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Record W7157584071 · doi:10.7202/1124597ar

Les guitares nomades

2025· article· fr· W7157584071 on OpenAlexvenueno aff
Valentine Salazard-Sgambato

Bibliographic record

VenueAnthropologie et Sociétés · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicAfrican Studies and Geopolitics
Canadian institutionsnot available
Fundersnot available
KeywordsIdentity (music)LienEthnographyProduct (mathematics)

Abstract

fetched live from OpenAlex

Cet article se penche sur la place qu’occupe la guitare dans les expériences migratoires des Touaregs installés en France. À partir d’une enquête ethnographique menée auprès de musiciens et de membres de la diaspora, l’analyse met en lumière l’instrument comme un moyen de transmission culturelle, un lien affectif avec le pays d’origine, mais aussi un objet de négociation identitaire. Le texte examine les sens multiples de la guitare : son rôle dans l’expression de la nostalgie, ses usages dans les rassemblements communautaires ou encore les formes de reconnaissance et/ou de contraintes liées à sa pratique. Car si la guitare est un objet d’expérimentation et de création, elle est aussi traversée par des attentes esthétiques et politiques, tant du côté des publics diasporiques que du côté du public occidental. À travers cette étude, il s’agira donc de comprendre comment la guitare touareg cristallise des tensions, tout en ouvrant des possibles pour réfléchir aux liens entre musique, exil et appartenance.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.032
Threshold uncertainty score0.063

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.003
Scholarly communication0.0030.002
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0120.001

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 head0.287
GPT teacher head0.628
Teacher spread0.342 · 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 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 routes1
Has abstractyes

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Same venueAnthropologie et SociétésSame topicAfrican Studies and GeopoliticsFrench-language works237,207