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Record W3207465750 · doi:10.4000/rfsic.11835

Designers et ergonomes à l’épreuve de la reconnaissance professionnelle : un essai de comparaison entre deux cultures de la conception dans l’industrie française des télécommunications

2021· article· fr· W3207465750 on OpenAlexaff
Stéphane Vial, Thomas Watkin

Bibliographic record

VenueRevue française des sciences de l’information et de la communication · 2021
Typearticle
Languagefr
FieldEngineering
TopicDesign Education and Practice
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsHumanitiesPolitical scienceSociologyPhilosophy

Abstract

fetched live from OpenAlex

L’objectif de cet article est d’éclairer la spécificité de deux cultures de conception, celle des designers et celle des ergonomes, en mettant à profit l’exercice de la comparaison pour identifier les caractéristiques de leurs cultures professionnelles respectives. En combinant des données issues d’une intervention de consultance en entreprise et celles issues de plusieurs entretiens réflexifs réalisés après l’intervention, nous cherchons à enquêter de manière originale sur des traits culturels propres à chacun des deux métiers (designer, ergonome), en mobilisant la notion sociologique de culture professionnelle. Dans un premier temps, nous présentons le contexte théorique et professionnel de l’étude de la culture professionnelle pour appréhender la conception des ergonomes et des designers (section 1). Ensuite, la méthodologie dite post interventionnelle décrit les ateliers menés pendant l’intervention et une série d’entretiens post-intervention (section 2). Enfin, nous distinguons trois pistes de résultats sous la forme d’un essai comparatif de la culture professionnelle des deux métiers : des complémentarités malgré une mission commune, un effet de hiérarchie du design par une domination des designers sur les ergonomes, et une représentation de leurs savoirs-faire partagée selon le sens donné à leurs compétences (section 3).

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)0.031
metaresearch head score (Gemma)0.047
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.992
Threshold uncertainty score0.164

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0310.047
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0080.013
Scholarly communication0.0140.009
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0090.001

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 head0.059
GPT teacher head0.360
Teacher spread0.301 · 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.

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

Citations3
Published2021
Admission routes1
Has abstractyes

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