Sociodemographic Correlates of Assimilation of Refugees from Kurdistan
Bibliographic record
Abstract
Successful assimilation of refugees in their host country is an important prerequisite of psychological well-being. Refugees' satisfaction in the new country is one of key indicators of their assimilation. The satisfaction with their host country was assessed for 54 Kurdish refugees of mean age of 35.8 yr. (SD= 10.9) via an 8-item rating scale partly based on Cernovsky's Assimilation Scale. The 36 men and 18 women had resided in the host country for a mean of 4.5 yr. (SD=4.0). An overall score was calculated from ratings of satisfaction with personal safety, health, employment, food, financial security, social life, and entertainment. This overall score was unrelated to age, sex, and employment status. Those who emigrated at a younger age (r = -.28, p = .03) and those with lower education reported more satisfaction with their host country (r = -.28, p = .03) perhaps because they could more easily and rapidly re-establish social status comparable to what they had in their homeland than could older refugees from Kurdistan's higher educational strata.
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How this classification was reachedexpand
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 | 0.000 | 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 | 0.000 | 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) | 0.009 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".