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
The aim of the study was to examine the psychological resilience of the Syrian refugee children (11-18 ages) and their acculturation strategies.The quantitative data were collected from 957 Syrian refugee children and the qualitative data were collected from six people having working experience with Syrian refugee children. “Child and Youth Resilience Measure-12”, “Vancouver Index of Acculturation”, “Social Contact Scale-R”, “Multidimensional Scale of Perceived Social Support”, “Sense of School Belonging Subscale”, General Self-Efficacy Scale”, “Children's Hope Scale”, and “Turkish Proficiency Level Questionnaire” were used in data collection process. “Vancouver Index of Acculturation” was adapted to Turkish and Arabic, “Social Contact Scale-R” and “Sense of School Belonging Subscale” were adapted to Arabic. The results of the research showed that high level of hope, perceived social support from family, quantity of social contact and sense of school belonging increased the psychological resilience of the Syrian refugee children. When the integration strategy was taken as a reference category, Syrian refugee children with low quality and quantity of social contact, low perceived social support from friends and low hope level, and high perceived social support from significant others use separation strategy. Syrian refugee children with the low perceived social support from friends and family, and low hope level and high quantity of social contact prefere assimilation. Syrian refugee children with the low hope level, low quality of social contact, low perceived social support from family and low sense of school belonging level prefere marginalization. Additonally, the qualitative findings of the study supported the quantitative results.
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) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.010 | 0.003 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.003 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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.
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