The Ego Depletion and Its Relationship with the Future Anxiety among the University Female Students
Bibliographic record
Abstract
The study aims to identify the degree of ego depletion and future anxiety and the relationship between both of them among the university female students. Researchers relied on the descriptive correlation method and prepared an ego depletion and future anxiety scale, and implement it on the study sample that consists of (560) female students at the Princess Alia University College after ensuring the appropriateness of their Seikometric characteristics. The study results found a statistically significant positive correlation between the ego depletion and future anxiety among the study sample, and the degree of ego depletion and future anxiety came medium. Results also showed that ego depletion acts as a good predictor of the future anxiety. In light of these results the study recommended the school administrations to provide students with the study environment that challenges their capabilities and provide them with the psychological safety to deal successfully with the future anxiety.
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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 | 0.001 | 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 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".