Safety SciencePub Date : 2025-04-11DOI: 10.1016/j.ssci.2025.106872
Yunshuo Liu, Yanbin Li
{"title":"Does human-AI collaboration promote or hinder employees’ safety performance? A job demands-resources perspective","authors":"Yunshuo Liu, Yanbin Li","doi":"10.1016/j.ssci.2025.106872","DOIUrl":"10.1016/j.ssci.2025.106872","url":null,"abstract":"<div><div>With the widespread implementation of artificial intelligence (AI), human-AI collaboration has become an important and influential employment model. However, there is no consensus in the literature on its effectiveness, and little is known about how it affects employees’ safety performance. Drawing on the job demands-resources (JD-R) theory, this study proposes a double-edged sword effect model of human-AI collaboration on employees’ safety performance. Using three-wave data from 286 employees, the findings show that human-AI collaboration fosters intrinsic motivation and work engagement, thereby enhancing safety performance (the motivation pathway), while also increasing workplace loneliness and job burnout, which inhibits safety performance (the strain pathway). Furthermore, employee resilience amplified the positive impact of human-AI collaboration on intrinsic motivation and mitigated its effects on workplace loneliness. These findings enrich our understanding of human-AI collaboration and offer practical insights for AI adoption and safety management in organizations.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"188 ","pages":"Article 106872"},"PeriodicalIF":4.7,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143822401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Safety SciencePub Date : 2025-04-11DOI: 10.1016/j.ssci.2025.106873
Tao Yi , Yao Dong , Jizu Li
{"title":"Leadership in the darkness: Unveiling the impact of exploitative tactics on Miners’ unsafe behaviors","authors":"Tao Yi , Yao Dong , Jizu Li","doi":"10.1016/j.ssci.2025.106873","DOIUrl":"10.1016/j.ssci.2025.106873","url":null,"abstract":"<div><div>Unsafe behaviors among miners are a primary concern in coal mine safety, and leadership styles are closely associated with these behaviors. To reduce human-related accidents in coal mines, this research investigates the associations between exploitative leadership and miners’ unsafe behaviors. Utilizing a two-wave and multi-organizational source nested dataset of 54 leaders and 495 miners, we found that exploitative leadership correlates with increased unsafe behaviors in miners. Emotional exhaustion was found to partially mediate the association between exploitative leadership and unsafe behaviors, and miners’ social capital, encompassing workflow network ties and friendship network ties, significantly moderates these relationships. Specifically, the influence of exploitative leadership on miners’ emotional exhaustion and unsafe behaviors is less pronounced when social capital levels are high and more pronounced when they are low. This study broadens the understanding of the impacts of exploitative leadership, enriches research on the precursors of unsafe behavior, and offers practical insights for hierarchical management in coal mines.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"188 ","pages":"Article 106873"},"PeriodicalIF":4.7,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143816475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Safety SciencePub Date : 2025-04-10DOI: 10.1016/j.ssci.2025.106871
Cleo Varianou-Mikellidou , Olga Nicolaidou , Paris Vogazianos , Georgios Boustras , Christos Dimopoulos , Neophytos Mikellides
{"title":"Analysis of fall accidents at work: The case of Cyprus (2010–2019)","authors":"Cleo Varianou-Mikellidou , Olga Nicolaidou , Paris Vogazianos , Georgios Boustras , Christos Dimopoulos , Neophytos Mikellides","doi":"10.1016/j.ssci.2025.106871","DOIUrl":"10.1016/j.ssci.2025.106871","url":null,"abstract":"<div><div>‘Falls at work’ is the most common cause of accidents and the leading cause of fatal accidents, especially in high-risk economic activities such as Construction. Loss of human life – as a result of an occupational accident − is unacceptable; therefore, accident investigation is of utmost importance, seeking to identify causes and point towards the measures for the elimination of potential consequences. The main aim of this study is to analyse the recorded data of the Department of Labour Inspection of Cyprus for the fall accidents from 2010 −2019. The findings reveal factors contributing to the occurrence of fall accidents at work, considering the personal characteristics of the victim and the economic activity, while providing a better understanding on how organizations’ occupational safety and health maturity level might be improved. The analysis of approximately 20.500 occupational fall accidents indicates that, Construction sector has the most fatal accidents, while Accommodation and Food Service sector has the highest number of non-fatal accidents. This study foresees in adding up to the “Vision Zero” approach, as a crucial preventive tool, while its findings could be considered during the preparation and implementation stage of Occupational Health and Safety Management Systems.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"187 ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143807026","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Safety SciencePub Date : 2025-04-09DOI: 10.1016/j.ssci.2025.106867
Shanshan Li , Jing Li , Yujie Wang , Sheng Xue
{"title":"Study on the evolution of incentive mechanisms for multibody collaborative governance of occupational safety and health in China","authors":"Shanshan Li , Jing Li , Yujie Wang , Sheng Xue","doi":"10.1016/j.ssci.2025.106867","DOIUrl":"10.1016/j.ssci.2025.106867","url":null,"abstract":"<div><div>China’s occupational safety and health (OSH) production system is a cooperative system comprising multiple subjects and elements; however, its current situation remains challenging. This study investigated the strategy selection mechanisms of multiple interested subjects and their influencing factors to enhance the responsibility and participation of these subjects, thereby improving the overall efficiency of China’s occupational safety and health management (OSHM). Using evolutionary game theory, a three-party government-enterprise-employee evolutionary game model was established to examine strategy selection mechanisms and influencing factors. Numerical simulations of different stable strategy scenarios were conducted using MATLAB software to analyze the impact of different policy parameters on evolutionary trends in stable strategy scenarios of ideal evolutionary games {government-guided, enterprise-implemented, and employee-participated}. Results show that (1) when the cost of OSH governance for each of the three parties, government, enterprises, and employees, is less than the benefits generated, synergistic governance of the three parties can be realized. (2) The closer the initial behavioral strategy of each party is to the ideal evolutionary stable strategy, the faster they converge to the ideal stable strategy. (3) Increasing policy fines has a positive facilitating effect on government guidance, while increasing the policy subsidies and employee rewards has adverse inhibitory effects; increasing policy subsidies, policy fines, and employee compensations has positive promotional effects on enterprises’ implementation of OSHM; and increasing employee rewards and compensations has positive promotional effects on employees’ participation in OSHM. This study provides a theoretical foundation and practical strategies for promoting collaborative governance in China’s OSHM framework.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"187 ","pages":"Article 106867"},"PeriodicalIF":4.7,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143800162","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Safety SciencePub Date : 2025-04-07DOI: 10.1016/j.ssci.2025.106870
Roya Raeisinafchi , Siddharth Bhandari , Logan Perry , Matthew R. Hallowell , Alex Albert , Josh Correll
{"title":"Comparing training delivery methods: Impact on learning outcomes and engagement among construction workers","authors":"Roya Raeisinafchi , Siddharth Bhandari , Logan Perry , Matthew R. Hallowell , Alex Albert , Josh Correll","doi":"10.1016/j.ssci.2025.106870","DOIUrl":"10.1016/j.ssci.2025.106870","url":null,"abstract":"<div><div>Effective safety training is crucial for enhancing workers’ safety awareness and promoting safer behaviors, yet delivering such training within time and budget constraints remains a challenge. This study assessed the effectiveness of five safety training delivery methods—pre-recorded video, lecture, interactive lecture, flipped lecture (pre-recorded video followed by a hands-on activity after two weeks), and interactive lecture with hands-on activity—on engagement levels and short-term learning outcomes, namely hazard recognition skill, high-energy hazard recognition skill (hazards with the potential to cause serious injuries or fatalities), perception of high-energy hazards, and risk tolerance. A multi-arm parallel-group field experiment was conducted, with data collected through pre- and post-training surveys. The results revealed that while <em>engagement</em> levels increased linearly as the learner-centeredness of the training increased, improvements in hazard recognition skills followed a parabolic trend. Additionally, trainees in all groups except the interactive lecture group perceived high-energy hazards as riskier after the training but risk tolerance did not decrease in any training groups. These findings provide specific guidance on selecting optimal safety training delivery method as it relates to training objectives and resource constraints. These results may help practitioners to select the most appropriate method of safety training delivery based on their specific aims and available resources.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"187 ","pages":"Article 106870"},"PeriodicalIF":4.7,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143786126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Safety SciencePub Date : 2025-04-03DOI: 10.1016/j.ssci.2025.106861
Mouyid Islam , Asif Mahmud
{"title":"Unveiling the speeding behavior: Assessing the speeding risks and driver injury severities in single-heavy truck crashes","authors":"Mouyid Islam , Asif Mahmud","doi":"10.1016/j.ssci.2025.106861","DOIUrl":"10.1016/j.ssci.2025.106861","url":null,"abstract":"<div><div>Long-haul heavy trucks are vital to the national economy. Yet, they have been involved in an increasing number of severe crashes, particularly due to speeding, which increases crash risks and injury severity. This issue is notably severe in Pennsylvania, where large truck-involved fatalities in speeding-related crashes are on the rise.</div><div>This study aims to uncover the speeding behavior and its associated risks in heavy trucks by analyzing single-heavy truck speeding-related crashes over six years (2018–2023, inclusive), keeping non-speeding-related crashes as a reference.</div><div>Utilizing a mixed logit model with heterogeneity in means and variances, the study identified twenty-seven statistically significant variables in both scenarios, with five variables common to both models. The estimated model results unveiled risk factors encompassing spatial, temporal, environmental, vehicular, crash, roadway, and driver characteristics. The common factors include overturning crashes, negotiating curved segments, middle-aged drivers (30–49 years old), unbelted truck drivers, and road segments with a 70 mi/hr speed limit. Speeding-related single-heavy truck crashes are much more likely to result in severe or minor injuries than non-speeding crashes, highlighting the amplified risks of excessive speed.</div><div>The findings highlight the urgent need for comprehensive countermeasures to reduce speeding-related crashes. To mitigate these risks, the study highlights the importance of comprehensive countermeasures with the strategies of installing roadside barriers for heavy trucks, implementing chevron signs with flashing lights along curved segments, regular roadside inspection, and vehicle maintenance policy, re-emphasizing the speed limiter policy, and providing targeted training for truck drivers to foster safer driving behaviors. These strategies, aligned with the National Road Safety Strategy, have the potential to significantly enhance safety for heavy trucks and the broader driving community.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"187 ","pages":"Article 106861"},"PeriodicalIF":4.7,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143761180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Safety SciencePub Date : 2025-04-03DOI: 10.1016/j.ssci.2025.106868
M. Sprajcer, G.D. Roach, C. Sargent, A. Kosmadopoulos, D. Dawson
{"title":"Could drivers be deemed impaired based on prior sleep duration? Community and stakeholder perspectives","authors":"M. Sprajcer, G.D. Roach, C. Sargent, A. Kosmadopoulos, D. Dawson","doi":"10.1016/j.ssci.2025.106868","DOIUrl":"10.1016/j.ssci.2025.106868","url":null,"abstract":"<div><div>Vehicle crashes caused by drink driving and speeding have decreased markedly in recent years due to enforcement strategies and specific guidance on ‘how drunk is too drunk’ and ‘how fast is too fast’. However, fatigue-related vehicle crashes have not declined, likely reflecting both a lack of clear guidance on ‘how tired is too tired’ to drive, and the lack of a relevant legislative framework. A two-phase qualitative study was undertaken with community members (focus groups; n = 33) and road transport industry stakeholders (interviews; n = 28). Participants were asked to (i) identify how much sleep they believe is required to drive safely, (ii) describe how they would respond to the introduction of regulations regarding ‘deemed impairment’ with respect to driver fatigue, and (iii) provide insight into how such legislation could be implemented. Most participants believed that it may be appropriate to require at least 5 h of sleep prior to driving and were supportive of fatigue-related deemed impairment legislation, but were concerned about how such legislation would operate in practice. Critically, all participants strongly supported the development of a public education campaign providing clear guidance on how to determine whether one is ‘safe to drive’ based on prior sleep (i.e., ‘how tired is too tired’). Based on these findings, there may be reasonable support for policy makers and ultimately politicians to progress legislation that deems drivers to be impaired based on prior sleep duration. Perhaps more critically, participants identified a clear need for a strong public education campaign.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"187 ","pages":"Article 106868"},"PeriodicalIF":4.7,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143761178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Safety SciencePub Date : 2025-04-03DOI: 10.1016/j.ssci.2025.106854
Peter J. Lawrence , Lazaros Filippidis (Λάζαρος Φιλιππίδης) , Anand Veeraswamy , Darren Blackshields , Marcello Marzoli , Stefano Marsella
{"title":"Implementing notification strategies in the urbanEXODUS large-scale evacuation model","authors":"Peter J. Lawrence , Lazaros Filippidis (Λάζαρος Φιλιππίδης) , Anand Veeraswamy , Darren Blackshields , Marcello Marzoli , Stefano Marsella","doi":"10.1016/j.ssci.2025.106854","DOIUrl":"10.1016/j.ssci.2025.106854","url":null,"abstract":"<div><div>A key consideration during a large-scale incident that affects a community, is how and when to notify the population regarding what protective actions to take. The effectiveness of a notification method is dependent on many factors, such as the medium used, message content, repetition frequency and target area. Therefore, choosing the optimal warning system, or a combination of them, necessitates careful consideration of these factors. Typically, evacuation models do not represent or consider the notification procedures explicitly and hence cannot determine how the specifics of a given notification method, or a combination of them, may affect the evacuation process. Large-scale evacuation tools incorporate the authorities’ notification procedures implicitly by incorporating their effect by increasing the duration of the agents’ response phase. In this work a framework is outlined that allows for the specification of notification methods to be defined within an evacuation model, considering parameters such as the notifications’ initial success rate, their subsequent success rates, in conjunction with time dependent notification areas and a percentage coverage. Using these parameters, a method is outlined that is flexible enough to cover a wide range of notification techniques, from mass notification systems such as location-based SMS and auto diallers, to area specific personnel-based systems, such as door-knocking or mobile loud hailer systems. The proposed notification model is incorporated into the urbanEXODUS large-scale simulation tool and demonstrated through a practical application during an actual tabletop exercise. The study found that incorporating notification procedures in an evacuation model has the potential to aid emergency managers in assessing the outcomes of different notification strategies. The innovation relates to a methodology that enables subject matter experts, such as emergency practitioners, to define notification response profiles within evacuation models. Furthermore, a novel approach for visually summarizing and presenting the simulation results related to the notification scenario and evacuation outcomes has been developed to facilitate communication to a wider audience.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"187 ","pages":"Article 106854"},"PeriodicalIF":4.7,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143761177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Safety SciencePub Date : 2025-04-02DOI: 10.1016/j.ssci.2025.106865
Mohammad Tanvi Newaz , Marcus Jefferies , Mahmoud Ershadi
{"title":"A critical analysis of construction incident trends and strategic interventions for enhancing safety","authors":"Mohammad Tanvi Newaz , Marcus Jefferies , Mahmoud Ershadi","doi":"10.1016/j.ssci.2025.106865","DOIUrl":"10.1016/j.ssci.2025.106865","url":null,"abstract":"<div><div>Construction projects are subject to uncertainties and hazards that pose significant risks to the health and safety of workers. The number of incidents caused by construction hazards is increasing, indicating an urgent need for more systematic hazard analysis methods and the development of effective preventive measures. Investigating incidents helps identify underlying patterns and trends, which is crucial for preventing recurrence and creating safer workplaces. While previous research has explored hazard investigation and the introduction of modern technologies for hazard prevention and mitigation, there have been limited efforts to analyze construction incident databases and identify the root causes of incidents through case studies. This study aims to address this research gap by conducting a case study that focuses on a database containing records of 10,415 construction incidents from 2014 to 2020 across New South Wales, Australia. The study adopted a two-step methodology, first conducting a descriptive incident analysis, followed by identifying hazard-specific interventions based on a literature review. Analyzing the frequency of occurrence revealed 10 high-risk hazards that caused the highest number of incidents across construction businesses. Falling objects had the highest frequency of occurrence, accounting for 19.59% of all incidents. Analyzing the frequency of incidents by business type also showed that residential construction is the most hazardous business in the construction industry, with 2,057 recorded incidents. This study contributed to the body of knowledge by revealing patterns, trends, and vulnerable areas to help identify the main reasons for the upward trend of incidents and address them with effective interventions.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"187 ","pages":"Article 106865"},"PeriodicalIF":4.7,"publicationDate":"2025-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143746527","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Safety SciencePub Date : 2025-03-31DOI: 10.1016/j.ssci.2025.106869
Qianjin Wang , Pengshuai Sun , Zhirong Zhang , Tao Pang , Bian Wu , Hua Xia , Pengchao Chen , Yongjun Cai , Qiang Guo
{"title":"On site detection of hazardous and complex environmental index gases concentrations using aliasing laser absorption spectrum demodulation method","authors":"Qianjin Wang , Pengshuai Sun , Zhirong Zhang , Tao Pang , Bian Wu , Hua Xia , Pengchao Chen , Yongjun Cai , Qiang Guo","doi":"10.1016/j.ssci.2025.106869","DOIUrl":"10.1016/j.ssci.2025.106869","url":null,"abstract":"<div><div>Early detection of index gases such as carbon monoxide (CO) and ethylene (C<sub>2</sub>H<sub>4</sub>) is crucial for preventing incidents in many scenes. Laser absorption spectroscopy (LAS) has emerged as a powerful tool for this purpose, offering high sensitivity, selectivity, and real-time monitoring capabilities. This study takes coal spontaneous combustion prediction as an example to explore the application solution of LAS in online detection of CO and C<sub>2</sub>H<sub>4</sub>. Sub-ppm detection of CO and C<sub>2</sub>H<sub>4</sub> is achieved by using tunable lasers with central wavelengths of 2326 nm and 1626 nm in combination with long optical path multi-pass cells. In view of the interference of high-concentration CH<sub>4</sub>, a novel method named spectral adaptive transformation non-negative least squares (SAT-NNLS) for aliasing spectrum demodulation is proposed. Based on the above dual-gas sensor and spectral processing method, the detection performance of CO and C<sub>2</sub>H<sub>4</sub> is experimentally verified and analyzed. Experimental results show that the detection limits of the sensor system for CO and C<sub>2</sub>H<sub>4</sub> are 0.39 ppm and 0.34 ppm respectively. Even in the background of 10000 ppm CH<sub>4</sub>, we have achieved for the first time that the impact on the detection of C<sub>2</sub>H<sub>4</sub> does not exceed 0.61 ppm. In addition, an oxidation experiment is carried out on coal samples from Wulan coal mine to verify the feasibility and reliability of the system for the in-site detection of CO and C<sub>2</sub>H<sub>4</sub>. In summary, this sensor has demonstrated excellent performance and can provide reliable data guarantee for the timely warning of coal spontaneous combustion.</div></div>","PeriodicalId":21375,"journal":{"name":"Safety Science","volume":"187 ","pages":"Article 106869"},"PeriodicalIF":4.7,"publicationDate":"2025-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143737982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}