Bibliographic record
Abstract
The aim of this study is to evaluate the relationship between managers' risk ability and organizational innovation in port headquarters and maritime of Hormozgan.Methodology of this study is descriptive -correlational type and statistics population of this study includes all of employees (700 people) and managers (46 people) of port headquarters and maritime of Hormozgan that statistical sampling was used for managers and simple random was used for employees.Organizational innovation questionnaire with reliability of 0/96 and viability of 0/89 and risk ability with reliability of 0/89 and viability of 0/89 were used to collect data.Pearson and Spearman correlation coefficient and multi-variation regression were used.Results showed that there is a direct and meaningful relationship between managers' risk ability and organizational innovation in port headquarters and maritime of Hormozgan.There is a direct and meaningful relationship between understood risk and relational risk of managers and organizational innovation.Relational risk of managers is the most important predictor of organizational innovation.
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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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.998 | 0.995 |
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; both teacher heads agree on what is shown here.
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".