About the confusion-matrix-based assessment of the results of imbalanced data classification by V. V. Starovoitov, Yu. I. Golub

“…When constructing classifiers, it is recommended to evaluate errors by functions that do not depend on the data imbalance, that allows to hope for more correct classification results for real data.…”
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Recognizing Persian Dramatic Language: A Systemic Approach by Raziyeh Gholipour Hafshejani, Mohammad Dabir Moghaddam

“…As drama and dramatic text are indispensable to literature, a more accurate understanding of dramatic language can be achieved by studying the language of dramatic texts within the framework of Halliday’s systemic functional grammar (SFG). …”
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Fabulous but Forgotten Fucoid Forests by Mads S. Thomsen, Peter A. U. Stæhr, Paul M. South

“…Fucoid forests would be less forgotten if more people acknowledge their biological importance and societal value more often and equate their importance to that of the better‐known marine foundation species. …”
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Promoting Family Science Conversations in the LaCuKnoS Project by Cory Buxton, Diana Crespo Camacho, Barbara Ettenauer

“…More specifically, this paper addresses the question: How do families describe and evaluate science in their lives and communities during family conversations that occur during each of these three engagement models? …”
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Investigating the implementation of a new protocol and clinical tool designed to assess the audiological needs of individuals with hearing loss in clinical settings by Mathieu Hotton, Mathieu Hotton, Loonan Chauvette, Sandie Poulin, Jean-Pierre Gagné, Jean-Pierre Gagné

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Analytical solution for temperature distribution of plates with convective boundaries under welding by Eduardo Vitor Meirelles, Marcelo Igor Lourenço, Jean-David Caprace

“…The analytical solution is derived using the Green's Function Method, where a three-dimensional Green's function is obtained by the product of convective one-dimensional functions. …”
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A study of rare earth elements enriched carbonisation material prepared from Dicranopteris pedata biomass grown in mining area by Liujun Feng, Zhiqiang Chen, Haiyan Wang, Zhibiao Chen, Zuliang Chen, Jianhua Liu, Yuee Zeng

“…Characterisation analysis confirmed that rich functional groups like aromatic, hydroxyl and C = C/C-C in REEs/C-4 provided more chelation sites to effectively complex with Pb(II), while the superior removal capacity of REEs/C-8 resulted from the enrichment of more REEs and abundant pore structure. …”
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Neural responses to peers moderate conversation-drinking associations in daily life by Mia Jovanova, Ovidia Stanoi, Christin Scholz, Bruce Doré, Danielle Cosme, Yoona Kang, Nicole Cooper, Zachary M. Boyd, Dani S. Bassett, Peter J. Mucha, David M. Lydon-Staley, Kevin N. Ochsner, Emily B. Falk

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Uncovering the multi-layer cis-regulatory landscape of rice via integrative nascent RNA analysis by Marina Goliasse, Aurore Johary, Adrian E. Platts, Fabian Ortner-Krause, Patrick P. Edger, Jae Young Choi, Michael D. Purugganan, Zoé Joly-Lopez

“…Conserved noncoding sequences are associated with more complex regulatory interactions, while regions marked by chromatin accessibility or bi-directional nascent transcription tend to promote more stable regulatory activity. …”
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Influence mechanism of carboxyl groups of fatty acids on the weak interaction of low-rank coal-water interface by Zechen LIU, Xianshu DONG, Yuping FAN, Yinfei LIAO, Yijun CAO

“…It shows that the interaction between carboxylic acid molecules with more carboxylic groups and the surface of low-rank coal is greatly affected by water. …”
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MXene termination and stacking bias on the reverse water gas shift reaction catalysis by Ángel Morales-García, José D. Gouveia, Anna Vidal López, Aleix Comas-Vives, Francesc Viñes, José R.B. Gomes, Francesc Illas

“…Here, first-principles calculations based on density functional theory (DFT) coupled with mean-field microkinetic (MKM) simulations are performed to investigate the effects of the atomic layer stacking and the surface functionalization with oxo groups on the catalyst performance. …”
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Pre-pandemic individual and household predictors of caregiver and child COVID-19-related stress in a high-risk sample by Anneke E. Olson, Chad E. Shenk, Zachary Fisher, Christine M. Heim, Jennie G. Noll, Idan Shalev, Hannah M.C. Schreier

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Parameters of oculomotor activity and cerebral hemodynamics in students with different types of autonomic reactivity while performing cognitive tasks by Anna I. Taleeva, Natalya V. Zvyagina, Olga E. Karyakina, Nikolay V. Popov, Tatyana V. Zotikova

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Factors impacting loneliness in patients with serious life-limiting illness in the Emergency Medicine Palliative Care Access (EMPallA) study by Brendan Maloney, Mara Flannery, Jason J. Bischof, Kaitlyn Van Allen, Oluwaseun Adeyemi, Keith S. Goldfeld, Allison M. Cuthel, Alex Chang, Corita R. Grudzen

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Neuroimaging and Electrophysiology Evidence Unveiling the Mystery of Disorders of Consciousness by BAI Yang

“…Among them, neuroimaging techniques, including positron emission tomography (PET), functional magnetic resonance imaging (fMRI), and functional near-infrared spectroscopy (fNIRS), as well as electrophysiological techniques, including spontaneous electroencephalograms (EEG), event-related potentials (ERPs), and transcranial magnetic stimulation-induced electroencephalograms (TMS-EEG), have provided different dimensional features related to consciousness. …”
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Сonceptualization and improvement of management of competitiveness of goods by T. G. Gutium

“…The novelty of this research is the extension of functions, the development of new principles for management of competitiveness of commodity and stages of management of competitiveness assessment of goods.…”
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Expression of CD14⁺CD282⁺, CD14⁺CD284⁺, CD14⁺HLA-DR⁺, CD14⁺CD11b⁺ receptors and sIgA level i... by G. N. Chistyakova, I. I. Remizova, A. V. Ustyuzhanin, A. A. Makhanyok, P. A. Kadochnikova, D. A. Abakarova

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Impairment of renal reserve filtration capacity in stage II–III chronic obstructive pulmonary disease under conditions of syntropy with stage II essential hypertension by S. Ya. Dotsenko, L. S. Akimova

“…According to the Pearson’s chi-squared test, adverse disorders of pulmonary respiratory function were significantly more common (decreased Tiffeneau index (χ2 = 6.13, p = 0.013)) as well as cases of microalbuminuria combined with elevated renal interlobar artery resistance (RI ILRA >1.05 RU) (χ2 = 13.64, p < 0.001) in COPD patients with EH in the lower quartile of the FRR index, indicating the possible parallelism in certain pathological processes and abnormal autoregulatory mechanisms of glomerular filtration in combination of COPD and EH. …”
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Boosting electrocatalytic generation of FDCA and H2 from 2,5-furanedimethanol solution by carbonized wood supported Fe-CoP nanoleaves by Yuan Ma, Jiaojiao Miao, Yuanyuan Li, Xuehua Zhou, Lianbing Zhang, Jian Zhang, Guanglei Li, Yong Qin, Jie Gao

“…Abstract Electrocatalytic oxidation of more stable 2,5-furanedimethanol (FDM) for 2,5-furanediformic acid (FDCA) generation with concurrent hydrogen production is attractive but still nascent compared to 5-Hydroxymethyl-2-furaldehyde (HMF). …”
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Nonlinear analysis of stability for imperfect eccentrically stiffened FGM plates under mechanical and thermal loads based on FSDT. Part 2: Numerical results and discussions by Dao Van Dung, Nguyen Thi Nga

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