Innovative work behavior of Vietnam telecommunication enterprise employees
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
The telecommunications industry plays an important role in the socio-economic development. In Vietnam, this is one of the industries with rapid growth but unsustainable, promoting the development in width without focusing on depth development. To aim for sustainable growth and deep development, every enterprise needs to consider and implement innovative work behavior (IWB). By both qualitative and quantitative methods, the author focused on researching IWB of Vietnam telecommunications enterprise employees. The results showed that the behavior of innovation should be considered both the behavior of innovative work of individuals and the behavior of innovative work of individuals and colleagues. At the same time, the study also concluded that there were differences in gender, age, education qualification and working experience of Vietnam telecommunication enterprise employees when evaluating and scoring two scales of acts of innovation. Research results contributed both theoretically and practically to scholars and managers of Vietnam telecommunications enterprises.
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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 | 0.000 | 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 | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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