A Drum in One Hand, a Sockeye in the Other
Bibliographic record
Abstract
Winner of the 2023 Donald L. Fixico Award for most innovative book on American Indian and Canadian First Nations History from the Western History Association Honorable Mention for the 15th Annual Labriola Center American Indian National Book Award Foregrounds the importance of Indigenous food in cultural revitalization and healing In the dense rainforest of the west coast of Vancouver Island, the Somass River (c̓uumaʕas) brings sockeye salmon (miʕaat) into the Nuu-chah-nulth community of Tseshaht. C̓uumaʕas and miʕaat are central to the sacred food practices that have been a crucial part of the Indigenous community’s efforts to enact food sovereignty, decolonize their diet, and preserve their ancestral knowledge. In A Drum in One Hand, a Sockeye in the Other , Charlotte Coté shares contemporary Nuu-chah-nulth practices of traditional food revitalization in the context of broader efforts to re-Indigenize contemporary diets on the Northwest Coast. Coté offers evocative stories of her Tseshaht community’s and her own work to revitalize relationships to haʔum (traditional food) as a way to nurture health and wellness. As Indigenous peoples continue to face food insecurity due to ongoing inequality, environmental degradation, and the Westernization of traditional diets, Coté foregrounds healing and cultural sustenance via everyday enactments of food sovereignty: berry picking, salmon fishing, and building a community garden on reclaimed residential school grounds. This book is for everyone concerned about the major role food plays in physical, emotional, and spiritual wellness.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.015 | 0.004 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.105 | 0.022 |
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".