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Record W4390747831 · doi:10.14428/emulations.045.08

Enjeux et perspectives dans l’étude des politiques publiques du corps sain

2023· article· fr· W4390747831 on OpenAlexaff
Brice Favier-Ambrosini

Bibliographic record

VenueEmulations - Revue de sciences sociales · 2023
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversité du Québec à Chicoutimi
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Le texte propose tout d’abord de revenir sur les axes de réflexion transversaux aux différents articles composant ce numéro thématique de la revue Émulations et qui nous semblent soulever des enjeux importants concernant la sociologie des politiques publiques du corps sain. Sont ainsi abordées les questions de la multiplication voir de l’éparpillement des politiques publiques en matière de santé ; des modèles normatifs qui sont au cœur de ces politiques ainsi que les éventuelles résistances à ceux-ci ; des rapports de domination qui se jouent dans les processus d’impositions/résistances aux normes de santé. D’autre part nous nous proposons d’esquisser des pistes de recherche futures qui pourraient être fécondes quant à la thématique traitée dans ce dossier, et qui s’appuient sur les propositions des chercheurs.ses du présent numéro. Enfin, nous émettons quelques réflexions épistémologiques qui nous semblent recouvrir des enjeux forts concernant l’étude des politiques publiques du corps sain.

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)0.011
metaresearch head score (Gemma)0.016
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 score0.015
Threshold uncertainty score0.087

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.016
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.005
Science and technology studies0.0070.024
Scholarly communication0.0150.014
Open science0.0020.005
Research integrity0.0060.009
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 head0.179
GPT teacher head0.410
Teacher spread0.231 · 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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