Model mitograficzny i model muzyczny jako dwa sposoby interpretacji storytellingu w serialu „Ślepnąc od świateł” Krzysztofa Skoniecznego oraz jego powieściowym pierwowzorze... by Arkadiusz Sylwester Mastalski

“…The above analysis shows how this interpretative dependence can be defined by the use of different models of interpretation that are embedded in two cultural patterns: the archetypal narrative prototype of a monomyth and the narrative-musical form of a hip-hop storytelling based on the cultural framework of the mythical katabasis.…”
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Rethinking the distinction between job burnout and depression: the mediating role of stress among healthcare professionals in Ecuador by María Aranzazu Cisneros-Vidal, Mateo Peñaherrera-Aguirre, Silvia L. Vaca-Gallegos, Belén Paladines, Pablo Ruisoto, Pablo Ruisoto, Pablo Ruisoto

“…The structural equation model showed that psychological stress partially mediated the association between personal accomplishment and depressive symptoms. …”
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A Clustering-Based Dimensionality Reduction Method Guided by POD Structures and Its Application to Convective Flow Problems by Qingyang Yuan, Bo Zhang

“…To address these issues, we propose a clustering-based dimensionality reduction method guided by POD structures (C-POD), which uses POD preprocessing to stabilize the selection of cluster centers. …”
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An Agglomerative Clustering Combined with an Unsupervised Feature Selection Approach for Structural Health Monitoring by Tales Boratto, Heder Soares Bernardino, Alex Borges Vieira, Tiago Silveira Gontijo, Matteo Bodini, Dmitriy A. Martyushev, Camila Martins Saporetti, Alexandre Cury, Flávio Barbosa, Leonardo Goliatt

“…Structural health monitoring (SHM) is critical for ensuring the safety and longevity of structures, yet existing methodologies often face challenges such as high data dimensionality, lack of interpretability, and reliance on extensive label datasets. …”
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СТРУКТУРНЫЕ ДИСПРОПОРЦИИ КАК УГРОЗА ЭКОНОМИЧЕСКОЙ БЕЗОПАСНОСТИ РОССИИ by N. V. Osokina, E. V. Slesarenko

“…Results: basing on the analysis of scientific economic literature and statistical data, the historical background is revealed of the emergence of structural disproportions in the Russian economy, the origins of which had been laid long before the formation of the USSR and tended to strengthen during the Soviet period, and later during the period of transformation processes that swept the country at the turn of XX-XXI centuries; the influence of structural disproportions on the security of the Russian economy was described, which can be interpreted as a threat, characterized by a complete de-industrialization of the economy, reduction of innovation development, degradation of economic base and scientific potential, increasing dependence on vital consumer and industrial goods; there is a need to change the vector of socio-economic development of Russia and form a new model of structural modernization. …”
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A Profession in the Spectrum between Crises and Compliments: Conference Interpreting by Esra Özkaya Marangoz

“…A number of common concepts and perspectives on this situation will be highlighted as they were featured on mainstream and social media, in addition to the findings obtained from non-structured interviews with two conference interpreters. …”
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Development of a Discrete Algorithm for Interpreting Ground-Penetrating Radar Data in Vertically Heterogeneous Media by Kazizat Iskakov, Almaz Tatin, Natalya Glazyrina, Ainur Kussainova, Nurgul Uzakkyzy, Kakim Sagindykov

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Multiscale Structural Information-Based Laplacian Generative Adversarial Network Representation Learning by Yan Liu, Xi Chen, Zheng Lu, Ziyue Wu

“…Deep learning-based algorithms are popular owing to their good performance to learn network representations, but they lack sufficient interpretability as closed boxes. In this study, we propose a novel algorithm called Multiscale structural information-based Laplacian generative adversarial Network Representation Learning (MLNRL). …”
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THE NEOTECTONIC STRUCTURE OF INTERMOUNTAIN BASINS OF MOUNTAINOUS ALTAI ACCORDING TO ELECTROMAGNETIC AND GEOLOGICAL DATA by N. N. Nevedrova, A. M. Sanchaa, E. V. Deev, S. M. Babushkin

“…Chuya and Kuray basins are studied better, and their basic geoelectrical models were constructed; however, the structure of their marginal parts is still unclear, and additional measurements are underway there. …”
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Interpretable fuzzy model reference adaptive controller for linear MIMO systems: MATLAB implementation and simulation toolkit by Krzysztof Wiktorowicz, Jacek Kluska

“…We present a MATLAB-based software package for designing and simulating an interpretable fuzzy model reference adaptive controller (FMRAC) for linear multi-input-multi-output (MIMO) systems with partially known dynamics. …”
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Construction and Application of Feature Recommendation Model for Remote Sensing Interpretation of Rock Strata Based on Knowledge Graph by Liufeng Tao, Qirui Wu, Miao Tian, Zhong Xie, Jianguo Chen, Yueyu Wu, Qinjun Qiu

“…Using a dataset of 2591 geological survey reports and scientific literature, a remote sensing interpretation ontology model was established, featuring four core entities (rock type, stratigraphic unit, spectral feature, and geomorphological indicator). …”
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STATISTICAL ANALYSIS AND INTERPRETATION OF THE HYPSOMETRIC UNIFORMITY (NON-UNIFORMITY) FOR THE REALIZATION OF THE GEOSPHERE MODEL OF STABILITY OF GEOSYSTEMS IN DAGHESTAN by L. Sh. Akhmedova, N. O. Guseynova

“…In order to introduce the geosphere sustainability model of geosystems in the territory of the Republic of Dagestan, we conducted a statistical analysis and interpretation using a hypsometric analysis of the territory based on a detailed study of the relief morphology using mathematical statistics and visualization methods.Methods. …”
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A Simple Emulator That Enables Interpretation of Parameter‐Output Relationships, Applied to Two Climate Model PPEs by Qingyuan Yang, Gregory S. Elsaesser, Marcus van Lier‐Walqui, Trude Eidhammer

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UniHSFormer X for Hyperspectral Crop Classification with Prototype-Routed Semantic Structuring by Zhen Du, Senhao Liu, Yao Liao, Yuanyuan Tang, Yanwen Liu, Huimin Xing, Zhijie Zhang, Donghui Zhang

“…Evaluated on three UAV-based benchmarks—WHU-Hi-LongKou, HanChuan, and HongHu—the model achieves up to 99.80% overall accuracy and 99.28% average accuracy, outperforming state-of-the-art CNN, ViT, and hybrid architectures across both structured and heterogeneous agricultural scenarios. …”
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Tectonic characteristics and numerical simulation analysis of an arcuate structural belt：A case study of the middle and southern segments of the Red River fault by WANG Chenxu, LI Xi

“…Additionally, there are significant undulations in the lower part of the overlying strata on both sides of the fault. (2) The numerical simulations show that the influence of the far-field stress on the horizontal and vertical deformation of the southeastern margin of the Qinghai-Tibet Plateau is quite different on both sides of 26.5°N, and the deformation is further enhanced by the presence of lower crustal flow. (3) Numerical simulations of velocity fields, maximum shear strain rates, and maximum principal stresses demonstrate that surface motion trajectories, velocity distributions, stress conditions, and deformation accumulation differ among different models for the arcuate structural belt area; the presence of lower crustal flow promotes deformation accumulation and makes the magnitude of the velocity field closer to that of the current GPS horizontal velocity field.  …”
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Causal Biological Network Model for Inflammasome Signaling Applied for Interpreting Transcriptomic Changes in Various Inflammatory States by Hasmik Yepiskoposyan, Manuel C. Peitsch, Marja Talikka

“…The information on inflammasome biology is rapidly growing, thus creating the need for structuring it into a model that can help visualize and enhance the understanding of underlying biological processes. …”
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Coordinated empathy in attending general practitioners: an interpretive phenomenological approach to constructing a conceptual model of empathy by Eishin Muramatsu, Noriyuki Takahashi, Muneyoshi Aomatsu, Mina Suematsu, Kei Miyazaki

“…Methods We conducted four semi-structured interviews with three board-certified attending general practitioners. …”
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Automated identification of sedimentary structures in core images using object detection algorithms. by Ammar J Abdlmutalib, Korhan Ayranci, Umair Bin Waheed, Hamad D Alhajri, James A MacEachern, Mohammed N Al-Khabbaz

“…Manual interpretation of sedimentary structures in core-based analyses is critical for understanding subsurface geology but remains time-intensive, expert-dependent, and susceptible to bias. …”
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AI-Driven Optimization of Multilayer Thin-Film Structures for Advanced Optical Applications by Emad Alkhazraji, Sani Mukhtar, Haitham Khaled, Jaime Viegas

“…In this study, we propose a data-driven framework that leverages a fully connected neural network (FCNN) as a surrogate model to accelerate and interpret the design of a high-reflectivity multilayer structure composed of alternating Ta2O5 and MgF2 layers. …”
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DEEP-SEATED STRUCTURE OF THE LOWER AMUR PROVINCE AND EPITHERMAL GOLD MINERALIZATION THEREIN by M. Yu. Nosyrev, A. Yu. Yurchuk, A. N. Didenko

“…The density and magnetic models of the Earth’s crust and lithospheric mantle were developed for the Lower Amur River gold-bearing area. …”
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