Bibliographic record
Abstract
In addressing the necessity of cultural transmission from one generation to the next, this ethnographic study examines ways that Indigenous canoe journeys enable communication of ancestral teachings and traditions, particularly to Kw‟umut Lelum youth. The objective is to identify how experiences and interactions within Indigenous canoe journeys, specifically Tribal Journeys, can connect youth to traditions, environments, Elders, other individuals, and each other. Drawing on interviews with adults and participant observation, I consider relational themes of self and identity to explore the cultural impact on the young people as they participate in Tribal Journeys 2010 and symbolic ceremonies within it. Through qualitative inquiry and inductive reasoning, this interpretive epistemological approach includes concepts specific to the Indigenous research paradigm and uses a performative narrative to present results. Kw‟umut Lelum Child and Family Services is a society committed to the well-being of Indigenous children residing within nine Coast Salish communities on Vancouver Island. The agency focuses on family, community, and sacredness of culture as guided by the Snuw‟uy‟ulh model, which uses the teachings of the present to unite the past and future. Tribal Journeys is a significant cultural event that upholds the Snuw‟uy‟ulh principles while facilitating the communication of ancestral teachings and traditions. \nKeywords: Indigenous, canoe, youth, culture, tradition, Coast Salish, narrative, perform
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.013 | 0.009 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".