Unaccompanied minors’ needs and the child welfare response
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Summary This study examines a sample of 1705 cases of unaccompanied and separated children (UASCs) included in a pilot project for early recovery child protection intervention. The project was started in two Southern Italian regions; multidisciplinary teams ensured an immediate intervention at the moment of disembarkation, working on children engagement and need assessment. Data were gathered about minors’ characteristics and services activated. Descriptive information was selected to develop a profile of cases and bivariate analysis was used to assess the relationship between case characteristics and outcomes. Findings The UASCs belong to 38 different nationalities, forming a very diverse group in terms of culture, reasons for leaving their country and past experiences, most of them traumatic. A high number of children were victims of torture, maltreatment, and human trafficking. The empirical evidence highlights that, at the end of the intervention, the majority of UASCs were still hosted in first-level facilities that could respond to basic needs only. Second-level centres were not always equipped to promote their integration process. Applications Findings suggest that even if an early child protection intervention to identify children’s strengths and vulnerabilities was crucial for the children engagement, a parallel action for advocacy at national and European level needs to be carried out to raise awareness about human rights violations, the complexity of these minors’ needs, and the necessity to promote adequate services in the reception system, giving voice to these children.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it