Characteristics of Consumers' Behavior in Shopping of Food Products in the Market of Bosnia and Herzegovina
Why this work is in the frame
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Bibliographic record
Abstract
The aim of the study is to systematize factors influencing consumers' decisions relating to the purchase of food products in Bosnia and Herzegovina (BiH), to determine their importance for consumers and establish consumer perception of domestic food products in relation to the imported ones on BiH market. In the paper, factor analysis was used which showed that the first factor included a group of quality-related features. The second factor includes features related to the brand image, i.e. its market positioning. Although BiH has a much lower level of living standard than developed countries, the price is not the main criterion when deciding about purchasing food products. In addition, research results show that there is a high level of consumer confidence in domestic food products in BiH.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.000 | 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 it