MétaCan
Menu
Back to cohort
Record W6989618821

Being Métis: A music therapist’s experience of ancestry, spirituality and reconceptualization

2022· dissertation· en· W6989618821 on OpenAlexaboutno aff

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2022
Typedissertation
Languageen
FieldPsychology
TopicMusic Therapy and Health
Canadian institutionsnot available
Fundersnot available
KeywordsSpiritualityIndigenousMusic therapyGovernment (linguistics)Music educationThe artsRelation (database)Traditional knowledgeWonder
DOInot available

Abstract

fetched live from OpenAlex

The Métis people are a distinct Indigenous group within Canada who identify with their own customs, traditions, and ways of knowing that include spiritual practices. This research aimed to explore spirituality in relation to the Métis culture, as I, a certified music therapist, explored my Métis ancestry including history, artistic culture, healing traditions, and ways of knowing. The data consisted of personal journal reflections, free writing and poetry. The analysis focused on how this impacted me personally, spiritually, and professionally. A heuristic self-inquiry research methodology was used and conducted in accordance with the guidelines established by Moustakas (1990). Data was analyzed using Neuman’s (2006) coding analysis methods. Findings elucidated three main categories of personal learning; learning from the outside-in, learning from the inside-out, and the extended journey. These findings have significant personal implications that will be discussed along with the clinical implications that the data analysis highlighted. Although there is a growing awareness of decolonizing methodologies and their place within educational institutions and government policies, literature on music therapy and the Métis culture is scant. Dr. Carolyn Kenny (1946-2017), a renowned music therapy pioneer and Indigenous scholar has provided a critical foundation that connects Indigenous ways of knowing to the music therapy research, theory, and practice. I aim to contribute to the literature through insights into my own spiritual well-being and by sharing the on-going intricacies and challenges of the Métis people of Canada, therefore implications for further research, education and training are discussed.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.989
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0190.022
Scholarly communication0.0080.006
Open science0.0020.013
Research integrity0.0030.008
Insufficient payload (model declined to judge)0.0030.000

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 head0.090
GPT teacher head0.380
Teacher spread0.290 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueSpectrum Research Repository (Concordia University)Same topicMusic Therapy and HealthFrench-language works237,207