Non-target effects of ten essential oils on the egg parasitoid Trichogramma evanescens by van Oudenhove, Louise, Cazier, Aurélie, Fillaud, Marine, Lavoir, Anne-Violette, Fatnassi, Hicham, Perez, Guy, Calcagno, Vincent

“…Specific experimental setups were developed, and data obtained from image analysis were interpreted with phenomenological models fitted with Bayesian inference. …”
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A systematic review of the utility of assistive technologies for SEND students in schools by Kaussar Mukhtarkyzy, Laura Smagulova, Ainur Tokzhigitova, Nurgul Serikbayeva, Olzhas Sayakov, Asset Turkmenbayev, Rakhila Assilbayeva

“…The findings stress the importance of a nuanced interpretation of evidence, considering the challenges posed by the limited number of eligible studies. …”
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Tripartite organization of brain state dynamics underlying spoken narrative comprehension by Lanfang Liu, Jiahao Jiang, Hehui Li, Guosheng Ding

“…Speech comprehension involves the dynamic interplay of multiple cognitive processes, from basic sound perception, to linguistic encoding, and finally to complex semantic-conceptual interpretations. How the brain handles the diverse streams of information processing remains poorly understood. …”
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Explainable AI-Enhanced Human Activity Recognition for Human–Robot Collaboration in Agriculture by Lefteris Benos, Dimitrios Tsaopoulos, Aristotelis C. Tagarakis, Dimitrios Kateris, Patrizia Busato, Dionysis Bochtis

“…To fill this gap, this study integrates explainable artificial intelligence, specifically SHapley Additive exPlanations (SHAP), thus enhancing the interpretability of the model. Data were collected from 20 participants who wore five inertial measurement units (IMUs) at various body positions while performing material handling tasks involving an unmanned ground vehicle in a field collaborative harvesting scenario. …”
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A 20 m spatial resolution peatland extent map of Alaska by Mark J. Lara, Roger Michaelides, Duncan Anderson, Wenqu Chen, Emma C. Hall, Caroline Ludden, Aiden I. G. Schore, Umakant Mishra, Sarah N. Scott

“…Here we develop a new 20 m spatial resolution wall-to-wall ~1.5 million km2 peatland map of Alaska, using peat cores, ground observations, and sub-meter resolution image interpretation. Ground-data were used to train machine learning classifiers to detect peatlands using a fusion of Sentinel-1 (Dual-polarized Synthetic Aperture Radar), Sentinel-2 (Multi-Spectral Imager), and derivatives from the Arctic Digital Elevation Model (ArcticDEM), that were spatially constrained by a peatland suitability model. …”
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Documenting and characterising gestational weight gain beliefs and experiences among Marshallese pregnant women in Arkansas: a protocol for a longitudinal mixed-methods study by Pearl A McElfish, Britni L Ayers, Cari A Bogulski, Lauren Haggard-Duff, Aline Andres, Elisabet Børsheim

“…Quantitative and qualitative data will be analysed separately and then synthesised during the interpretation phase.Ethics and dissemination The study used a community engaged approach approved by the University of Arkansas for Medical Sciences Institutional Review Board (#228023). …”
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Physics-Informed Denoising Model for Dynamic Data Recovery of Power Systems by Jian Li, Guoqiang Lu, Yongbin Li, Dongning Zhao, Huaiyuan Wang, Yucheng Ouyang

“…In light of the poor interpretability exhibited by traditional machine learning (ML) methods in denoising, a physics-informed denoising model (PIDM) for dynamic data recovery is proposed. …”
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Implementing deep learning-based disruption prediction in a drifting data environment of new tokamak: HL-3 by Zongyu Yang, Wulyu Zhong, Fan Xia, Zhe Gao, Xiaobo Zhu, Jiyuan Li, Liwen Hu, Zhaohe Xu, Da Li, Guohui Zheng, Yihang Chen, Junzhao Zhang, Bo Li, Xiaolong Zhang, Yiren Zhu, Ruihai Tong, Yunbo Dong, Yipo Zhang, Boda Yuan, Xin Yu, Zongyuhui He, Wenjing Tian, Xinwen Gong, Min Xu

“…A series of advantages are also brought by the modules, including the robustness in handling missing input channels, and the interpretability to identify which parameter of plasma is under abnormal condition. …”
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Optimized Naive-Bayes and Decision Tree Approaches for fMRI Smoking Cessation Classification by Amirhessam Tahmassebi, Amir H. Gandomi, Mieke H. J. Schulte, Anna E. Goudriaan, Simon Y. Foo, Anke Meyer-Baese

“…The scientific research goal of this study was to interpret the fMRI connectivity maps based on machine learning algorithms to predict the patient who will relapse and the one who will not. …”
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Radar internal reflection horizons from multisystem data reflect ice dynamic and surface accumulation history along the Princess Ragnhild Coast, Dronning Maud Land, East Antarctica by Inka Koch, Reinhard Drews, Steven Franke, Daniela Jansen, Falk Marius Oraschewski, Leah Sophie Muhle, Vjeran Višnjević, Kenichi Matsuoka, Frank Pattyn, Olaf Eisen

“…Here, IRHs were derived from radar data combined across radar platforms (airborne and ground-based) in coastal eastern Dronning Maud Land (East Antarctica), comprising three ice rises and adjacent two ice shelves. To facilitate interpretation of dominant spatiotemporal patterns of processes shaping the local IRH geometry, traced IRHs are classified into three different types (laterally continuous, discontinuous or absent/IRH-free). …”
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Glimpsing “The Architect” in the daily work of nurses in hospital management by Ludmila Mourão Xavier-Gomes, Gizele Ferreira David, Hanna Beatriz Bacelar Tibães, Susiane Sucasas Frison, Thiago Luis de Andrade-Barbosa

“…Data were submitted to content analysis, and the study uncovered four empirical categories operationalized in three stages: pre-analysis, material exploration and treatment of results and interpretation. The analysis showed the following empirical categories, “the nurse in the search for quality of care,” “leadership as essential skill of the nurse manager” and “the formation of the nurse for the exercise of the managerial function. …”
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Increasing Trend of Resistance to Penicillin, Tetracycline, and Fluoroquinolone Resistance in Neisseria gonorrhoeae from Pakistan (1992–2009) by Kauser Jabeen, Summiya Nizamuddin, Seema Irfan, Erum Khan, Faisal Malik, Afia Zafar

“…Antimicrobial susceptibility testing was performed and interpreted according to Clinical Laboratory Standards Institute (CLSI) criteria using the disk diffusion methodology against penicillin, ceftriaxone, tetracycline and ofloxacin. …”
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Extra-Legal Actions of the Security Council in Violation of Fundamental Human Rights by Seyyed Ghasem Zamani, Javad Safdari kohneshahri

“…The Security Council has interpreted the concept of international peace and security extensively and extended it to a wide range of issues, including the protection of human rights and the protection of human rights abuses. …”
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Prevalence of congenital color vision deficiency (CCVD) among drivers in United Arab Emirates (UAE) by Osamudiamen McHillary Ogiemudia, Grace Ogbonna, Godwin Ovenseri-Ogbomo, Asantewaa Aboagye-MacCarthy, Tuwani Rasengane, Oforbuike Onyebuchi Ike, Magakwe Tshubelela Sello Simon, John Kwesi Assan, Uchechukwu Levi Osuagwu, Sandra C. Melvin

“…Conclusion: Although the prevalence of CVD was low, to ensure inclusivity and the safety of all road users in the UAE, it is recommended that traffic lights and road signs that mainly use connotative color coding be adapted to include denotative clues which can be interpreted by drivers with CVD. A prospective study in all approved eye testing centers for drivers should be conducted to obtain representative CVD data of drivers in the UAE.…”
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Advancing macromolecular structure determination with microsecond X-ray pulses at a 4th generation synchrotron by Julien Orlans, Samuel L. Rose, Gavin Ferguson, Marcus Oscarsson, Alejandro Homs Puron, Antonia Beteva, Samuel Debionne, Pascal Theveneau, Nicolas Coquelle, Jerome Kieffer, Paolo Busca, Jeremy Sinoir, Victor Armijo, Marcos Lopez Marrero, Franck Felisaz, Gergely Papp, Herve Gonzalez, Hugo Caserotto, Fabien Dobias, Jonathan Gigmes, Guillaume Lebon, Shibom Basu, Daniele de Sanctis

“…After validating the use of different sample delivery methods with various model systems, we applied SµX to an integral membrane receptor, where only a few thousands diffraction images were sufficient to obtain a fully interpretable electron density map for the antagonist istradefylline-bound A2A receptor conformation, providing access to the antagonist binding mode. …”
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Post-apartheid complexities of Xitsonga and mathematics teaching in rural foundation phase classrooms: A case of number patterns by Hlamulo Wiseman Mbhiza, Ayanda Zondo, Sibongile Mlangeni, Vuyelwa Brenda Mpitso

“…The theoretical grounding of this research is rooted in the understanding that language is not merely a tool for communication but is intricately linked to identity and learning. Within an interpretive paradigm, the data collection process for this qualitative study involved three main components: unstructured non-participatory classroom observations, semi-structured interviews, and video-stimulated recall interviews. …”
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Some limitations in the use of the mitochondrial DNA cytb gene as a molecular marker for phylogenetic and population genetic studies by the example of the Apodemus genus by A. G. Lapinski, M. V. Pavlenko, L. L. Solovenchuk, V. V. Gorbachev

“…The interpretation of a signal sent by the mtDNA cytb gene as a molecular marker in phylogenetic and population genetic research can be complicated by cumulative influence of parallel mutations, i.e., the entropy of nucleotide sequences. …”
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Inter-Regional Cooperation for Sustainable Mangrove Management in Jakarta Bay by R. Budiono Subambang, Ario Damar, Taryono, Rahmat Kurnia, Dietriech G. Bengen

“…Data analysis uses stakeholder analysis, multidimensional scaling (MDS), and interpretive structural modeling (ISM). The results of the stakeholder classification showed that local communities occupy the subject category, the key players are the central government and regional governments, universities and NGOs occupy the context setter position, and the crowded category is the private sector. …”
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A Simulated Galaxy Laboratory: Exploring the Observational Effects on UV Spectral Absorption Line Measurements by R. Michael Jennings, Alaina Henry, Valentin Mauerhofer, Timothy Heckman, Claudia Scarlata, Cody Carr, Xinfeng Xu, Mason Huberty, Simon Gazagnes, Anne E. Jaskot, Jeremy Blaizot, Anne Verhamme, Sophia R. Flury, Alberto Saldana-Lopez, Matthew J. Hayes, Maxime Trebitsch

“…Nonetheless, the interpretation of these observations is challenging, and observational compromises are often made in terms of signal-to-noise ratio, spectral resolution, or the use of stacking analyses. …”
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Pembrolizumab as first-line treatment for recurrent and metastatic head and neck cancer – real-world single-centre data by Bogdana Patachi, Kristian H. Jensen, Anita Gothelf, Mogens Bernsdorf, Jeppe Friborg, Claus A. Kristensen

“…Baseline characteristics were collected, response rates and survival times were calculated and compared to those published from KEYNOTE-048. Results and Interpretation: Fifty-one percent of patients had locoregional recurrence and 47% had distant metastases. …”
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