Service-based learning experiences of pre-service Turkish teachers: Language teaching to Syrian refugees by Nurşat Biçer, Yakup Alan

“…Themes were formed by classifying and interpreting the data. In the study, the experiences of pre-service teachers with students, the teaching process, teaching environment, students, and service-based learning process were analysed. …”
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“(Not) knowing what you know”: Exploring educators’ perceptions of critical thinking in occupational therapy by Jemma Gilfillan, Laura Irvine-Brown, Amelia Di Tommaso, Ana Paula Serrata Malfitano, Lisette Farias

“…Data were analysed using content analysis.Results This study reveals a considerable diversity of perceptions and experiences of ambiguity regarding educators’ perceptions of what they know about and how to teach critical thinking. Most educators interpret critical thinking in ways that differs from their colleagues. …”
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World informatization in conditions of international globalization: Factors of influence by V. Babenko, I. Perevozova, O. Mandych, T. Kvyatko, O. Maliy, I. Mykolenko

“…The study allowed to determine the main priorities for the development of information in the context of clusters, formed in accordance with the level of information development in the country of each group. Interpretation of the results allowed determining the most influential factors in the development of informatization of the countries of each group, which is the basis for forming recommendations on organizational measures to increase the level of informatization in the context of international globalization.…”
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Classification of the Crystal Structures of Orthosilicate Cathode Materials for Li-Ion Batteries by Artificial Neural Networks by Mookala Premasudha, Bhumi Reddy Srinivasulu Reddy, Kwon-Koo Cho, Ahn Hyo-Jun, Jae-Kyung Sung, Nagireddy Gari Subba Reddy

“…The model demonstrated strong predictive capability, with only seven misclassifications from 267 datasets, highlighting its robustness and reliability in predicting the crystal structure of orthosilicate cathodes. To enhance interpretability and model reliability, we employed the Index of Relative Importance (I_RI) to identify critical features influencing predictions. …”
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Interface dipole evolution from the hybrid coupling between nitrogen-doped carbon quantum dots and polyethylenimine featuring the electron transport thin layer at Al/Si interfaces by Sasimontra Timjan, Ta-Cheng Wei, Kuan-Han Lin, Yi-Ting Li, Po-Hsuan Hsiao, Chia-Yun Chen

“…These findings are practically employed on the Si-based hybrid solar cells at Si/Al interfaces, fulfilling the conversion-efficiency improvement by 30.9 % compared with reference cells without ETL employment, which are experimentally interpreted by the efficient electron transport across the Si/Al heterojunction and charge collection.…”
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The Linguistic Landscape of Ulaanbaatar: what Signs and People tell about by Erzhen V. Khilkhanova

“…As a certain ‘reconciliation’ of ambivalent language ideologies a hybrid naming strategy is interpreted, i.e. the combination of Mongolian and English on both official and unofficial signs of the linguistic landscape. …”
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MOKSLO VERTYBINIO NEUTRALUMO PROBLEMA XX A. FILOSOFIJOJE (M. WEBERIS, ANALITINĖ MOKSLO FILOSOFIJA IR METAETIKA, KRITINĖ TEORIJA) by Zenonas Norkus

“…So Weber's concept is interpreted as outline of quasi-transcendental dialectics of practical reason. …”
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Development and validation of an explainable machine learning model for mortality prediction among patients with infected pancreatic necrosisResearch in context by Caihong Ning, Hui Ouyang, Jie Xiao, Di Wu, Zefang Sun, Baiqi Liu, Dingcheng Shen, Xiaoyue Hong, Chiayan Lin, Jiarong Li, Lu Chen, Shuai Zhu, Xinying Li, Fada Xia, Gengwen Huang

“…The SHapley Additive exPlanations (SHAP) method was employed to interpret the model in terms of features importance and features effect. …”
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Toward trustworthy COVID-19 interventions: Building vaccine trust through community-university partnerships. by Laura A Bray, Lori L Jervis, Amanda E Janitz, Laura Ross, Gloria Tallbull, Timothy M VanWagoner, CATCH-UP Vaccines Team

“…Proposed interventions included two technology-based strategies (text message reminders and tablet-based testimonials and education) and one dialogue-based strategy (anti-body test interpretation). We find that community partners perceived local universities as trustworthy institutions because of their association with popular sports programs, academic credentials, and proximity, creating opportunities to address vaccine-related distrust through community-university partnerships. …”
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How do animals weigh conflicting information about reward sources over time? Comparing dynamic averaging models by Jack Van Allsburg, Timothy A. Shahan

“…While the data provided strong evidence of spontaneous recovery of choice, the form and extent of recovery was inconsistent with the models under investigation. Potential interpretations are discussed in relation to both the decision rule and valuation functions employed.…”
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Using Landsat time-series to investigate nearly 50 years of tree canopy cover change across an urban-rural landscape in southern Ontario by Mitchell T. Bonney, Yuhong He

“…We build a TCC time-series by training random forest models using visually interpreted TCC from high-resolution imagery. Predictors include topographic and yearly LandsatLinkr-harmonized and LandTrendr-fitted tasseled cap indices. …”
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Linking machine learning and biophysical structural features in drug discovery by Armin Ahmadi, Shivangi Gupta, Vineetha Menon, Jerome Baudry

“…This novel approach integrates biophysical insights with machine learning, focusing on pharmacophoric properties such as charge, hydrogen bonding, hydrophobicity, and aromaticity.ResultsResults showed significant enrichment of true positive ligands—improving database enrichment by up to 54-fold compared to random selection—demonstrating the robustness of this approach across diverse proteins.ConclusionUnlike conventional structure-based or ligand-based screening methods, this work emphasizes the role of specific protein conformations in driving ligand binding, making the process highly interpretable and actionable for drug discovery. The key innovation lies in identifying pharmacophore features tied to conformations selected by ligands, offering a predictive framework for optimizing drug candidates. …”
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Superficially Plausible Outputs from a Black Box: Problematising GenAI Tools for Analysing Qualitative SoTL Data by Mirjam Sophia Glessmer, Rachel Forsyth

“…In some instances, interpretations and extrapolations of data happened when it was clearly stated in the prompt that the tool should only analyse a specified dataset based on explicit instructions. …”
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Imaging in connective tissue disease-associated interstitial lung disease by Praveen P G. Rao, Kushal Joshi, Sidath Liyanage, Daniel Dalili, Gouri Koduri

“…High-resolution computed tomography (HRCT) remains the modality of choice in characterization, assessment of disease severity/progression, and response to therapy. Interpretation of HRCT in ILD is often challenging, but an emphasis on pattern recognition in the clinical context should lead to prompt diagnosis and management. …”
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Unconventional quantum oscillations and evidence of nonparabolic electronic states in quasi-two-dimensional electron system at complex oxide interfaces by Km Rubi, Denis R. Candido, Manish Dumen, Shengwei Zeng, Emily L.Q.N. Ammerlaan, Femke Bangma, Mun K. Chan, Michel Goiran, Ariando Ariando, Suvankar Chakraverty, Walter Escoffier, Uli Zeitler, Neil Harrison

“…For 2D confined electrons at these interfaces, we observed a progressive increase of oscillations frequency and cyclotron mass with the magnetic field. We interpret these universal and intriguing findings by considering the existence of nontrivial electronic bands, for which the E−k dispersion incorporates both linear and parabolic relations. …”
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Microscopic Traffic Characterization of Light Rail Transit Systems at Level Crossings by Robel Desta, Daric Tesfaye, János Tóth

“…Traffic modelling ensures better understanding and interpretation of complex traffic interactions. This study is aimed at modelling light rail transit (LRT) system operational characteristics at level crossings in Addis Ababa City using VISSIM software. …”
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Cellular Uplink Impairments in Vehicular Repeater Deployments by Martin Lerch, Philipp Svoboda, Josef Resch, Markus Rupp

“…However, in vehicular repeater systems there are other sources of uplink interference that could be mistakenly be interpreted as additive noise. In addition to the influence of additive noise, in this paper we investigate the influence of inter-symbol interference due to direct propagation through the windows, interference due to passive intermodulation that can occur in the indoor antenna, and interference due to limited isolation between the indoor and outdoor antenna. …”
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A scenario-based alternative to conventional tools for choosing the strategy in turbulent environments by Ali Sorourkhah

“…To address these issues, this research proposed an alternative approach for choosing the best strategy in which the alternative strategies are defined by SWOT analysis, future scenarios are determined by applying a matrix approach, irrational scenarios are eliminated by using interpretive structural modelling, and strategies are assessed by implementing Robustness Analysis (RA). …”
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Implementation of International Standards in Russia's Foreign Trade Statistics by N. E. Grigoruk, S. A. Galkin

“…The article describes the key features of the theory and practice of modern foreign trade statistics in Russia and abroad, with an emphasis on the methodological problems of its main parts - the external trade statistics. It shows their interpretation in the most recent recommendations by UN statistical apparatus and other international organizations; considers a range of problems associated with the implementation of the national statistical practices of countries, including Russia and the countries of the Customs Union, the main international standard of foreign trade statistics - UN document "International Merchandise Trade Statistics". …”
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The Piesberg: A NW-German site of international importance for the Pennsylvanian (Late Carboniferous) by Angelika Leipner, Tobias Fischer, Patrick Chellouche

“…This paper highlights the international importance of the Piesberg by compiling its fossil record and paleoenvironmental interpretations. We also present preliminary data on new floral and faunal elements found in a recently discovered lake deposit. …”
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