MétaCan
Menu
Back to cohort
Record W4411929036 · doi:10.4000/14906

Le monde du magazine thématique : le cas de Guitar world (1989-1993)

2025· article· fr· W4411929036 on OpenAlexvenueno aff
Yoan Vérilhac

Bibliographic record

VenueBelphégor · 2025
Typearticle
Languagefr
FieldComputer Science
TopicCultural Insights and Digital Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsGuitarArtHumanitiesPhysicsAcoustics

Abstract

fetched live from OpenAlex

À partir de l’étude du magazine Guitar world, adaptation française d’une licence américaine, publiée entre 1989 et 1993, cet article propose de réfléchir au fonctionnement de la forme éditoriale qu’est le magazine d’intérêt spécialisé, et en particulier à la complexité de l’encodage du pacte de lecture d’une presse culturelle centrée sur le thème de la « guitare ». Associant visée pratique et plaisir esthétique, en effet, le magazine de guitare s’applique à intéresser deux destinataires-modèles, graduellement situés entre professionnalisme et amateurisme, expertise et curiosité, consumérisme et rêverie. Cette étude de cas essaie de qualifier les singularités indéniables du « monde » culturel de la guitare construit, au tournant de 1990, entre autres, par ce type de journal, et ouvre à une réflexion plus générale sur les genres médiatiques appréhendant, de même, les loisirs populaires par le couple utilité pratique/plaisir imaginaire et esthétique (le sport, la cuisine, par exemple).

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 categoriesMeta-epidemiology (narrow), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.629
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
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.082
GPT teacher head0.296
Teacher spread0.214 · 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
GenreOther

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

Same venueBelphégorSame topicCultural Insights and Digital ImpactsFrench-language works237,207