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Record W4303431007 · doi:10.7202/1091511ar

FACTEURS ASSOCIÉS À LA SÉCURITÉ ET À LA REPRISE DU POUVOIR DES FEMMES RECEVANT DES SERVICES D’AIDE EN MATIÈRE DE VIOLENCE CONJUGALE : UNE REVUE NARRATIVE DE LA LITTÉRATURE

2022· article· fr· W4303431007 on OpenAlexvenueno aff
Isabelle Côté, Stéphanie Louis Jean Esprival

Bibliographic record

VenueCanadian social work review · 2022
Typearticle
Languagefr
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceSociologyArt

Abstract

fetched live from OpenAlex

Cet article présente les résultats d’une revue narrative de la littérature, dont l’objectif est de cibler les principaux facteurs associés à la sécurité et à la reprise du pouvoir des femmes recevant des services en matière de violence conjugale. S’appuyant sur un total de 32 articles publiés entre 2014 et 2019, il propose que cinq facteurs influencent positivement ou négativement la sécurité et la reprise du pouvoir de ces femmes : (1) les ressources internes, (2) la qualité et l’accessibilité des ressources et services offerts dans la communauté, (3) le réseau de soutien social, (4) la situation financière, ainsi que (5) le séjour en maison d’hébergement et les services reçus de la part de ressources spécialisées en matière de violence conjugale. Malgré certaines limites qui sont abordées dans l’article, cette revue narrative permet de mettre en lumière des pistes intéressantes pour la recherche et les pratiques d’intervention auprès des femmes victimes de violence conjugale.

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)0.043
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.160
Threshold uncertainty score0.319

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.043
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.005
Science and technology studies0.0050.005
Scholarly communication0.0070.005
Open science0.0010.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0150.001

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 head0.025
GPT teacher head0.322
Teacher spread0.297 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations2
Published2022
Admission routes1
Has abstractyes

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Same venueCanadian social work reviewSame topicIntimate Partner and Family ViolenceFrench-language works237,207