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Record W4412804457 · doi:10.51363/unifr.lma.2025.022

Soutien à la parentalité en protection de l’enfance

2025· dissertation· fr· W4412804457 on OpenAlexaboutno aff
Oriane Blanc

Bibliographic record

Venuenot available
Typedissertation
Languagefr
FieldSocial Sciences
TopicSocial Policies and Family
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

Ce travail s’intéresse aux défis rencontrés par les professionnel·le·s de la protection de l’enfance lors d’interventions visant le soutien des parents en contexte interculturel. À partir d’une revue de littérature centrée sur les contextes suisse, français et québécois, il met en avant les obstacles liés à l’établissement d’une collaboration avec les familles, à l’évaluation de la maltraitance dans un contexte de normes éducatives divergentes et au manque de ressources. Ce travail analyse également les différentes postures d’intervention adoptées par les professionnel·le·s, en distinguant les approches de contrôle, souvent influencées par une vision universaliste et normative, et les postures de collaboration, valorisant l’écoute, la reconnaissance des références culturelles et la co-construction de l’intervention. L’analyse s’appuie sur des modèles théoriques et met en avant les risques découlant des pratiques non adaptées, notamment les conflits entre professionnel·le·s et parents et la marginalisation des familles. Enfin, ce travail aborde les pratiques recommandées par la littérature scientifique, qui soulignent l’importance d’une approche interculturelle nuancée, dépassant l’opposition entre l’universalisme et le relativisme culturel et encourageant la reconnaissance des ressources parentales et la collaboration avec les familles. Les limites du travail et des pistes pour de futures recherches sont également discutées.

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)0.022
metaresearch head score (Gemma)0.031
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.170
Threshold uncertainty score0.337

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.031
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0070.017
Scholarly communication0.0080.006
Open science0.0020.006
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0100.001

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 head0.020
GPT teacher head0.348
Teacher spread0.328 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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