A conceptual model for empowering bank's human resources: A case study of Tejarat bank of Iran
Why this work is in the frame
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Bibliographic record
Abstract
In this paper, we study the impact of structural factors on empowering employee in banking sector. The proposed study of this paper selects 1859 employees who work in 11 different areas of an Iranian bank called Tejarat. The proposed study of this paper discusses the finding associated with two departments of engineering and administration. Using a standard questionnaire, we gather the necessary data and the results are validated using Cronbach Alpha and factor analysis. We have used five different regression techniques to analyze the data and independent variables include complexity, formality and concentration. In addition, the dependent variables include self-effectiveness, self-organization, meaningful, self-acceptance and trust. The results indicate there is no correlation among structural components in engineering and administration areas.
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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 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.001 | 0.001 |
| 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