AI-Based Advanced Approaches and Dry Eye Disease Detection Based on Multi-Source Evidence: Cases, Applications, Issues, and Future Directions by Mini Han Wang, Lumin Xing, Yi Pan, Feng Gu, Junbin Fang, Xiangrong Yu, Chi Pui Pang, Kelvin Kam-Lung Chong, Carol Yim-Lui Cheung, Xulin Liao, Xiaoxiao Fang, Jie Yang, Ruoyu Zhou, Xiaoshu Zhou, Fengling Wang, Wenjian Liu

“…Despite the promising opportunities, challenges such as diverse diagnostic evidence, complex etiology, and interdisciplinary knowledge integration impede the interpretability, reliability, and applicability of AI-based DED detection methods. …”
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Bahaja Menghantjam: Ups And Downs of the New PNI Movement 1931-1942 by Ilham Nur Utomo, Agustinus Supriyono, Indriyanto Indriyanto

“…The method used in this research was the historical method consisting of heuristics, source criticism, interpretation, and historiography. The findings indicated that the New PNI was still able to survive in the dynamics of the Indonesian independence movement even though it had to experience downturn from August 1933 to 1942 as an implication of vergader verbod. …”
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Nonlinearities in Economic Globalization Effects on the Environment: New Insights from a Panel Smooth Transition Regression Model by Çiğdem Demir Toker, Metehan Ercan

“…This nonlinear approach divides the series into homogeneous regimes depending on the threshold variable and allows us to make regime-specific interpretations. As a result, this study, in which REP was defined as the threshold variable, has shown that there is a two-regime nonlinear relationship between environmental quality and economic globalization. …”
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Laser-induced coherent spin change due to spin-orbit coupling by In Cheol Yu, Jung Hyun Oh, Je-Ho Shim, Kab-Jin Kim, Byong-Guk Park, Dong-Hyun Kim, Kyoung-Whan Kim, Hyun-Woo Lee, Kyung-Jin Lee, Fabian Rotermund

“…Despite earlier reports, coherent spin excitation has been overlooked, because of the challenges of interpreting magneto-optical Kerr effect (MOKE) signals and the assumption of optical dipole transitions. …”
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Should miliary tuberculosis be considered as a possible cause of infertility in the new era: a case report and literature review by Aleksandra Cvetkovic, Ana Blanka Protic, Jelena Jovanovic, Tatjana Adzic Vukicevic, Tatjana Adzic Vukicevic

“…Because of the appearance of headaches, brain nuclear magnetic resonance (NMR) was done, and diffuse nodular brain lesions were found, which were initially interpreted as metastatic cancer disease. Afterward, the miliary changes were discovered in various organ systems, and the presence of Mycobacterium tuberculosis was confirmed. …”
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Derivation of CaO-SiO2-Al2O3system slag viscosity equation by GP by Ri S.-C., Ra J.-H., Ryom K.-C.

“…However, a slag viscosity model is difficult to exactly interpret as it has a strong nonlinear relation with its composition and temperature. …”
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Real-time discrimination of earthquake signals by integrating artificial intelligence technology into IoT devices by Zhi Geng, Yanfei Wang, Wenyong Pan, Caixia Yu, Zhijing Bai, Hongzhou Zhang

“…This model encodes the discrimination process as a single numerical value, offering interpretability with only 2693 parameters. Trained on raw seismic waveforms from Utah, USA, MCU-Quake demonstrates its generalization capability across a global natural earthquake dataset. …”
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Climate narratives in educational agendas: On the value of time for pedagogical research and environmental policies by José Antonio Caride, José Gutiérrez Pérez, Pablo Ángel Meira Cartea

“…This could be, in its connotations that are most open to scientific, pedagogical and social interpretation, the principal claim referred to by arguments in which are projected the reflective, methodological, empirical, and documentary concerns of the text we present regarding climate narratives in the educational agendas of the third millennium. …”
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Intelligent emergency assisted decision-making method based on standard digitalization: Hazardous chemical accidents in industrial parks by Zhenxiang Tao, Xiaohan Liu, Ying Li, Peifeng Hu, Weitong Tang, Ning Luo, Jiansong Wu, Rui Yang

“…Second, through the application of semantic analysis and intention recognition of the decision target, coherent and interpretable query sentences for the decision system were crafted. …”
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Dynamic allostery in the peptide/MHC complex enables TCR neoantigen selectivity by Jiaqi Ma, Cory M. Ayres, Chad A. Brambley, Smita S. Chandran, Tatiana J. Rosales, W. W. J. Gihan Perera, Bassant Eldaly, William T. Murray, Steven A. Corcelli, Evgenii L. Kovrigin, Christopher A. Klebanoff, Brian M. Baker

“…Surprisingly, TCR specificity often manifests in ways not easily interpreted from static structures. Here we show that TCR discrimination between an HLA-A*03:01 (HLA-A3)-restricted public neoantigen and its wild-type (WT) counterpart emerges from distinct motions within the HLA-A3 peptide binding groove that vary with the identity of the peptide’s first primary anchor. …”
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Acid Hydrolysis of Bromazepam Catalyzed by Micelles, Reverse Micelles, and Microemulsions by Ferdousi Begum, M. Yousuf A. Mollah, M. Muhibur Rahman, Md. Abu Bin Hasan Susan

“…The kinetic data for catalysis by micelles of CTAB was interpreted with the pseudophase ion exchange (PIE) model. …”
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Clustering Universities According to Performance Indicators and Determination of Organizational Culture Types in Clusters by Maxat Aitimbetov, Dinmukhamed Kelesbayev, Gulzhamal Koptayeva, Gulshat Zhadigerova, Assylkhan Tursyn, Aripkhan Sadykov

“… This study aims to reveal the organizational culture types of state universities in Kazakhstan, to define the dominant organizational culture type and to interpret the organizational culture types in terms of performance indicators. …”
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Application of Sustainability Criteria in Identifying Sites for Social Housing in Serbia by Tanja Njegić, Sanja Simonović Alfirević, Tijana Crnčević, Katarina Majhenšek

“…The key research methods included the identification, systematization, and interpretation of relevant general and specific criteria through a literature review, and a case study in which multi-criteria analysis and a resident satisfaction survey were used. …”
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Prompt injection attacks on vision language models in oncology by Jan Clusmann, Dyke Ferber, Isabella C. Wiest, Carolin V. Schneider, Titus J. Brinker, Sebastian Foersch, Daniel Truhn, Jakob Nikolas Kather

“…Abstract Vision-language artificial intelligence models (VLMs) possess medical knowledge and can be employed in healthcare in numerous ways, including as image interpreters, virtual scribes, and general decision support systems. …”
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Cognitive Assessment of Very Preterm School-age Children by Chronological vs. Corrected Age by Yolanda Sánchez-Sandoval, Agustina Lambrisca, Isabel Benavente-Fernández, Laura Lacalle, Melissa L. Martínez-Shaw

“…When evaluating the cognitive skills in preterm children it should always be indicated whether or not prematurity correction was used, even at older ages, in order to avoid possible biases in the interpretation of the results.…”
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Reliability Prediction of Ontology-Based Service Compositions Using Petri Net and Time Series Models by Jia Li, Yunni Xia, Xin Luo

“…OWL-S, one of the most important Semantic Web service ontologies proposed to date, provides a core ontological framework and guidelines for describing the properties and capabilities of their web services in an unambiguous, computer interpretable form. Predicting the reliability of composite service processes specified in OWL-S allows service users to decide whether the process meets the quantitative quality requirement. …”
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Implementation of the national independent empowerment program - marine and fisheries by Elake Nataniel, Montgomery Warbal, Ignasius Setitit

“…The results of the research are formulated in three propositions, namely: (1) the process of implementing public policies can create changes, both in the behavior of social, economic, and cultural status towards implementation in the field or target groups determined by the policy context and content included in the policy document. (2) The policy implementation process with a long bureaucratic span will tend to fail if internal and external coordination are not fully understood and carried out consistently by policy implementers. (3) Top-down policy implementation will be successful if it can be interpreted and adapted to local conditions where the policy is implemented.…”
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Chemical Polymerization Kinetics of Poly-O-Phenylenediamine and Characterization of the Obtained Polymer in Aqueous Hydrochloric Acid Solution Using K2Cr2O7 as Oxidizing Agent by S. M. Sayyah, A. B. Khaliel, Ahmed A. Aboud, S. M. Mohamed

“…The ac conductivity was interpreted as a power law of frequency. The frequency exponent (s) was found to be less than unity and decreased with the increase of temperature, which confirms that the correlated barrier hopping model was the dominant charge transport mechanism.…”
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Aging Mechanisms of Electrode Materials in Lithium-Ion Batteries for Electric Vehicles by Cheng Lin, Aihua Tang, Hao Mu, Wenwei Wang, Chun Wang

“…In this review, we give an interpretation of capacity/power fading of electrode-oriented aging mechanisms under cycling and various storage conditions for metallic oxide-based cathodes and carbon-based anodes. …”
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We are all a little bit Cerberus: towards bioethical applicability of animalism by S. Yu. Shevchenko

“…The figure of Cerberus, a two-headed animal, and a single agent, allows to develop an alternative interpretation of the animal (living organism), more comprehensively characterizing who is involved in bioethical collisions. …”
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