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Record W4293228922 · doi:10.21504/amj.v12i1.2432

Hotness revisited

2022· article· en· W4293228922 on OpenAlexaff
Lyndsey Copeland

Bibliographic record

VenueAfrican Music Journal of the International Library of African Music · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicDiverse Musicological Studies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMetaphorScholarshipEthnographyTrope (literature)AppealAestheticsRelevance (law)SociologyEpistemologyHistoryLiteratureAnthropologyArtPolitical sciencePhilosophyLinguisticsLaw

Abstract

fetched live from OpenAlex

This article revisits a familiar trope in African music studies: “hot rhythm.” By tracing the lineage of the “hot” concept through twentieth and twenty-first century Africanist scholarship, I demonstrate the prevalence of foreign-made metaphors in contemporary African music studies and suggest scholars rethink whose metaphor and whose hotness they employ. What is the relationship of the metaphorically hot to phenomenal sensations of hotness? And what is the relationship of the “hot” concept to lived experiences of heat? I explore the relevance of heat as a material condition and hotness as a condition of being to music making in Africa with reference to ethnographic research with amateur brass band musicians in the Republic of Benin. This essay’s primary contribution is to apply an ecomusicological critique to an enduring climatic metaphor in African music discourse. My appeal to rethink the long-accepted analytical metaphor of “hot rhythm” further strives to destabilise entrenched theories of African music formulated by foreign scholars and instead focus attention on African concepts and experiences.

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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.479
Threshold uncertainty score0.968

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 studies0.0000.001
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0330.000

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 head0.059
GPT teacher head0.203
Teacher spread0.144 · 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

Citations1
Published2022
Admission routes1
Has abstractyes

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