Curtis L. Walker, Thomas Kauzlarich, Abdul Farhan, Aemal J. Khattak, Mark R. Anderson
{"title":"Assessment of winter maintenance performance using weather, mobility, and maintenance information","authors":"Curtis L. Walker, Thomas Kauzlarich, Abdul Farhan, Aemal J. Khattak, Mark R. Anderson","doi":"10.1016/j.trip.2026.102242","DOIUrl":"10.1016/j.trip.2026.102242","url":null,"abstract":"<div><div>Transportation agencies are tasked with maintaining safety and mobility during adverse winter weather conditions. Agencies accomplish this objective by deploying snow and ice control strategies through their winter maintenance operations programs. These programs often entail use of decision support systems, maintenance vehicles for plowing and de-icing chemical applications, and, at times, road access restrictions. These agencies must assess their performance to identify strengths, weaknesses, opportunities for improvement, and threats to future success in maintaining optimal levels of service, mobility, and safety. This study assesses the Nebraska Department of Transportation’s winter maintenance operations performance during nine snowstorms during the 2023–24 winter season. Performance is assessed for each snowstorm for 20 road segments across Nebraska, with a focus on 12 segments along the Interstate 80 corridor. This analysis leveraged meteorological information (e.g., snowfall accumulation, wind conditions), traffic mobility insights (i.e., vehicle speeds), and winter maintenance operation activities (e.g., the amount of materials used, duration of operations) to understand and quantify the performance of winter maintenance operations. It was found that time, or duration, was the most meaningful performance metric. For example, the duration of snowfall or the duration of blowing snow conditions had stronger correlation with the duration of mobility disruptions or duration of maintenance operations than the amount of snow accumulation. The most important conclusion of this study is that a holistic consideration across multiple metrics offers the greatest benefit in the assessment of winter maintenance operations.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"39 ","pages":"Article 102242"},"PeriodicalIF":4.8,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148958362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Large language models for travel behavior prediction","authors":"Baichuan Mo, Hanyong Xu, Ruoyun Ma, Jung-Hoon Cho, Dingyi Zhuang, Xiaotong Guo, Jinhua Zhao","doi":"10.1016/j.trip.2026.102124","DOIUrl":"10.1016/j.trip.2026.102124","url":null,"abstract":"<div><div>This study evaluates large language models (LLMs) for travel behavior prediction under different levels of labeled-data availability. We compare three LLM-based frameworks: zero-shot direct prompting, textual-gradient prompt optimization from a small labeled budget, and supervised prediction using LLM text embeddings. These methods are benchmarked against multinomial logit, random forests, neural networks, and TabPFN under a budget-matched protocol on Swissmetro mode choice, London mode choice, and NHTS trip-purpose prediction. The results show a clear data-availability pattern. In scarce-label settings, direct LLM prediction is competitive with, and sometimes significantly better than, supervised/tabular baselines. Textual-gradient optimization can learn prompts that match expert hand-crafted prompts without manually encoded numerical cues, although its gains are task-dependent. As labeled budgets grow, conventional supervised and tabular models become stronger. Diagnostic tests further suggest that LLM predictions respond to supplied travel-time and travel-cost structure rather than simply memorizing benchmark records, while generated explanations should be treated as auditable but imperfect rationales.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"38 ","pages":"Article 102124"},"PeriodicalIF":4.8,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148476784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The evolution of port-hinterland relations: a systematic review of governance practices","authors":"Lisna Rahayu, Tim Busscher, Johan Woltjer","doi":"10.1016/j.trip.2026.102128","DOIUrl":"10.1016/j.trip.2026.102128","url":null,"abstract":"<div><div>Port-hinterland relations have changed profoundly due to containerization, globalization, and the growing integration of transport and logistics networks. Yet, the key question if governance has adapted to the evolving port-hinterland relations remains insufficiently answered. Although previous studies document the transformation of port–hinterland relations, existing research has not systematically examined how governance arrangements respond to these spatial and functional changes, leaving fragmented insights across disciplines. To address this gap, our study investigates the governance of port–hinterland connectivity through the analytical lens of what is governed, who governs, how governance is organized, and why particular arrangements are pursued. We do so by conducting a systematic literature review of 49 peer-reviewed articles, analyzing how governance domains, actors, mechanisms, and rationales are conceptualized and how these relate to the evolution of port–hinterland systems. The review shows that governance has diversified in response to system changes, highlights the importance of temporal and spatial context in understanding these developments, and provides a conceptual foundation for future research on port–hinterland governance.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"38 ","pages":"Article 102128"},"PeriodicalIF":4.8,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148476786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"When the state doesn’t drive retirement: informal transport workers and the crisis of social protection in Ghana","authors":"Oteng Samuel Ampadu, Awuku Emefa Tonorgbevi","doi":"10.1016/j.trip.2026.102106","DOIUrl":"10.1016/j.trip.2026.102106","url":null,"abstract":"<div><div>This study examines how Ghana’s informal transport workers navigate retirement planning without formal pensions. Qualitative interviews were conducted with 65 minibus and taxi drivers across urban Ghana, selected purposively to capture a diverse age range (30–65 years). Thematic analysis reveals three key findings on how occupational precarity shapes retirement strategies. First, workers develop hybrid financial systems that combine vehicle asset liquidation, informal savings (susu), and intergenerational support—strategies that treat vehicles as retirement assets, with implications for fleet sustainability. Second, while most drivers enroll in national health insurance, they neglect mental health and disability planning, exposing gaps in occupational health provisions for aging transport workers. Third, deep institutional distrust fosters a preference for self-managed solutions over formal pensions, challenging policymakers to design transport-sector-specific social protection mechanisms. The concept of “negotiated social protection” is introduced to explain how workers blend security strategies, suggesting asset-based welfare products and union-led pension schemes that harness existing trust. The study contributes to transportation research by examining the human dimensions of transport systems often overlooked in infrastructure-focused scholarship—specifically, the life-course trajectories and social protection needs of the workers who sustain informal transport networks in low- and middle-income countries. The study bridges transport research, labor geography, and social policy by highlighting the intersection of aging and precarity in the informal transport sector. The findings call for rethinking retirement policies for informal transport workers, demonstrating that the welfare of aging workers is integral to sustainable urban transport systems that serve millions across cities in the Global South.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"38 ","pages":"Article 102106"},"PeriodicalIF":4.8,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148476597","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Visual attention as a design variable: AI-integrated eye-tracking and semantic segmentation in urban perception analysis","authors":"Mahzerin Sultana, Shuva Chowdhury, Md Fahim Shahriar","doi":"10.1016/j.trip.2026.102113","DOIUrl":"10.1016/j.trip.2026.102113","url":null,"abstract":"<div><div>Urban design often underrepresents how pedestrians perceive and visually engage with their surroundings. This exploratory study introduces a computational, evidence-based framework that integrates real-world eye-tracking data with AI-powered semantic segmentation to assess visual attention across urban streetscapes. Gaze behavior was recorded using wearable eye-trackers along pedestrian routes in a mid-density American city and categorized into seven Area of Interest (AOI) classes representing key urban elements such as sidewalks and roads, vegetation, built structures, vehicles, humans, objects and sky.</div><div>Gaze-based metrics, including fixation duration, visit frequency and pupil diameter were aggregated and normalized to compute a composite Urban Attention Index (UAI), quantifying perceptual engagement per AOI class. Additional sensitivity analysis and normalization comparison were included to examine the influence of weighting and scaling choices on the UAI results. A deep learning based semantic segmentation model was trained and validated using pixel-level performance metrics to automatically label urban images, enabling the generation of attention-weighted heatmaps that spatially visualize gaze salience.</div><div>The resulting AI-driven tool enables users to upload street-level imagery and receive intuitive, data-informed insights into how urban elements may attract visual attention. Results from the exploratory sample show that sidewalks, vegetation, and built structures consistently attracted higher attention, whereas sky and signage were perceived peripherally. The findings demonstrate a methodological workflow for linking gaze behavior, semantic segmentation, and spatial visualization in urban perception analysis. The proposed framework offers a reproducible basis for future larger-scale studies and supports evidence-informed evaluation of pedestrian visual experience in public spaces.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"38 ","pages":"Article 102113"},"PeriodicalIF":4.8,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148476598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Suyang Yuan, Jianqiang Yang, Yunhan Zhang, Kairui Yang, Weiwei Dai
{"title":"The role of urban built environment in promoting dockless bike-sharing and metro integration: an adaptive catchment area approach","authors":"Suyang Yuan, Jianqiang Yang, Yunhan Zhang, Kairui Yang, Weiwei Dai","doi":"10.1016/j.trip.2026.102022","DOIUrl":"10.1016/j.trip.2026.102022","url":null,"abstract":"<div><div>Understanding how the built environment shapes metro-integrated dockless bike-sharing (DBS) is important for improving first-/last-mile accessibility and sustainable urban mobility. Existing studies often rely on fixed geometric buffers, which can misrepresent the actual spatial footprints of feeder cycling. Using Chengdu as a case study, this paper introduces an Adaptive Catchment Area (ACA) derived from observed DBS origin–destination trajectories and combines it with Multiscale Geographically Weighted Regression (MGWR) and a heat-weighted sensitivity analysis to examine station-level built-environment correlates across morning and evening peaks. The results show that these correlates are spatially heterogeneous and scale-dependent. Fine-grained street connectivity and human-scale street greenery are associated with stronger metro-integrated cycling, while development intensity exhibits a double-edged role by generating demand but also intensifying station-front friction. Employment-related destinations also differ functionally: general workplaces tend to be positively associated with integration, whereas high-end office clusters are more likely to suppress it in some areas. A practitioner interview is used as contextual triangulation to support the interpretation of these spatial patterns and their governance implications. Overall, the study contributes a transferable ACA-based analytical framework for diagnosing station-area feeder-cycling environments while interpreting the empirical findings with appropriate temporal caution.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"38 ","pages":"Article 102022"},"PeriodicalIF":4.8,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148476600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Advanced air mobility in the UAE: climate-resilient risk and reliability of UAVs versus traditional couriers","authors":"Rachel Babu, Ameena Saad Al-Sumaiti","doi":"10.1016/j.trip.2026.102117","DOIUrl":"10.1016/j.trip.2026.102117","url":null,"abstract":"<div><div>Advanced Air Mobility (AAM) promises to revolutionize urban freight using Unmanned Aerial Vehicles (UAVs), but its large-scale deployment depends on trade-offs between efficiency, reliability, and system readiness. This study develops the first unified techno-economic framework to assess the resilience of Unmanned Aerial Vehicles (UAVs) against traditional couriers under extreme climatic conditions. The framework integrates reliability modeling, transport-economic analysis, and a novel Operational Integration Index that combines route efficiency, interoperability, and infrastructure readiness. Monte Carlo simulations and global sensitivity analysis, calibrated with seasonal UAE climate data, reveal that UAVs deliver <span><math><mrow><mn>29.8</mn><mo>%</mo></mrow></math></span> faster than trucks, but UAV reliability degrades from <span><math><mrow><mn>0.954</mn></mrow></math></span> in January to <span><math><mrow><mn>0.881</mn></mrow></math></span> in August, consistently below traditional couriers (<span><math><mrow><mn>0.990</mn></mrow></math></span> to <span><math><mrow><mn>0.917</mn></mrow></math></span>). The UAV performance index is substantially lower than that of traditional couriers across all seasonal scenarios, ranging from <span><math><mrow><mn>0.28</mn></mrow></math></span> in January to <span><math><mrow><mn>0.22</mn></mrow></math></span> in August compared with a truck range of <span><math><mrow><mn>0.95</mn></mrow></math></span> to <span><math><mrow><mn>0.65</mn></mrow></math></span>, while the Operational Integration Index also remains lower for UAVs (<span><math><mrow><mn>0.288</mn></mrow></math></span> vs. <span><math><mrow><mn>0.421</mn></mrow></math></span>). Seasonal Spearman rank correlations reveal that dominant performance drivers rotate across climate phases: wind speed governs UAV performance in January (<span><math><mrow><mi>ρ</mi><mo>=</mo><mo>-</mo><mn>0.755</mn></mrow></math></span>), temperature in March (<span><math><mrow><mi>ρ</mi><mo>=</mo><mo>-</mo><mn>0.657</mn></mrow></math></span>), and humidity in August (<span><math><mrow><mi>ρ</mi><mo>=</mo><mo>-</mo><mn>0.689</mn></mrow></math></span>), while temperature remains the primary constraint for traditional couriers. Sandstorms were found to have a negligible impact on both delivery modes under scheduled operational conditions. These findings provide an interdisciplinary transportation perspective by linking engineering performance, economic viability, operational integration, and regulatory readiness to support the sustainable integration of Advanced Air Mobility into urban logistics.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"38 ","pages":"Article 102117"},"PeriodicalIF":4.8,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148476691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bicycles’ double learning: combining organization and transport research to explain the (un)sustainable urban transport paradox in Helsinki","authors":"Carlos Lamuela Orta","doi":"10.1016/j.trip.2026.102122","DOIUrl":"10.1016/j.trip.2026.102122","url":null,"abstract":"<div><div>During COVID, tactical urbanism was institutionalized by cities around the world to support cycling. Pop-up bike lanes became the latest representation of the sustainable transport paradigm. But in Helsinki, despite its previous transport innovations, this new policy trend remained absent. This article explores this paradoxical absence from two double perspectives: epistemic (empirical / theoretical) and disciplinary (within / outside transport research). Organizational studies are chosen as a suitable complementary discipline to transport research to explore this case study. It is operationalized combining a bottom-up, empirical, approach (stakeholders’ interviews) and a top-down, theoretical approach (finding fitting models from both disciplines: the <em>experiential model</em> in transport history and the <em>paradox theory</em> in management). The results reveal two contradictions: technical (double standards between cycling and automobility) and political (organizational contradiction between departments). This explains Helsinki’s apparent paradox as the outcome of a double learning process. Within transport, cycling learns from automobility (strategy of “cycling highways”) and within the organization, planners learn to manage the contradictions of sustainability (without resolving them). The findings are synthetized as suggesting a new hypothesis for the current trend of transport change as “involution within unsustainability”. The article thus advances interdisciplinary transportation research by combining theoretical perspectives from Organizational Studies and Sustainability Science with the empirical study of a specific transport policy case-study. Its takeaways may be used by transportation practitioners to overcome self-reinforcing cycles of organizational learning that support the status quo of automobility and unsustainable mobility in general.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"38 ","pages":"Article 102122"},"PeriodicalIF":4.8,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148476692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Carlos Samuel, Khairilmizal Samsudin, Nurulilyana Sansuddin, Nor Azlan Musa, Ashwin Anson Fernandes, Nathaneal James, Ainul Husna Kamarudin
{"title":"Navigating complexity in offshore emergency response: lessons from the OMSAR 2024 exercise using effective management theory","authors":"Carlos Samuel, Khairilmizal Samsudin, Nurulilyana Sansuddin, Nor Azlan Musa, Ashwin Anson Fernandes, Nathaneal James, Ainul Husna Kamarudin","doi":"10.1016/j.trip.2026.102118","DOIUrl":"10.1016/j.trip.2026.102118","url":null,"abstract":"<div><div>Evaluating Large-Scale Emergency Exercises (LSEEs) within complex multi-agency landscapes remains a critical challenge for maritime transport governance. This paper analyses the OMSAR 2024 exercise—a multi-hazard simulation involving a support vessel collision and a mass maritime rescue operation along a critical 175-kilometre offshore transport corridor in Malaysia. Integrating the Five-Element Model of Effective Emergency Management with structured real-time observations from 37 subject matter experts, this study evaluates the operationalization of the Arahan NADMA No. 1 directive under intense logistical stress. Systematic refinement of 152 primary observer logs yielded 51 consolidated findings, exposing a critical disparity between tactical seamanship and systemic transport coordination. Severe procedural bottlenecks were concentrated in Resources & Logistics (25%) and Command Structure (22%), highlighted by a 40-minute ’command vacuum’ during vessel fleet handovers between corporate and state authorities. The findings demonstrate that inter-agency friction between separate maritime protocols undermines the Unified Command required for deep-water transport crises. We offer strategic policy interventions: standardizing maritime command triggers, digitalizing information systems for a Common Operating Picture, and institutionalizing biennial joint Emergency Preparedness and Response (EP&R) transit certifications to safeguard interdisciplinary maritime transport networks.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"38 ","pages":"Article 102118"},"PeriodicalIF":4.8,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148476693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Monica Perazzolo, Maaike Esselaar, Dilwyn E. Marple-Horvat
{"title":"Sudden, powerful, unsafe and unintended accelerations: Pedal confusion and misapplication in drivers with diabetic peripheral neuropathy","authors":"Monica Perazzolo, Maaike Esselaar, Dilwyn E. Marple-Horvat","doi":"10.1016/j.trip.2026.102129","DOIUrl":"10.1016/j.trip.2026.102129","url":null,"abstract":"<div><div>Several road safety studies address the question of how many crashes are caused by pedal confusion, also called pedal errors, leading to mistaken and unintended accelerations. Perhaps the most important issue is to determine the causes of this phenomenon. We address here the scientific/physiological question of whether unintended accelerations (when the intention and need was to brake) could be a direct consequence of the sensorimotor functional impairment induced by diabetic peripheral neuropathy (DPN). We studied both measures of sensory and motor function, and observations in a driving simulation, in drivers with and without neuropathy affecting sensation in the feet and proprioception around the ankle. Only drivers with neuropathy exhibited sudden, powerful, unsafe and unintended accelerations when braking was needed − instances of pedal confusion and misapplication. We argue that this difference between drivers with versus without neuropathy demonstrates that DPN could be a direct cause of these dangerous events, and propose a candidate causal mechanism. Our purpose is firstly to highlight that DPN increases the likelihood of making a mistake by pressing the wrong pedal, which places drivers with DPN at increased risk of crash as a consequence of unintended acceleration. This means, secondly, that these drivers will benefit from specific preventive countermeasures, and we recommend three that could be used: 1) choosing to drive a manual gear change vehicle rather than an automatic, 2) fitting an acceleration limiter, and 3) providing footwell illumination of the right foot and pedals during driving at night.</div></div>","PeriodicalId":36621,"journal":{"name":"Transportation Research Interdisciplinary Perspectives","volume":"38 ","pages":"Article 102129"},"PeriodicalIF":4.8,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148476787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}