Full
Outline
In the context of industry 5. 0, the integration of artificial intelligence technology has an impact on the decision-making processes, resource allocation methods, behavioral habits of human-robot teams, and governance mechanisms during the construction and operation of projects. However, existing research has overlooked the mechanism of human-robot Interaction and project resilience in the project scenario. Based on the resource orchestration theory, knowledge and dynamic capability theory, a moderated mediation model was constructed to explore the influence mechanism of human-machine interaction on project resilience in the context of industry 5. 0, which resource orchestration was set to the mediating variable, and knowledge potential difference and human-machine trust was set to the moderating variables. Data from 369 project samples were analyzed. The results indicate that human-machine interaction has a significant positive impact on project resilience, which human-machine trust plays a moderating role in this relationship. Resource orchestration serves as a mediator between human-machine interaction and project resilience, while knowledge potential difference positively moderates the mediating effect of resource orchestration in the relationship between human-machine interaction and project resilience. These findings contribute to understanding project teams' behavioral interactions and resilience responses in uncertain environments, while also providing insights for collaborative decision-making and resilience governance in human-machine project teams. These results enrich the research system of human-machine interaction and resilience in project contexts, providing micro-level evidence for enhancing project resilience through human-in-the-loop technologies under the industrial 5. 0, while offering practical insights for project governance decision-makers.
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| 科 Family | 属数 Number of genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) | 属 Genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) |
|---|---|---|---|---|---|---|
| 鹅膏菌科Amanitaceae | 2 | 11 | 5.26 | 鹅膏菌属 Amanita | 10 | 4.78 |
| 小菇科 Mycenaceae | 2 | 12 | 5.74 | 丝盖伞属 Inocybe | 5 | 2.39 |
| 多孔菌科 Polyporaceae | 8 | 14 | 6.70 | 蜡蘑属 Laccaria | 5 | 2.39 |
| 红菇科 Russulaceae | 3 | 23 | 11.00 | 小皮伞属 Marasmius | 6 | 2.87 |
| 小菇属 Mycena | 11 | 5.26 | ||||
| 光柄菇属 Pluteus | 5 | 2.39 | ||||
| 红菇属 Russula | 17 | 8.13 | ||||
| 栓菌属 Trametes | 5 | 2.39 |
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