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Record W2153306627 · doi:10.7202/1012801ar

Perceptions des professionnels de leurs pratiques auprès des parents de jeunes enfants

2012· article· fr· W2153306627 on OpenAlexaffvenue
Francine de Montigny, Carl Lacharité

Bibliographic record

VenueEnfances Familles Générations · 2012
Typearticle
Languagefr
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsUniversité du Québec à Trois-RivièresUniversité du Québec en Outaouais
Fundersnot available
KeywordsHumanitiesSociologyPsychologyArt

Abstract

fetched live from OpenAlex

Cette étude vise à décrire les croyances et les perceptions des intervenants de leurs pratiques professionnelles et à examiner la nature des relations entre leurs croyances, leurs perceptions des parents ainsi que les principes et les pratiques qu’ils adoptent. Une étude quantitative descriptive et corrélationnelle effectuée auprès de 203 intervenants révèle un modèle de l’engagement des professionnels dans les soins et les services à l’égard des parents de jeunes enfants. Lorsque les intervenants adoptent des principes d’empowerment, ils perçoivent les parents qu’ils côtoient plus positivement et réussissent à mettre en place des pratiques professionnelles collaboratives auprès des parents de jeunes enfants en contexte de vulnérabilité.

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)0.004
metaresearch head score (Gemma)0.011
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.050

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.130
GPT teacher head0.442
Teacher spread0.313 · 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

Citations19
Published2012
Admission routes2
Has abstractyes

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