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Record W4319717550 · doi:10.7202/1095941ar

Un espace-temps singulier

2023· article· fr· W4319717550 on OpenAlexvenueno aff
M. Labrunie

Bibliographic record

VenueNouvelles pratiques sociales · 2023
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Cet article met en lumière et analyse les représentations et les modalités des pratiques de proximité rencontrées entre professionnelles de l’action sociale et personnes travailleuses du sexe (TDS) dans le cadre d’un projet financé par le ministère de la Santé français. Le projet ethnographié s’inscrit dans un programme national s’appuyant sur 28 projets expérimentant diverses mises en application de l’accompagnement à la santé dans la perspective de créer un dispositif national pérenne. Ce travail multisitué fait dialoguer trois configurations spécifiques mettant en valeur les singularités d’actions présentes dans les lieux de mobilisation (LM) de trois villes du sud-ouest de la France. Les données recueillies sont le fruit de 10 mois de terrain jalonnés de temps d’observations exploratoires puis participantes, ayant abouti à la réalisation de 45 entretiens. Il s’agit ici, d’une part, de montrer comment les professionnelles de l’intervention ont pensé, construit et établi la relation avec les personnes accompagnées et, d’autre part, de renseigner comment les personnes accompagnées envisagent cette proximité au coeur du travail des professionnelles de l’association, s’en approprient les savoir-être, les savoir-faire implicites et s’y engagent.

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)0.002
metaresearch head score (Gemma)0.005
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: none
Teacher disagreement score0.055
Threshold uncertainty score0.183

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0060.005
Scholarly communication0.0080.008
Open science0.0010.005
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0550.014

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 head0.240
GPT teacher head0.457
Teacher spread0.217 · 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
Published2023
Admission routes1
Has abstractyes

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