archaeological dog burials. All indicate that dogs were an important part of ancestral Tla'amin culture and society. Local knowledge, including oral traditions, reflects the long-term social importance of dogs in mundane and ritual spheres. Tla'amindog relationships were focused on special breeding and training practices that enhanced the hunting skill of dogs and reinforced the bond between dog and owner. Ancient DNA analysis of 17 skeletal dog remains (3500–430 BP) from six archaeological sites confirmed that domestic dogs have a long and continuous history in Tla'amin territory, culture, and identity. DNA analysis of the D-loop region of mitochondrial DNA revealed haplotypes that were shared across broad regions and others that were unique to more localized culture areas, reflecting gene flow between dog populations via ancient social networks. Our study highlights the value of integrating archaeological data, genetic studies, and local knowledge to achieve a fuller understanding of the close relationship between dogs and humans.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it