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Record W4416040875 · doi:10.18357/ijcyfs162-3202522522

YOUTH HOMELESSNESS IN CROATIA: PATHWAYS, CHALLENGES, AND SUPPORT SYSTEMS

2025· article· en· W4416040875 on OpenAlexvenueno aff
Marijana Kletečki Radović, Ela Rukavina Lapov

Bibliographic record

VenueInternational Journal of Child Youth and Family Studies · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsnot available
Fundersnot available
KeywordsThematic analysisSocial supportMental healthQualitative researchSocial assistanceFace (sociological concept)WelfareWelfare system

Abstract

fetched live from OpenAlex

Youth homelessness is a complex issue. The experience of living in alternative care, combined with a lack of support, is a key risk factor that increases the likelihood of youth becoming homeless. This study aimed to explore the lives of homeless youth through their personal experiences, focusing on their pathways to homelessness and the support they would have required to avoid it. Qualitative research was conducted with six young people aged 15 to 29 who were homeless and residing in a shelter in Zagreb. Data were collected through semi-structured interviews and analyzed using a thematic analysis approach. The results showed that the participants all had a background in alternative care, often with multiple placements while in care. Key factors contributing to homelessness included aging out of the care system, broken family relationships, mental health issues, and unemployment. The findings showed that these young homeless individuals primarily relied on formal support systems. They emphasized the need for practical assistance, access to social welfare assistance, professional support and empowerment, and emotional support from trusted individuals. This research underscores the importance of providing targeted, systematic, support to help young homeless people overcome the challenges they face on their path to a stable and independent life.

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)0.001
metaresearch head score (Gemma)0.001
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: Empirical
Teacher disagreement score0.027
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0020.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.089
GPT teacher head0.380
Teacher spread0.291 · 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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