Ejtm3 experiences after ChatGPT and other AI approaches: values, risks, countermeasures by Giorgio Fanò-Illic, Daniele Coraci, Maria Chiara Maccarone, Stefano Masiero, Marco Quadrelli, Aldo Morra, Barbara Ravara, Amber Pond, Riccardo Forni, Paolo Gargiulo

“…We invariably hear that Artificial Intelligence (AI), a rapidly evolving technology, does not just creatively assemble known knowledge. …”
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On the interaction between implicit statistical learning and the alternation advantage: Evidence from manual and oculomotor serial reaction time tasks. by Arianna Compostella, Marta Tagliani, Maria Vender, Denis Delfitto

“…We developed a manual (Study 1) and an oculomotor (Study 2) two-choice SRT task, with visual stimuli following the regularities of two binary artificial grammars (Fibonacci and its modification Skip). …”
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Mathematical Modeling of Coccidiosis Dynamics in Chickens with Some Control Strategies by Yustina A. Liana, Mary C. Swai

“…Using the theory of differential equations, the invariant set of the model was derived, and the model’s solution was found to be mathematically and biologically significant. …”
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Complementarity-Oriented Feature Fusion for Face-Phone Trajectory Matching by Changfeng Cao, Wenchuan Zhang, Hua Yang, Dan Ruan

“…The latent features from both transforming directions are concatenated in the Feature Unifying (FU) module and fed into a binary face-phone trajectory matching discriminator (FPTPMD) to infer whether a face-phone trajectory pair corresponds to the same underlying motion trajectory. …”
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Study on the relationship between indoor ventilation frequency and anxiety and depression symptoms in older persons: based on the data of 2018 CLHLS by Lu Lin, Pingping He, Xiaohui Qiu, Sihui Qiu, Jiangping Chen, Jin Wang

“…Abstract Background To investigate the association between indoor ventilation frequency and symptoms of depression and anxiety in older persons. Methods A binary logistic regression model was used to analyze the effects of indoor ventilation frequency on depression and anxiety by using data from the 2018 Chinese longitudinal healthy longevity survey (CLHLS). …”
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THE INTERPLAY OF GENDER, AGE, EDUCATION LEVEL AND THERMAL SATISFACTION: EVIDENCE FROM BOSNIA AND HERZEGOVINA by Ljiljan Veselinović, Jasmina Mangafić

“…Furthermore, our findings show that the results do not differ significantly when the dependent satisfaction variable is measured as binary (dummy) or on a five-point Likert scale. Logistic regression provides an intuitive interpretation in terms of odds. …”
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Epidemiological Features of Clostridium difficile Colonizing the Intestine of Jordanian Infants by Eman N. Abu-Khader, Eman F. Badran, Asem A. Shehabi

“…Colonization of the infants with C. difficile toxigenic strains (TcdA and TcdB) was observed in 54% of the isolates, whereas those colonized with nontoxigenic strains were 46% and only one isolate was positive for binary toxin. Breast feeding of infants is a significant factor associated with decreased colonization with C. difficile. …”
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Leveraging an Enhanced CodeBERT-Based Model for Multiclass Software Defect Prediction via Defect Classification by Rida Ghafoor Hussain, Kin-Choong Yow, Marco Gori

“…Comparative analysis against established models such as RoBERTa, Microsoft CodeBERT, and GPT-2 demonstrates that our approach yields significant improvements in prediction performance, with accuracy gains of up to 20% and 7% respectively in binary and multi class experimentation. Empirical studies validate the effectiveness of neural language models like CodeBERT for software defect prediction, highlighting substantial advancements in software testing and development techniques. …”
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La non-réciprocité d’un tiers induit la méfiance chez les singes capucins by James R Anderson, Benoit Bucher, Margaux Levasseur, Kazuo Fujita

“…In other words, the monkeys took a binary decision to engage preferentially with one actor at the expense of the other. …”
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Incorporation of κ-carrageenan improves the practical features of agar/konjac glucomannan/κ-carrageenan ternary system by Dongling Qiao, Hao Li, Fatang Jiang, Siming Zhao, Sheng Chen, Binjia Zhang

“…For instance, the ternary composites could show hardness about 3 to 4 times higher than that for binary counterpart. These gels were dehydrated to acquire ternary composites. …”
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MEMBERSHIP IN NATIONAL HEALTH INSURANCE AMONG WORKERS IN INDONESIA by Ratna Dwi Wulandari, Agung Dwi Laksono, Tumaji Tumaji, Maria Holly Herawati, Noer Endah Pracoyo, Ina Kusrini

“…The analyzed variables included NHI's membership, occupation type, residence type, age group, gender, education level, marital status, and wealth status. The study employed binary logistic regression in the final step. Results: The results showed that government employees were 11.864 times more likely to be a member of NHI than the informal sector (95%CI 11.811-11.917). …”
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Breast cancer classification based on hybrid CNN with LSTM model by Mourad Kaddes, Yasser M. Ayid, Ahmed M. Elshewey, Yasser Fouad

“…This paper presents a novel hybrid model of DL models combined a Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) for binary breast cancer classification on two datasets available at the Kaggle repository. …”
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Trusting AI: does uncertainty visualization affect decision-making? by Jonatan Reyes, Anil Ufuk Batmaz, Marta Kersten-Oertel

“…The study measured changes in decisions, trust in AI, and decision-making confidence when uncertainty was visualized in a continuous format compared to a binary output of the AI model.ResultsOur findings indicate that visualizing uncertainty significantly enhances trust in AI for 58% of participants with negative attitudes toward AI. …”
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Choroidal and Retinal Thickness of Highly Myopic Eyes with Early Stage of Myopic Chorioretinopathy: Tessellation by Yanping Zhou, Minlu Song, Minwen Zhou, Yiming Liu, Fenghua Wang, Xiaodong Sun

“…The odds ratio (OR) and 95% confidence interval (CI) was 0.975 (0.960–0.990, P=0.001, binary logistics regression) and 0.991 (0.984–0.999, P=0.022, Cox regression). …”
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A Hybrid Framework for Detection and Analysis of Leaf Blight Using Guava Leaves Imaging by Sidrah Mumtaz, Mudassar Raza, Ofonime Dominic Okon, Saeed Ur Rehman, Adham E. Ragab, Hafiz Tayyab Rauf

“…The features were fused to get the best-desired results. Binary Gray Wolf Optimization (BGWO) was used on the fused features for feature selection. …”
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Gaia-4b and 5b: Radial Velocity Confirmation of Gaia Astrometric Orbital Solutions Reveal a Massive Planet and a Brown Dwarf Orbiting Low-mass Stars by Gudmundur Stefánsson, Suvrath Mahadevan, Joshua N. Winn, Marcus L. Marcussen, Shubham Kanodia, Simon Albrecht, Evan Fitzmaurice, Onė Mikulskytė, Caleb I. Cañas, Juan I. Espinoza-Retamal, Yiri Zwart, Daniel M. Krolikowski, Andrew Hotnisky, Paul Robertson, Jaime A. Alvarado-Montes, Chad F. Bender, Cullen H. Blake, J. R. Callingham, William D. Cochran, Megan Delamer, Scott A. Diddams, Jiayin Dong, Rachel B. Fernandes, Mark R. Giovinazzi, Samuel Halverson, Jessica Libby-Roberts, Sarah E. Logsdon, Michael W. McElwain, Joe P. Ninan, Jayadev Rajagopal, Varghese Reji, Arpita Roy, Christian Schwab, Jason T. Wright

“…Here we present RV follow-up observations of 28 M and K stars with candidate astrometric substellar companions, which led to the confirmation of two systems, Gaia-4b and Gaia-5b, identification of five systems that are single lined but require additional data to confirm as substellar companions, and the refutation of 21 systems as stellar binaries. Gaia-4b is a massive planet ( M  = 11.8 ± 0.7 M _J ) in a P  = 571.3 ± 1.4 day orbit with a projected semimajor axis a _0  = 0.312 ± 0.040 mas orbiting a 0.644 ± 0.02 M _⊙ star. …”
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The resilience instrument for older adults: scale development and preliminary validation by Chun Hu, Chun-Qing Zhang, Jingdong Liu, Yiqun Gan

“…The measurement model also displayed satisfying model fit and was proven invariant across gender. This study provided a reliable and valid age-specific instrument for the measurement of resilience in older people. …”
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ROUNDS Studies: Relation of OUtcomes with Nutrition Despite Severity—Round One: Ultrasound Muscle Measurements in Critically Ill Adult Patients by Carlos Alfredo Galindo Martín, Reyna del Carmen Ubeda Zelaya, Enrique Monares Zepeda, Octavio Augusto Lescas Méndez

“…Analysis was made comparing survivors versus nonsurvivors and finally using binary logistic regression with mortality as dependent variable. …”
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Optimum design of wind turbine foundation according to rebar detailing by Italo Linhares Salomão, Placido Rogério Pinheiro, Napoleão Vieira Nepomuceno, Gabriel Xavier Santiago Marinho, Matheus Martins Palmela Bastos de Oliveira, Joel J.P.C. Rodrigues, Bruno Ricardo de Almeida

“…The proposed model consists of three phases: the first involves a non-linear regression to obtain an equation that represents the bending moments at any point in the foundation; the second applies a linear quadratic model to choose the ideal layout of the calculation sections; and the third uses a binary integer linear model to determine the ideal diameter of the bars and their consequent positioning. …”
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A Versatile SERS Sensor for Multiple Determinations of Polycyclic Aromatic Hydrocarbons and Its Application Potential in Analysis of Fried Foods by Shi Wang, Jie Cheng, Caiqin Han, Jianchun Xie

“…All the 16 PAHs could be identified based on their characteristic peaks in the presence of the composited substrate, with estimated LOD as low as 0.2–2 ng·mL−1. The binary linear regression was optimized as the fitting model for all PAHs except for benzo(k)fluoranthene, with the linear correlation coefficient ranging from 0.9889 to 0.9997. …”
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