Using Natural Language Processing Models to Automate Text Labelling: Categorising Semantic Density in Preservice Teachers' Lesson Observation Reports by Thato Senoamadi, Lee Rusznyak, Ritesh Ajoodha

“…Their responses were manually analysed using Legitimation Code Theory (LCT) and graded from simple descriptive observations to complex ones that suggested an interpretation of teachers’ pedagogic actions. The Bidirectional Encoder Representations from Transformers (BERT) and its derivatives, namely DistilBERT and RoBERTa, were trained to recognise coding decisions made by researchers on a subset of empirical data. …”
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Genghis Khan in Folklore Legends of the Mongolian Peoples: Mythological Framework of Memory by Aleksand V. Isakov

“…Living in some “primordial time” and possessing a wonderful, atypical — as befits a mythological hero — biography, he masters, transforms and signifies the world around him, creates important cultural objects, performs actions that will later turn into customs and rituals, gives rise to modern ethnic groups and dynasties, in general — lays the foundations of the existing world order. …”
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Evaluating the Impacts of Discharging the Effluent of Al-Gabal Al-Asfar Wastewater Treatment Plant on Ismailia Canal in Egypt to Maximize Revenue and Ensure Sustainability by Marwa M Aly, Mohamed SM Zayed, Mahmoud S Salem, Mohamed K Mostafa

“…Overall, the suggested solutions can only be implemented if rigorous preventive actions and contingency plans are put into effect on-site. …”
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Comparison of three- and six-component scoring models for predicting the futility in cancer resuscitation: a retrospective study by A. Pramono, N. Maryani

“…CONCLUSIONS: The accuracy of the FORREST three variables is the same as the six-variable FORREST score for predicting futile actions in cancer patients undergoing resuscitation. …”
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Correlation between Exclusive Breastfeeding, Complementary Feeding, Infectious Disease with Wasting among Toddlers: a Cross-Sectional Study by Ani Intiyati, Rany Dwi Yuliana Putri, Imam Sarwo Edi, Taufiqurrahman Taufiqurrahman, Inne Soesanti, Nuning Marina Pengge, Dian Shofiya

“…Conclusions: While exclusive breastfeeding tends to reduce wasting, appropriate CF and adequate intake of energy, protein, fat, and carbohydrates are associated with a lower prevalence of wasting. Recommended actions include improving exclusive breastfeeding practices, enhancing the quality of CF, and increasing preventive measures for infectious diseases.…”
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Determinants of inappropriate antibiotic prescription in primary care in developed countries with general practitioners as gatekeepers: a systematic review and construction of a fr... by Mattijs E Numans, Frederike L Büchner, Martijn Sijbom, Nicholas H Saadah, Mark G J de Boer

“…Objectives This study aimed to identify determinants of inappropriate antibiotic prescription in primary care in developed countries and to construct a framework with the determinants to help understand which actions can best be targeted to counteract development of antimicrobial resistance (AMR).Design A systematic review of peer-reviewed studies reporting determinants of inappropriate antibiotic prescription published through 9 September 2021 in PubMed, Embase, Web of Science and the Cochrane Library was performed.Setting All studies focusing on primary care in developed countries where general practitioners (GPs) act as gatekeepers for referral to medical specialists and hospital care were included.Results Seventeen studies fulfilled the inclusion criteria and were used for the analysis which identified 45 determinants of inappropriate antibiotic prescription. …”
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Liver cirrhosis epidemiology in Chelyabinsk region in 2006-2015 by A. I. Dolgushina, Ye. R. Olevskaya, A. N. Tarasov, M. S. Kazakova, A. Yu. Markina

“…However objectively restrictions in utilization of the available range of treatment-and-prophylactic actions for treatment of LC in the outcome of viral hepatitis (in drug addicts, alcoholic or asocial patients) due to their low treatment compliance.…”
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Performance Benchmarking of Psychomotor Skills Using Wearable Devices: An Application in Sport by Mahela Pandukabhaya, Tharaka Fonseka, Madhumini Kulathunge, Roshan Godaliyadda, Parakrama Ekanayake, Chanaka Senanayake, Vijitha Herath

“…As a result, common or specific deviations in the performance space can be identified, enabling remedial actions in the motion space to optimize performance. …”
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The impact of green human resource management practices on organisational sustainability through green knowledge sharing by Aimun Khawaja, Khalida N. Janjua

“…Organisations aiming for sustainability should implement GHRMP at both organisational and individual levels to foster eco-friendly actions across the workforce. Contribution/value-add: The study provides useful recommendations for organisations on environmental issues especially in an emerging economy like Pakistan. …”
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NEXUS BETWEEN RENEWABLE ENERGY EFFICIENCY, FINANCIAL LITERACY, AND GREEN MICROFINANCE: THE CASE OF WOMEN MICROFINANCE GROUP by Min-Sun Kim, Andrian Dolfriandra Huruta, Cheng-Wen Lee

“…Energy efficiency, climate action, and local knowledge-based financial inclusion are seen as policy options to reduce poverty in rural areas in East Sumba. …”
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INDUSTRY POLICY EFFECTS ON NAMIBIA'S ECONOMIC GROWTH by Emilia Landa Shikomba, Elizabeth Elias, Sirorat Ruttanawijit

“…The government may seek to create a favorable business climate and subsidize private firms as well as to reform the labor market and use low-cost technologies to produce products and maintain sustainable economic growth. An action-designed industrial policy will strive to promote manufacturing activities and increase economic growth.   …”
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Worship and spirituality as a praxis-orientated apologetic in a post-modern world (the New Age) - an incarnational engaged approach by EK Foshaugen

“…In this article it is argued that this is best done through the supernatural power of an incarnational, engaged worship and spirituality (of adoration and action). Then, uncondidonal and sacrificial love is demonstraced as a praxis-orientated apologetic through the Christian's life-story. …”
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The Invasion Curve: A Tool for Understanding Invasive Species Management in South Florida by Rebecca G. Harvey, Frank J. Mazzotti

“…Identifying where a species is on the invasion curve is the first step to taking management action. The invasion curve shows that eradication of an invasive species becomes less likely and control costs increase as an invasive species spreads over time. …”
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Legal Identity and 13th-Century English Ireland by Stephen Hewer

“… The study of legal status in 13th-century English Ireland has suffered from a lack of law-in-action methodology, so many 19th-century assumptions have endured without critique. …”
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SOLA SCRIPTURA: by W.H Oliver, E. Oliver

“… This article discusses the term Sola Scriptura and the consequences of its application on the church, commencing with the Church Fathers, when the principle/ idea of Sola Scriptura was already present, and followed by Martin Luther, whose 95 theses served as an ignition for the Reformation. Luther’s action led to the founding of the Protestant movement, with his followers separating themselves from the Roman Catholic Church on the grounds of Scripture. …”
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Person, Relationship and Love: The Contribution of a Personalist Pedagogical Anthropology for Promoting Educational and Helping Relationships by Marisa Musaio

“…By actively participating in a helping relationship, they contribute to delineating a ‘loving educational action’ as a fundamentally essential approach, as a way of experiencing the encounter assuming responsibility for a helping relationship with the other, assisting them in uncovering and creating an order of the heart (De Monticelli, 2012), despite the difficulties endured.…”
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Hexapeptide dalargin in clinical gastroenterology: 30 years' of clinical application of the drug by S. A. Bulgakov

“…Article presents results of use of hexapeptide, algorithm and guideline on its application are analyzed, possible mechanisms of action are discussed. The therapeutic effect of dalargin at various gastro-intestinal diseases is determined by its bioregulator properties maintaining body homeostasis up to standard. …”
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