Satisfaction with the quality of life on Croatian small islands: Zlarin, Kaprije and Žirje
Bibliographic record
Abstract
The purpose of this study is to determine the levels of satisfaction with various life domains that constitute objective conditions of the quality of island life, and which influence the perception of islanders’ personal well-being among the inhabitants of three small islands (Zlarin, Kaprije and Žirje) in Croatia. The obtained results are based on a resident survey (N=141). A quality of life assessment was carried out by recognizing the specificity of an island’s surface area and its population (small communities, mostly elderly people), as well as by evaluating choices that respondents perceive to be important for their well-being. Based on applied multivariate analyses, the research suggests that life satisfaction, besides a significant correlation with material status (income), is also greatly affected by the extent of preserved social values, common to the rural communities to which the observed islands belong, such as the closeness of personal relationships (level of acceptance in the local community, solidarity) and the social order maintained through informal control (which provides a sense of security). Both islanders who have never lived off their island, as well as returnees and in-migrants, positively value the way of life in island communities.
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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 | 0.002 | 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) | 0.000 | 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".