Uses and Gratifications Achieved for Jordanian and Bahraini Youths Watching Dubbed Series and Movies a Field Study on the Students of Yarmouk and Bahrain Universities
Bibliographic record
Abstract
This study aims to find out the uses and gratifications achieved for Jordanian and Bahraini youths watching dubbed series and movies. It also seeks to identify the motives of uses of young university students watching dubbed series and movies. The sample of the study consisted of 1,500 individuals. As far as the researchers know, this study is one of the first in both Jordan and Bahrain, which deals with the uses of university students of dubbed series. Results showed that the vast majority of respondents or 86.6% watch dubbed series and movies. Also 2-3 hours category of watching formed the top category by 49.7%.The individual watching came in the first place, represented by 40.6%. The small screen (TV) is considered the most watched media for dubbed series and movie by 67.1%.
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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 | 0.001 | 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".