An ensemble time-embedded transformer model for traffic conflict prediction at RRFB pedestrian crossings by Md Jamil Ahsan, Mohamed Abdel-Aty, B M Tazbiul Hassan Anik, Zubayer Islam

“…The comprehensive feature selection process ensures the identification of the most significant predictors. …”
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Métodos de geração de colunas para problemas de atribuição Column generation methods for assignment problems by Edson Luiz França Senne, Luiz Antonio Nogueira Lorena, Silvely Nogueira de Almeida Salomão

“…GAP is one of the most representative combinatorial optimisation problems and can be stated as the problem of optimising the assignment of n jobs to m agents, such that each job is assigned to exactly one agent and the resource capacity of each agent is not violated. …”
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Research on the Implementation Effect of Incentive Policies for Prefabricated Buildings Based on System Dynamics: A Chinese Empirical Study by Chunbing Guo, Weidong Yan, Zhenxu Guo

“…The government has issued many PBIPs (including land policy, plot ratio reward policy, fund policy, financial support policy, preferential tax policy, research and development support policy, and construction process management policy) but the implementation effect of PBIP remains to be clarified, especially regarding the research gap from a dynamic perspective. …”
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Investigating the Effects of Nonsolvent Additive and Spinning Conditions on Morphology and Permeation of PAN Hollow Fiber Membranes by Mohammad Ali Ghadiri, Ahmad Beyranvand, Sheida Morsali

“…Moreover, the effects of water as the nonsolvent additive, chemical composition of the bore solution, dope solution flow rate, air gap, coagulation bath temperature, and tensile ratio (take-up speed) were investigated. …”
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Challenges of ICT use for nurse-patient communication in Portugal: a mixed methods research by Marlene Peres, Raquel Simões de Almeida, António Moreira

“…Despite the predominance of face-to-face care, 62.5% stated that they do not experience difficulties or concerns, recognizing ICT as an increasingly integrated and advantageous tool for remote communication. Most professionals (80.1%) believe that there should be more training and courses in digital communication with patients and the use of ICT in healthcare, to address gaps in academic training. …”
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Giving Voice to the Invisible Through the Use of Participatory Videos to Communicate Community-level Vulnerability to Pelagic Sargassum Influxes in the Eastern Caribbean by Bethia Thomas, Janice Cumberbatch

“…However, this Plan has several gaps and weaknesses, including a lack of consultation with the most vulnerable groups, who would be the most severely affected by sargassum influxes (Cox. …”
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From vaccine hesitancy to vaccine motivation: A motivational interviewing based approach to vaccine counselling by Arnaud Gagneur, Damara Gutnick, Patrick Berthiaume, Alessandro Diana, Stephen Rollnick, Prantik Saha

“…This paper describes a 4-step practical framework designed to support HCPs in their dialogue with vaccine-hesitant patients. (1) Engaging to establish a trustful relationship and safety to freely express opinions, beliefs, and knowledge gaps; (2) Understanding what matters most to the individual; (3) Offering Information to co-build accurate knowledge in order to guide the individual toward vaccine intention (4) Clarifying and Accepting to validate an individual’s decision-making autonomy. …”
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Revolutionizing nitrogen fixation: communicating the potentials of nanostructured photocatalysts for sustainable ammonia/nitrate synthesis by Sharhabil Musa Yahaya, Nafiu Abdu, Ibrahim Abubakar Aliyu, Bello Mukhtar

“…There is, however, a knowledge gap between the photocatalytic processes and the nanostructured photocatalyst. …”
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Economic and environmental sustainability dimensions of a fashion supply chain: A quantitative model by Eleonora Bottani, Letizia Tebaldi, Isabella Lazzari, Giorgia Casella

“…Main findings Results show that from the economic perspective supply impacts the most, while from the environmental one the most polluting activity is production. …”
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Implementation of the Meningitis Vaccine Project in Africa: lessons for vaccine implementation programs by Obidimma Ezezika, Meron Mengistu, Thomas Lear

“… # Results There were multiple barriers and facilitators to implementing the vaccine under all five domains of the CFIR framework, including *intervention characteristics*, *outer setting*, *inner setting*, *characteristics of individuals*, and *process*. The most common domains mentioned by stakeholders that facilitated the success of the MVP were *inner setting* and *process*; specifically, three constructs were most representative—*Tension for Change, Formally Appointed Implementation Leaders, and External Change Agents*…”
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INTEGRATING ECONOMY SYSTEMS OF RUSSIAN REGIONS INTO GLOBAL VALUE CHAINS: FACTORS AND CONDITIONS by Marina Volkova, Yurii Yerygin

“…Integration of the Russian economy into GVC is made on the basis of narrowly diversified export items (most of it is raw materials), the large gap between regions regarding the level of integration into GVC and also the integration of Russian companies into GVC on the stages that form relatively small added value. …”
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A voz do cantor eleva a classe: o Grupo de Acção Cultural Vozes na Luta nos anos da revolução, 1974-1976 by Hugo Castro, Ricardo Andrade, António Branco

“…GAC – Vozes na Luta, founded after the coup of 25 April 1974, was one of the most active artistic collectives in the first years of Portuguese democracy. …”
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RESPONSIBILITY AND OBLIVION: GERMANY’S BIG BUSINESS BETWEEN NAZISM AND THE SOCIAL MARKET ECONOMY by Vladislav B. Belov

“…The study seeks to address a gap in Russian economic historiography and emphasizes the need to integrate the economic dimension into discussions on the legacy of Nazism. …”
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Marx As Journalist: Revisiting The Free Speech Debate by Padmaja Shaw

“…The paper concludes that there is a gap between the Marx’s ideological position on free speech and the praxis of Marxist parties. …”
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A Practice-Based Research Approach to Selecting Point of View in a Young Adult Fantasy Fiction Novel by Julia OConnor

“…I experimented with different POVs to explore which option best supported a vision for a novel that invited empathy and imagination through three elements: the ‘narrative self’, the ‘self in the story’, and the ‘gap between the two’. I ultimately found a close third-person POV  to be most appropriate, but the research process highlighted the pressures of multiple other influences such as personal preferences and abilities, genre conventions, and authorial intentions. …”
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A Systematic Scoping Review on the Transition of Under-3-Year-Old Children from Home to Early Childhood Education and Care by Catharina Petronella Johanna van Trijp, Marianne Ree, Tove Erna Belland, Sara Esmaeeli, Gunnar Magnus Eidsvåg, Mariella Annika Asikanius, Lars Yngve Rosell

“…The results show that the number of publications fluctuated from January 2013 to August 2024. Finland was the most represented country in the different studies, and by continent, most studies were published in Europe. …”
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Knowledge and Attitudes of Dentists and Dental Students in the Early Diagnosis of Oral Cancer: A Cross-Sectional Descriptive Observational Study by Maria Miguel Silva, Lucrezia Maria Vozzo, Tiago Marques, Nélio Veiga, Juliana Campos Hasse Fernandes, Gustavo Vicentis Oliveira Fernandes, Patrícia Couto

“…<b>Conclusions:</b> Some gaps were observed and should be addressed, particularly in terms of knowledge about lesions with malignant potential. …”
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A Guideline for the Evolution of Quantitative Accounting Research in Iran: Shifting from Local to International Scientific Patterns by Fakhroddin MohammadRezaei

“…The literature review is conducted analytically, presenting empirical evidence to develop hypotheses while emphasizing existing research gaps. When selecting the theoretical framework and foundational theories, one must choose a theory that offers the highest explanatory and predictive power based on the research setting, rather than merely replicating foreign studies. …”
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The Past and Future of Biomarkers in Testicular Germ Cell Tumors by Aditya Bagrodia, Siamak Daneshmand, Liang Cheng, James Amatruda, Matthew Murray, John Lafin

“…Testicular germ cell tumor (GCT) is the most common malignancy in 18- to 40-year-old men. …”
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Analysis of Taxation of Property in Bosnia and Herzegovina by Lejla Lazović Pita, Amina Močević

“… The purpose of this paper is fill in the literature gap and to analyse taxation of property in Bosnia and Herzegovina (BIH). …”
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