Epistemic preparedness by Seye Abimbola, Tamara Giles-Vernick, Rachel Yang, Mark Stoové, Kari Lancaster, John Noel Viana, Catherine Waldby, Freya L Jephcott, Warwick Anderson, Sonja van Wichelen, Rachel A Ankeny, Lukas Engelmann, Lyle Fearnley, Benjamin Hegarty, Nicolo P Ludovice, Janet Roitman, Jacob Steere-Williams

“…We address three problem areas: data collection and sharing, outbreak modelling and the spatiotemporal structuring of analysis and intervention. …”
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Challenges encountered by teachers and pupils in increasing precision and writing consistency of government primary early graders in Tanzania by Legnath Ambrossy Lukuwi, Abdallah Jacob Seni

“…Classroom observation, unstructured interviews, focus group discussions, document reviews, questionnaires, and checklists were utilised during data collection. …”
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An Analysis of Sentiment: Methods, Applications, and Challenges by Harish Dutt Sharma, Parul Goyal

“…Devices that allow the collection of huge amounts of unstructured, opinionated data are becoming increasingly connected with humans. …”
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Contribution Of Young Entrepreneurs In Building The Creative Economy Of Village Communities by Latif Syaipudin

“…This research method is descriptive qualitative data collection techniques using observation, documentation, and unstructured interviews. …”
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Sustainable Supply Chain Finances implementation model and Artificial Intelligence for innovative omnichannel logistics by Pawlicka Kinga, Bal Monika

“…Three methods were used to gather data: document/reports analysis, direct and participative observation and unstructured interviews. …”
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Annual report tone and divergence of opinion: evidence from textual analysis by Zhihao Qin, Menglin Cui

“…By utilizing web-crawling and text analysis techniques on unstructured big data (text sets), this study examines to what extent investors disagree with the sentiment conveyed in annual reports. …”
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Navigating Adolescent Health and Aesthetic Imperative: A Qualitative Study of Adolescence in Islamabad by Warda Waheed, Abdul Qadar

“…Methods: Overall, a qualitative research framework has been designed for data collection through unstructured interviews (stretching from somewhat formal interviews to normal conversation in the form of jokes, etc.), focus group discussions, and participant observation, yielded emic perspectives and subjective experiences of adolescents of Islamabad. …”
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Re-bordering education: Embracing resilience in addressing refugee students’ precarity in South African higher education amidst global crises by Otilia Chiramba

“…This paper is based on a combination of existing literature and empirical evidence from a PhD thesis, where data was collected through unstructured interviews with refugee students that provided in-depth narratives. …”
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The role of motivation in the results of total productive maintenance by Micaela Guedes, Paulo S. Figueiredo, Camila Sousa Pereira-Guizzo, Elisabeth Loiola

“…Research method This is an exploratory case study that used a measurement of motivation with two teams of employees who participated in the implementation of TPM, comparing it to measures of operational performance. Unstructured interviews and nonparticipant observation were also used for data collection. …”
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Enchancing Enhancing Medical Named Entity Recognition with Ensemble Voting of BERT-Based Models on BC5CDR by Fadhli Faqih Maulana, Abu Salam

“…However, the primary challenge in managing this data is the vast volume of unstructured text, which requires Natural Language Processing (NLP) techniques for automatic information extraction. …”
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A Sociolinguistics analysis on Sukuma Hen names by Chipanda Simon

“…The participants selected purposively included three Hen keepers and three traditional healers from Njingani village of Geita rural district in Tanzania.  Unstructured interviews and focus group discussions were the instruments for data collection. …”
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Using Online Reviews to Drive Person-Centered Care: An HCAHPS-Validated Approach by Joseph G Taylor PhD, Meghan P Leaver PhD, Alex Griffiths PhD

“…This study also shows that unstructured online data can be quantified using machine learning and natural language processing to automatically flag and rate patient reviews. …”
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Timescales of Polycyclic Aromatic Hydrocarbon and Dust Continuum Emission from Gas Clouds Compared to Molecular Gas Cloud Lifetimes in PHANGS-JWST Galaxies by Jaeyeon Kim, Mélanie Chevance, Lise Ramambason, Kathryn Kreckel, Ralf S. Klessen, Daniel A. Dale, Adam K. Leroy, Karin Sandstrom, Ryan Chown, Thomas G. Williams, Sumit K. Sarbadhicary, Francesco Belfiore, Frank Bigiel, Enrico Congiu, Oleg V. Egorov, Eric Emsellem, Simon C. O. Glover, Kathryn Grasha, Annie Hughes, J. M. Diederik Kruijssen, Janice C. Lee, Debosmita Pathak, Ismael Pessa, Erik Rosolowsky, Jiayi Sun, Jessica Sutter, David A. Thilker

“…Finally, we find that the mid-IR emitting timescale is longer in galaxies with well-defined H ii regions and less structured backgrounds, allowing photons to more efficiently heat the ambient ISM surrounding the H ii regions, rather than contributing to diffuse emission. …”
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MIRI-LRS Spectrum of a Cold Exoplanet around a White Dwarf: Water, Ammonia, and Methane Measurements by Maël Voyer, Quentin Changeat, Pierre-Olivier Lagage, Pascal Tremblin, Rens Waters, Manuel Güdel, Thomas Henning, Olivier Absil, David Barrado, Anthony Boccaletti, Jeroen Bouwman, Alain Coulais, Leen Decin, Adrian M. Glauser, John Pye, Alistair Glasse, René Gastaud, Sarah Kendrew, Polychronis Patapis, Daniel Rouan, Ewine F. van Dishoeck, Göran Östlin, Tom P. Ray, Gillian Wright

“…Using the T au RE x retrieval code, we inferred the pressure–temperature structure, atmospheric chemistry, mass, and radius of the planet. …”
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Study of the influence of population immunity to tick-borne encephalitis virus on the characteristics of the epidemic process in Russia by Temur K. Muminov, Vladimir A. Gushchin, Vladimir A. Gushchin, Vladimir A. Gushchin, Denis A. Kleymenov, Artem P. Tkachuk, Artem P. Tkachuk, Viktor A. Manuylov, Viktor A. Manuylov, Andrei E. Siniavin, Andrei E. Siniavin, Daria A. Ogarkova, Nadezhda A. Kuznetsova, Vladimir I. Zlobin, Alexander L. Gintsburg, Alexander L. Gintsburg

“…The rates of post-infection immunity were 33.4% in Novosibirsk Region, 42.4% in Khabarovsk Region and below 12% in other regions.ConclusionsOur results demonstrated diversity of population immunity level and structure in different regions of Russia. The analysis showed that study participants are at risk of TBE infection, especially high in endemic regions, due to insufficient level of population immunity, vaccination coverage, and protective post-vaccine immunity.…”
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Social determinants of vulnerability to ill-health: Evidences from Mendi Town, Western Ethiopia by Amanti Baru, Padmanabhan Murugan

“…Introduction: The premise of this study is that disparity in individuals’ degree of susceptibility to physical and mental ill-health is determined by the amount of structurally (socially) distributed resources (‘capitals’). …”
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Molecular and genetic evidence for the role of AMBRA1 in suppressing S-phase entry and tumorigenesis by Hisako Akatsuka, Tomohiro Kashikawa, Kaori Masuhara, Mizuki Tokusanai, Chenyang Li, Yumi Iida, Chisa Okada-Yamaguchi, Yoshinori Okada, Masayuki Tanaka, Takahiro Suzuki, Norio Yamamoto, Katsuto Hozumi, Tomoaki Tanaka, Hirofumi Nakaoka, Kazuyoshi Hosomichi, Yu Hamaguchi, Michiaki Hamada, Yoshiki Shiraishi, Akihide Kamiya, Yoshihiko Nakamura, Kaito Harada, Abd Aziz Ibrahim, Takashi Yahata, Masato Ohtsuka, Naoya Nakamura, Hiroyuki Hosokawa, Minoru Kimura, Ituro Inoue, Takehito Sato

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The microbiota metabolite, phloroglucinol, confers long-term protection against inflammation by Janire Castelo, Sarai Araujo-Aris, Diego Barriales, Samuel Tanner Pasco, Iratxe Seoane, Ainize Peña-Cearra, Ainhoa Palacios, Carolina Simó, Virginia Garcia-Cañas, Muthita Khamwong, Itziar Martín-Ruiz, Monika Gonzalez-Lopez, Laura Barcena, José Ezequiel Martín Rodríguez, José Luís Lavín, Naiara Gutiez, Raquel Marcos, Estibaliz Atondo, Arantza Cobela, Laura Plaza-Vinuesa, Adrián Plata, Eneko Santos-Fernandez, Alberto Fernandez-Tejada, Mari Carmen Villarán, José Miguel Mancheño, Juana Maria Flores, Ana María Aransay, Aize Pellón, Blanca de las Rivas, Rosario Muñoz, Abelardo Margolles, Patricia Ruas-Madiedo, Maria Victoria Selma, Mercedes Gomez de Agüero, Leticia Abecia, Juan Anguita, Héctor Rodríguez

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THE IMPORTANCE OF HIGH-RESOLUTION COMPUTED TOMOGRAPHY IN EVALUATING THE EFFICACY OF RITUXIMAB IN PATIENTS WITH INTERSTITIAL LUNG DISEASE IN SYSTEMIC SCLEROSIS by O. A. Koneva, O. V. Desinova, L. P. Ananyeva, N. V. Kovaleva

“…Semiquantitative assessment of structural changes by chest MSCT in SSc patients and ILD did not reveal any changes in their total scores for a sufficiently long follow-up period. …”
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Context-Aware Scheduling of Distributed DL-Reasoning Tasks in Wireless Sensor Networks by Stijn Verstichel, Bruno Volckaert, Bart Dhoedt, Piet Demeester, Filip De Turck

“…Ontologies facilitate structuring data into information and support automatic inference mechanisms. …”
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