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Record W6992630567

Matriarchal legacy: Intergenerational research empowering st’at’imc women through nxekmenlhkálha múta7 nt’kamenlhk’álha (st’at’imc laws and way of life)

2025· dissertation· en· W6992630567 on OpenAlexaboutno aff

Bibliographic record

VenueResearch Commons (University of Waikato) · 2025
Typedissertation
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousNarrativePsychological resilienceColonialismNarrative inquiryWork (physics)
DOInot available

Abstract

fetched live from OpenAlex

This thesis explores how physical literacy, which is defined here as the physical quadrant in the St’at’imc medicine wheel, mitigates trauma and promotes healing for St’at’imc matriarchs and survivors of the Canadian residential school system; it does this by highlighting stories of resilience, resistance, and finding strength in unexpected places. Initially, the study aimed to document the healing journey of twenty Indigenous residential school survivors through sport. However, the Covid-19 pandemic in 2020 and the re-discovery of the 215+ Le Estcwicwéy̓ (“the Missing”) Indigenous children at the Kamloops Indian Residential School in 2021 re-traumatized potential participants. In response to these events and ethical considerations, the research shifted focus to the Nxekmenlhkálha múta7 Nt’ákmenlhk’alha (St’at’imc laws and way of life), narratives of survivance, and intergenerational healing through research. As a matriarch of the Ts’al’alh band from the St’at’imc Nation, my narrative intertwines with those of three St’at’imc matriarchs and residential school survivors. Utilizing Indigenous story work and narrative inquiry, the study amplifies our lived experiences, emphasizing survivance rather than sport and showcasing the resilience and endurance of Indigenous women through Nxekmenlhkálha múta7 Nt’ákmenlhk’alha. This thesis represents a personal and collective journey through family and community knowledge. It demonstrates the integration of intergenerational research with my own family, including my aunties, and my children. Through an Indigenous worldview, the research reveals the strengths of children as they grow, providing them opportunities to enhance their skills and explore their culture. The study offers a space of cultural resurgence within a colonial system, promoting healing and resilience among the St’at’imc people.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.677
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0140.002
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.075
GPT teacher head0.397
Teacher spread0.323 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

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