Factors affecting motivation and performance of lawyers in Vietnam
Why this work is in the frame
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Bibliographic record
Abstract
The objective of this paper is to assess the factors affecting the lawyers' motivation in Vietnam through the Emotional Intelligence factor and the factors affecting Lawyer's performance. To accomplish this goal, we conducted a survey for half a year and analyzed data on 960 lawyers, then used SPSS 22 and Smart PLS 3.0 software to analyze the data. The results show that all six factors positively impact Emotional Intelligence. Emotional Intelligence both positively and positively impact Lawyer's Motivation and Lawyer's Performance. At the same time Lawyer's Motivation has a statistically significant positive impact on Lawyer's Performance. Finally, the results of multigroup testing between male and female lawyers are statistically different. From the research results, we propose a few solutions to improve motivation and work efficiency for lawyers in Vietnam.
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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 | 0.001 | 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 | 0.000 | 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