The Equator Project Research School and Mentoring Network: Evaluated Interventions to Improve Equity in Geoscience Research by Natasha Dowey, Anya Lawrence, Munira Raji, Christopher Jackson, Rebecca Williams, Ben Fernando, Sam Giles, Jenni Barclay, Louisa Brotherson, Ethny Childs, Jacqueline Houghton, Anjana Khatwa, Keely Mills, George Jameson, Francisca Rockey, Steven Rogers, Catherine Souch

“…Evaluation of these interventions took the form of surveys to capture thoughts and reflections before, during and after interventions. …”
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Sustainable foam glass property prediction using machine learning: A comprehensive comparison of predictive methods and techniques by Mohamed Abdellatief, Leong Sing Wong, Norashidah Md Din, Ali Najah Ahmed, Abba Musa Hassan, Zainah Ibrahim, G. Murali, Kim Hung Mo, Ahmed El-Shafie

“…In this context, the current study proposes a novel approach by developing a thoughtful system for assessing performance and intelligent design utilizing ML models such as Gradient Boosting (GB), Random Forest (RF), Gaussian Process Regression (GPR), and Linear Regression (LR) to predict porosity and compressive strength (CS) of FG. …”
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Understanding social behaviours across neurodiverse young people: roles of social cognition and self-regulation by Iciar Iturmendi-Sabater, Evdokia Anagnostou, Marc A. Fournier, Jennifer Crosbie, Russell Schachar, Robert Nicolson, Stelios Georgiadis, Elizabeth Kelley, Jessica Jones, Jessica Brian, Hsiang-Yuan Lin, Meng-Chuan Lai

“…Aims We examined how difficulties regulating one's behaviour, emotions and thoughts to adapt to environmental demands (i.e. dysregulation), alongside social cognition, explain social behaviours across neurodiverse young people. …”
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Multi-dimensional outcomes following extracorporeal cardiopulmonary resuscitation by Tharusan Thevathasan, Vanessa Wahl, Joshua Boettel, Megan Kenny, Julia Paul, Sophie Selzer, Abdulla Al Harbi, Eva-Maria Dorsch, Heinrich Audebert, Matthias Rose, Christoph Paul Klapproth, Sonia Lech, Katharina Schmitt, Steffen Desch, Ulf Landmesser, Ralf Westenfeld, Fabian Voss, Carsten Skurk

“…Despite normal neurological scores, 46% had memory issues, 39% struggled with daily organization, 52% had depression and 12% had suicidal thoughts. Physical performance was reduced, with a mean distance of 394 meters in the 6-minute walk test and a 6-minute bicycle ergometry time. …”
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Combining theory and usability testing to inform optimization and implementation of an online primary care depression management tool by Nicola McCleary, Justin Presseau, Isabelle Perkins, Brittany Mutsaers, Claire E. Kendall, Janet Yamada, Katharine Gillis, Douglas Green

“…To evaluate usability, participants used a written patient scenario to work through the algorithm while verbalizing their thoughts (‘Think Aloud’). Participants were then asked about factors influencing algorithm use in routine practice (informed by the Theoretical Domains Framework). …”
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Enhancing Arabic text-to-speech synthesis for emotional expression in visually impaired individuals using the artificial hummingbird and hybrid deep learning model by Mahmoud M. Selim, Mohammed S. Assiri

“…Particularly, Egypt has the highest suicide rate in the region, making it crucial to recognize depression and suicidal thoughts early. In Arab culture, awareness of mental health issues is limited, but in recent years, people have increasingly expressed their feelings on social media platforms. …”
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Use of Garden Design to Enhance Mental Health Among the Selected Health Facilities in Kabale Town: A Case Study of Makanga Health Facility. by Nayebare, Maria

“…Whether you have a sprawling backyard or a cozy balcony, garden design involves thoughtful consideration of various elements. Therapeutic gardens are intentionally designed outdoor spaces that aim to enhance mental and physical health through interactions with nature. …”
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Multivariate Statistical Analysis Reveals the Heterogeneity of Lacustrine Tight Oil Accumulation in the Middle Permian Jimusar Sag, Junggar Basin, NW China by Yuce Wang, Jian Cao, Keyu Tao, Xiuwei Gao, Erting Li, Chunhua Shi

“…The heterogeneity is reflected by the complex relationship between the two reservoir sweet spots as well as the oil migration and accumulation vertically and spatially, rather than the previous thoughts that it is a closed system associated with proximal hydrocarbon accumulation patterns. …”
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Comparison of brain activity metrics in Chinese and Russian students while perceiving information referencing self or others by Q. Si, J. Tian, V. A. Savostyanov, D. A. Lebedkin, A. V. Bocharov, A. N. Savostyanov

“…In modern neurophysiology, two approaches to the study of self-referential processing have been developed: (1) recording brain activity at rest, then questioning the participant for self-reported thoughts; (2) recording brain activity induced by self-assigned stimuli. …”
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Effectiveness of antipsychotic medication in patients with schizophrenia in a real world retrospective observational study in Ethiopia by Mulualem Kelebie, Getasew Kibralew, Gebresilassie Tadesse, Gidey Rtbey, Mekidem aderaw, Wondale Endeshaw, Mitiku Belachew, Mulu Muche, Diemesew Getnet, Setegn Fentahun

“…Medication adherence, symptom relapse, and suicidal thoughts significantly impacted antipsychotic effectiveness in individuals with schizophrenia disorder.…”
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Unraveling Online Mental Health Through the Lens of Early Maladaptive Schemas: AI-Enabled Content Analysis of Online Mental Health Communities by Beng Heng Ang, Sujatha Das Gollapalli, Mingzhe Du, See-Kiong Ng

“… BackgroundEarly maladaptive schemas (EMSs) are pervasive, self-defeating patterns of thoughts and emotions underlying most mental health problems and are central in schema therapy. …”
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Associations between media parenting practices and early adolescent consumption of R-rated movies and mature-rated video games by Jason M. Nagata, Karen Li, Shirley S. Sui, Jonanne Talebloo, Christopher D. Otmar, Iris Yuefan Shao, Orsolya Kiss, Kyle T. Ganson, Alexander Testa, Jinbo He, Fiona C. Baker

“…These findings highlight the importance of intentional and thoughtful parental strategies in managing children’s media consumption effectively.…”
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Designing an Innovative Human Resources Model Based on Perceived Organizational Support Case Study of Qazvin's Government organizations by Hossein Rasouli, Morteza Mousakhani, Mahdi Alvani, parham azimi

“…The elaborately finalized model successfully integrates essential local government indicators along with moral and human values, thoughtfully adapted to the unique cultural context governing the administrative operations in Qazvin. …”
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The Order of Things. Analysis and Sketch Study in Two Works by Steve Reich by Twila Bakker, Pwyll ap Siôn

“…The article will conclude by noting that while sketch studies should not be viewed as a kind of “holy grail”—revealing hidden truths or inner meanings about a work and unlocking the door to the composer’s inner thoughts and working processes—the working documents can (and do) offer insights that analysis does not always provide. …”
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Testing an Electronic Patient-Reported Outcome Platform in the Context of Traumatic Brain Injury: PRiORiTy Usability Study by Christel McMullan, Grace Turner, Ameeta Retzer, Antonio Belli, Elin Haf Davies, Laura Nice, Luke Flavell, Jackie Flavell, Melanie Calvert

“…Each participant took part in cognitive interviews using with the “Think Aloud” method, encouraging them to verbalize their thoughts and experiences while using the platform. …”
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KATALIKŲ BAŽNYČIOS KAITA LIETUVOJE TRANSFORMACIJŲ LAIKOTARPIU by Valdas Pruskus

“…Second - the relations of the Church as an institution with other public institutions are defined more clearly and a necessity to strive for a realization of its interests (ideas, thoughts, opinions) in a competition with other (religious groups) is better realized. …”
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Sistem Rekognisi Citra Digital Bahasa Isyarat Menggunakan Convolutional Neural Network dan Spatial Transformer by Mohammad Alfiano Rizky Mahardika, Novanto Yudistira, Achmad Ridok

“…To be able to communicate with people who are mute or deaf, people who are not mute or deaf require sign language to be able to understand the intentions or thoughts of those who are mute or deaf. Most conversations in sign language are carried out using the hands, where the hands and their fingers are used to form unique poses or shapes, so that they can be recognized as having certain meanings. …”
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Fálétí’s Philosophical Sensibility by Adeshina Afolayan

“…Fálétí’s Philosophical Sensibility 61 Both the poets and the philosophers have always had one thing in common— the exploration of the possibilities that ideas and visions yield: As theoretical disciplines concerned with raising social consciousness, philosophy and literature engage in similar speculation about the good society and what is good for humanity. They influence thoughts about political currents and conditions. They can, for instance, lead the reader to critical reflections on the type of leaders suitable for a given society and on the degree of civic consciousness exercised by the people in protecting their rights. …”
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Identifying the components of the administrative system employee empowerment model based on organizational intelligence and interpersonal relationships by fatemeh khoshhal, ali reza sargolzaie, zahra vazife

“…Organizational intelligence Albrecht considers organizational intelligence to be the capacity of an organization to utilize all its mental forces and concentrate these thoughts to perform tasks (Albrecht, 2003). Interpersonal relationships The importance of interpersonal communication and relationships in organizational environments is undeniable; so that it can be considered one of the vital factors for job performance and success. …”
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Presenting the model of portfolio management in investment funds based on behavioral financial variables by Seyed Mohammad Hadi Shahamat, Mahdi Mohammad Bagheri, Ali Raispour Rajabali, Mohsen Zayandeh Roudi

“…The uncertainty in analyzing investment risk against expected market returns means that portfolio management has been a thoughtful challenge for portfolio managers. Fund managers should change their portfolios at regular intervals and should add a tendency style. …”
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