Advancing ocean monitoring and knowledge for societal benefit: the urgency to expand Argo to OneArgo by 2030 by Virginie Thierry, Hervé Claustre, Orens Pasqueron de Fommervault, Nathalie Zilberman, Kenneth S. Johnson, Brian A. King, Susan E. Wijffels, Udaya T. V. S. Bhaskar, Magdalena Alonso Balmaseda, Mathieu Belbeoch, Marine Bollard, Jacqueline Boutin, Phillip Boyd, Romain Cancouët, Fei Chai, Stefano Ciavatta, Rich Crane, Sophie Cravatte, Sophie Cravatte, Giorgio Dall’Olmo, Damien Desbruyères, Paul J. Durack, Andrea J. Fassbender, Katja Fennel, Yosuke Fujii, Florent Gasparin, Alberto González-Santana, Claire Gourcuff, Alison Gray, Helene T. Hewitt, Steven R. Jayne, Gregory C. Johnson, Nicolas Kolodziejczyk, Arnaud Le Boyer, Pierre-Yves Le Traon, Pierre-Yves Le Traon, William Llovel, M. Susan Lozier, John M. Lyman, John M. Lyman, Elaine L. McDonagh, Elaine L. McDonagh, Adrian P. Martin, Benoit Meyssignac, Kristian S. Mogensen, Tamaryn Morris, Peter R. Oke, Walker O. Smith, Breck Owens, Noé Poffa, Joanna Post, Dean Roemmich, Ryan R. Rykaczewski, Shubha Sathyendranath, Megan Scanderbeg, Carolyn Scheurle, Oscar Schofield, Karina von Schuckmann, James Scourse, Janet Sprintall, Toshio Suga, Toshio Suga, Marina Tonani, Esmee van Wijk, Esmee van Wijk, Xiaogang Xing, Hao Zuo

“…Effective and sustainable monitoring of the physical, biogeochemical state and ecosystem structure of the ocean, to enable climate adaptation, carbon management and sustainable marine resource management is urgently needed. …”
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An Ante Hoc Enhancement Method for Image-Based Complex Financial Table Extraction by Weiyu Peng, Xuhui Li

“…In the field of finance, the table is a common form of data organization. Extracting data from these tables in large quantities is a fundamental and important task for researchers. …”
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Is There a Difference in the Perception of City in Pre-Pandemic and Peri-Pandemic on Social Media? Case Study from Taiwan by Yulin Chen

“…The purpose of this study was to consolidate machine learning applications and develop a method to simultaneously analyze unstructured text and images pertaining to travel and tourism. …”
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Comprehensive Insights into Global Mineral Commodities: Analysis, Visualization, and Intelligent Assistance by Trupti Mohanty, Hasan M. Sayeed, Chitrasen Mohanty, Taylor D. Sparks

“…While the United States Geological Survey (USGS) offers valuable information on mineral-commodity summaries, their unstructured nature makes analysis challenging. To address this, we present a comprehensive data-analytics application (https://mineral-ai.net/) that processes the past 10 years of USGS mineral-commodity summaries into actionable insights. …”
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Evolving techniques in sentiment analysis: a comprehensive review by Mahander Kumar, Lal Khan, Hsien-Tsung Chang

“…Yet, the vast and unstructured nature of this data challenges traditional analysis methods. …”
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DNAGAST: Generative Adversarial Set Transformers for High-throughput Sequencing by David W. Ludwig II, Joshua L. Phillips

“…Additionally, we propose novel quantitative diversity metrics to measure the effects of mode-collapse for unstructured set-based data. …”
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Ontological Representation of Business Processes in an Educational Institution by E. A. Bushchyk

“…This model displays classes, instances, and relations between them, which allows structuring and unifying the knowledge base of the subject area under consideration.…”
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Research on the mechanism of digital drive economy enhancing quality and efficiency. by Ruixvan Gao, Jialun Lyu

“…This paper, based on unstructured data, examines the outcomes and impact mechanisms of digitalization from the perspective of technological advancement and institutional evolution, providing empirical evidence for the role of digitalization in promoting economic quality and efficiency. …”
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A 50 s Quasiperiodic Oscillation in the Early X-Ray Afterglow of GRB 220711B by H. Gao, W.-H. Lei, S. Xiao, Z.-P. Zhu, L. Lan, S.-K. Ai, A. Li, N. Xu, T.-C. Wang, B. Zhang, D. Xu, J. P. U. Fynbo, K. E. Heintz, P. Jakobsson, D. A. Kann, S.-Y. Fu, S.-Q. Jiang, X. Liu, S.-L. Xiong, W.-X. Peng, X.-B. Li, W.-C. Xue

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Construction of Q&A methods based on knowledge graphs and large language models-improving the accuracy of landscape pest and disease Q&A by Zhixin Gu, Ting Long, Shuairan Wang, Xiaowei Shang, Weizheng Shen, Xiaoli Wei, Kaihong Xu

“…Applying the ERNIE-BiLSTM-CRF model to extract knowledge from unstructured data. Through experiments, it is found that the accuracy, recall and F1 value of the knowledge extraction model proposed in this study are all more than 92%, superior to other models.Propose a Q&A method that integrates the garden pest and disease KG with the ERNIE-Bot-turbo model. …”
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Assessing disparities in access, use, and potential benefits of weather and climate information services among farmers in Guatemala’s Dry Corridor by Maya Moore, Geneva List, Max Mauerman, Dante Salazar Ballesteros, Walter Baethgen

“…Further research is needed to understand how climate information and advisories from LTACs and ACBs are shared, with whom, and how farmer networks can enhance spillover.The success of WCIS in this region depends on a multifaceted approach that goes beyond information dissemination to address the structural barriers limiting farmers’ adaptive capacity. …”
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The transcription factor PbeNAC83 positively regulates the Valsa canker resistance in apple and pear by DOU Zhiqi, CAI Minrui, DU Chenglong, HU Huanhuan, ZUO Cunwu

“…The NAM-typical structural domains of PbeNAC83 were further identified using the online tools SMART. …”
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Higher Education Students’ Experience of Emergency Remote Teaching during the Covid-19 Pandemic in Relation to Self-Regulation and Positivity by Mojca Juriševič, Lana Lavrih, Amela Lišić, Neža Podlogar, Urška Žerak

“…Furthermore, students reported the frequent use of two self-regulated learning strategies, i.e., environment structuring and goal setting, and the less frequent use of task strategies. …”
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The moderating effect of CEO incentives and ideology in shaping the association between ESG performance and financial success by Maria Cristina Dorobantu, Sanjay Bissessur

“…Financial incentives and personal ideologies play a pivotal role in shaping firm outcomes. Analyzing data from North American firms between 2010 and 2019, our results show that ESG-aligned compensation is significantly associated with ESG performance, suggesting effective incentive structuring. …”
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Un maquis urbain ? Participation et légitimation du militantisme armé dans une petite ville de l’Est de la RDC by Yves Malipo Kabiona

“…The relationship between rural and urban in the formation and structuring of armed groups in Eastern Congo remains little questioned. …”
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Les métaphores conceptuelles dans les synthèmes en -φάγος du grec moderne by Madeleine Voga

“…Linguistic categorisation depends not just on our naming of distinctions that exist in the world, but also on our metaphorical and metonymic structuring of our perceptions of the world. In this study, two types of data are examined: inscriptions of compounds in –φάγος from the Reverse Modern Greek Dictionnary (Anastassiadis‑Symeonidis, 2002/2008), e.g. οικοπεδοφάγος “land-eater”, as well as neologisms found in traditional and digital Greek media from 2013 to 2015, e.g. συνταξιοφάγος “pension-eater”. …”
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COMPLETELY RANDOMIZED DESIGN OF A MARKETING EXPERIMENT by CODRUŢA DURA

“…The design of the marketing experiment represents the process of anticipated structuring, by means of a statistical model or a schematic representation, of the various combinations of the analyzed variables, combinations constituting the experimental treatments envisaged to be applied to groups of experimental units. …”
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Dicţionarul general al literaturii române – enciclopedie a literaturii și culturii naționale by Laurențiu Hanganu

“…An encyclopedia made by augmenting the interpretative and informational data (articles on authors, editors, translators, literary publications, institutions etc.) with synthetic studies on literary and cultural movements that contributed in an essential way to the process of defining and structuring the Romanian literature as literature. …”
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Dark Matter Distinguished by Skewed Microlensing in the “Dragon Arc” by Tom Broadhurst, Sung Kei Li, Amruth Alfred, Jose M. Diego, Paloma Morilla, Patrick L. Kelly, Fengwu Sun, Masamune Oguri, Hayley Williams, Rogier Windhorst, Adi Zitrin, Katsuya T. Abe, Wenlei Chen, Liang Dai, Yoshinobu Fudamoto, Hiroki Kawai, Jeremy Lim, Tao Liu, Ashish K. Meena, Jose M. Palencia, George F. Smoot, Liliya L.R. Williams

“…This asymmetry, we argue, follows from the parity difference in caustic structure inherent to microlensing that extends to higher magnification in the negative parity regions. …”
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Scylla. I. A Pure-parallel, Multiwavelength Imaging Survey of the ULLYSES Fields in the LMC and SMC by Claire E. Murray, Christina W. Lindberg, Petia Yanchulova Merica-Jones, Benjamin F. Williams, Roger E. Cohen, Karl D. Gordon, Kristen B. W. McQuinn, Yumi Choi, Clare Burhenne, Karin M. Sandstrom, Caroline Bot, L. Clifton Johnson, Steven R. Goldman, Christopher J. R. Clark, Julia C. Roman-Duval, Karoline M. Gilbert, J. E. G. Peek, Alec S. Hirschauer, Martha L. Boyer, Andrew E. Dolphin

“…The primary science goals of Scylla include characterizing the structure and properties of dust in the MCs, as well as their spatially resolved star formation and chemical enrichment histories. …”
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