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Record W4416039682 · doi:10.18357/ijcyfs162-3202522514

EXPERIENCES OF EXPERTS INVOLVED IN THE IMPLEMENTATION OF THE EXTENDED PROFESSIONAL PROCEDURE FOR CHILDREN WITH PROBLEMS IN BEHAVIOR

2025· article· en· W4416039682 on OpenAlexvenueno aff
Ivana Đurek Setinšek, Marijana Majdak

Bibliographic record

VenueInternational Journal of Child Youth and Family Studies · 2025
Typearticle
Languageen
FieldPsychology
TopicChild and Adolescent Psychosocial and Emotional Development
Canadian institutionsnot available
Fundersnot available
KeywordsFocus groupThematic analysisPerceptionQualitative researchWork (physics)Qualitative property

Abstract

fetched live from OpenAlex

The extended professional procedure (EPP) is carried out at primary schools as a special form of preventive work with children who manifest problems in their behavior and their primary environment. This paper aimed to investigate the experiences of experts — educators with backgrounds in social work, social pedagogy, or psychology, involved in the implementation of the EPP. We considered three research questions to investigate: (1) behavioral problems of children who participate in the EPP, (2) educators’ experiences with the implementation of the EPP, and (3) educators’ ideas for improving the program. For data collection, a qualitative focus group method was used, which included experts who have implemented the EPP; for data analysis, thematic qualitative analysis was used. The results show that children who were included in the EPP often manifested milder types of risky behaviors and usually came from families burdened with difficulties, a known risk factor for behavioral problems. Experiences of educators with the implementation of the EPP were both positive and negative. The negative aspects were mainly related to cooperation with the pedagogical service, social work institute, and parents, while the positive aspects were mainly related to the children’s perception of the program and the experts. The experts’ proposals and recommendations included improving the program by developing a clear definition of the EPP in both theory and practice, then paying strict attention to that definition.

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)0.014
metaresearch head score (Gemma)0.027
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 score0.014
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.027
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0060.005
Scholarly communication0.0020.003
Open science0.0010.006
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.028
GPT teacher head0.354
Teacher spread0.326 · 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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