MétaCan
Menu
Back to cohort
Record W4411363558 · doi:10.5206/notabene.v18i1.22223

Reclaiming Oral Knowledge: Indigenous Classical Musicians’ Decolonial Approaches

2025· article· en· W4411363558 on OpenAlexaffvenue
Emily Granville

Bibliographic record

VenueNota bene · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicDiverse Musicological Studies
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsIndigenousTraditional knowledgeSociologyEpistemologyPhilosophyBiologyEcology

Abstract

fetched live from OpenAlex

Since the nineteenth century, ethnographers and ethnomusicologists have collected Indigenous cultural materials across Turtle Island, archiving them in museums and government spaces. This paper supports the argument that archiving does not ‘preserve’ the music but prevents traditional and wholistic ways of living and learning by undervaluing oral knowledge. In turn, archival materials become static. However, due to the attempted erasure of Indigenous culture, these archival materials have become more valuable to Indigenous communities who seek to reclaim and decolonize them within the archives today. Through an analysis of the creative processes of Indigenous musicians Jeremy Dutcher and Cris Derksen this paper argues that these artists’ work decolonize and legitimize oral knowledge through their compositional processes. Dutcher and Derksen’s work challenge the preconceived thought that oral traditions cannot be a trusted source of knowledge that has been passed down by Indigenous communities from generation to generation.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.950
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.227
GPT teacher head0.276
Teacher spread0.049 · 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 designNot applicable
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 routes2
Has abstractyes

Explore more

Same venueNota beneSame topicDiverse Musicological StudiesFrench-language works237,207