The determination of shopping satisfaction of tourists visiting One Utama shopping mall
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
Shopping malls are one of the tourism industry's most attractive and dynamic generators of profit. This study focuses on One Utama Shopping Mall, one of the largest and most well-known shopping centres in Malaysia. The research objective is to determine the level of visitor satisfaction at One Utama and understand how it contributes to the mall's growth and retention of clientele. Data are collected by way of stratified random sampling and analysed using SPSS 20.0 software. Results demonstrate a significant relationship between all independent variables related to visitor satisfaction: entertainment activities, management services, and shopping centre design. Moreover, push and pull factors are accounted for in determining motivations for visiting the mall. The conclusions of this study are particularly useful for shopping centre owners and stakeholders looking to promote revenue and growth.
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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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