Benchmarking with a Language Model Initial Selection for Text Classification Tasks by Agus Riyadi, Mate Kovacs, Uwe Serdült, Victor Kryssanov

“…A semantic similarity assessment of random texts is used as the proxy task for the initial selection, and the approach is explicated in the context of various text classification assignments. …”
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GENETIC DIVERSITY INVESTIGATION AND MOLECULAR MARKERS ESTABLISHMENT FOR IDENTIFICATION OF SEVERAL INITIALLY SELECTIVE AVOCADO (Persea americana Miller) STRAINS IN LAMDONG PROVINCE by Lê Ngọc Triệu, Nguyễn Hoàng Phong, Mai Tiến Đạt, Thái Thạch Bích, Nguyễn Thanh Tiền, Lê Đình Vĩnh Bảo, Nguyễn Khắc Quang, Phan Ngọc Quỳnh Như

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双离合器变速器速比的设计计算与分析 by 李晏, 李炎, 陈辛波, 邵焕

“…DCT is a new kind of automatic transmission with dual clutch,which realizes power shift,and the process of shifting is smooth and rapid.How to determine the scope of transmission ratio and the number of speed gears,how to distribute the gear ratio with geometric progression and partial geometric progression are expound.The initial selection and distribution of gear ratio was completed rapidly by VB software.DCT vehicle model is created based on vehicle parameter and engine characteristic for simulation of dynamic properties and ENDC fuel economy by the software Cruise to evaluate and optimize the performance of gear ratio.…”
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Records Transfer from Central Files to the Records Center by Ratna Candra Dewi, Dwi Ridho Aulianto, Dewi Maharani Rachmaningsih

“…The findings revealed that the process of transferring inactive archives comprises several key stages: the initial selection and appraisal of records, the compilation and verification of archival data within the processing unit, the preparation of transfer documentation through official minutes, and the physical or digital transfer of archives to the archival unit. …”
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ANALYSIS OF THE CHARACTERISTICS OF PHYSICAL DEVELOPMENT OF FEMALE VOLLEYBALL PLAYERS by R. Arsova

“…Discovering and selecting sports talents in volleyball is the main and most difficult task for specialists in this sport. In the initial selection, and then in monitoring the physical and technical development of the athletes, coaches rely on the morphoanthropometric features and indicators characteristic of the model of a highly qualified athlete in volleyball. …”
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Pharmacogenomic tests of oncology drugs at Instituto Nacional de Câncer (INCA) by Guilherme Suarez-Kurtz

“…The implementation, current status and future perspectives of the pharmacogenetics/genomics (PGx) testing program developed at Instituto Nacional de Cancer (INCA) are presented. Initial selection of drug-gene pairs for PGx testing was based on clinically-validated PGx associations and availability of international guidelines with PGx-informed dosing recommendations. …”
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A comparison of screening methods to identify waterlogging tolerance in the field in Brassica napus L. during plant ontogeny. by Xiling Zou, Chengwei Hu, Liu Zeng, Yong Cheng, Mingyue Xu, Xuekun Zhang

“…Thus, our study provides a method for screening waterlogging tolerance, which would enable the suitable basis for initial selection of a large number of germplasm or breeding populations for waterlogging tolerance and help for verifying their potential utility in crop-improvement.…”
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BODY COMPOSITION PROFILE OF ELITE GROUP RHYTHMIC GYMNASTS by Lurdes Ávila-Carvalho, Panagiota Klentrou, Maria da Luz Palomero, Eunice Lebre

“…We think that the initial selection of gymnasts who had late maturate can influence their body appearance when they become adults. …”
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Identification of the potentiating mutations and synergistic epistasis that enabled the evolution of inter-species cooperation. by Sarah M Douglas, Lon M Chubiz, William R Harcombe, Christopher J Marx

“…On the other hand, when an initial selection for resistance of S. enterica to a toxic methionine analog, ethionine, was used, subsequent selection for cooperation with E. coli was rapid, and the resulting double mutants were much more effective at cooperation. …”
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Clinical characteristics of various arrhythmogenic cardiomyopathy phenotypes in the pediatric population: a systematic review and meta-analysis by D. Yu. Alekseeva, O. A. Kofeynikova, D. I. Marapov, E. S. Vasichkina

“…To study the clinical course, outcomes and prognosis in various ACM phenotypes in pediatric patients.Material and methods. During the initial selection, 144 publications were found in the PubMed database. …”
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Acacia koa seedling disease tolerance and vigor driven by breeding orchard size by Nathan Fumia, Nathan Fumia, Nicklos Dudley, Tyler Jones, John Dobbs, Jane Stewart, Michael Kantar

“…Large improvements in disease tolerance and vigor were achieved in very few cycles of selection despite the long temporal time of this perennial hardwood tree species. Initial selection on agronomic and domestication traits improved populations to the agricultural and natural ecosystem. …”
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A Comparative Study of the Psychology of Color in the Contemporary Poetry of Iranian and Afghanistanian Women Based on Max Luscher's Theory; A Case Study of the Poems of Forough Fa... by Shafiullah Salik, Mahsa Rone

“…Khaleda Forough's initial selection is green, which is a symbol of faith, freedom, and serenity. …”
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The mucosal barrier and anti-viral immune responses can eliminate portions of the viral population during transmission and early viral growth. by Ryan V Moriarty, Athena E Golfinos, Dane D Gellerup, Hannah Schweigert, Jaffna Mathiaparanam, Alexis J Balgeman, Andrea M Weiler, Thomas C Friedrich, Brandon F Keele, Miles P Davenport, Vanessa Venturi, Shelby L O'Connor

“…These data imply that virus lineages present during acute infection can still be eliminated from the systemic virus population even after initial selection.…”
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Development and validation of machine learning models predicting hospitalizations of hypertensive patients over 12 months by A. E. Andreychenko, A. D. Ermak, D. V. Gavrilov, R. E. Novitsky, O. M. Drapkina, A. V. Gusev

“…Based on the data from depersonalized electronic health records obtained from the Webiomed platform, 1165770 records of 151492 patients with HTN were selected. After the initial selection, a total of 43 anamnestic, constitutional, clinical, and paraclinical features were used as predictors. …”
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Factors Effective in Creating Induced Demand for Medicine in Iran from the Experts\' Point of View by MR Pasha-Zanosi, Gh Mahmoodi, MA Jahani

“…The interview questions were semi-structured and asked by experts. The initial selection of the samples was based on targeted sampling from among experts and scholars in the field of medicine and treatment from all over the country. …”
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Color and Grey-Level Co-Occurrence Matrix Analysis for Predicting Sensory and Biochemical Traits in Sweet Potato and Potato by Judith Ssali Nantongo, Edwin Serunkuma, Gabriela Burgos, Mariam Nakitto, Joseph Kitalikyawe, Thiago Mendes, Fabrice Davrieux, Reuben Ssali

“…Overall, the performance of the eXtreme Gradient Boosting (XGboost) was comparable to the radial-based support vector machine (NL-SVM) algorithm, and these could be used for the initial selection of genotypes for aromas and flavors (r2=0.64–0.72) and texture attributes like moisture or mealiness (r2>50). …”
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A Comparative Analysis of International Standards on Curved Surface Isolators for Buildings by David Vargas, Roberto Nascimbene, Agostino Marioni, Marco Banfi

“…Despite being a simplified method, this approach proves valuable in the initial selection and optimization of an isolation system, particularly for practitioners. …”
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Managing the Leeway Space in Mixed Dentition Using a Passive Lingual Arch: A Systematic Review by Alberto De Stefani, Giovanni Bruno, Valentina Montanari, Ayoub Boutarbouche, Patrizio Bollero, Antonio Gracco, Michele Basilicata

“…<b>Methods:</b> A systematic review of the literature was conducted using the PubMed, Web of Science, Scopus, and Cochrane Library database. After an initial selection of 306 articles, seven studies that met the defined selection criteria were included. …”
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Efficacy of Acceptance and Commitment Therapy in Social Anxiety Disorder: A Systematic Review and Meta-analysis by Neha V. Mattikoppa, G. S Harshitha, Gazzali Kassim M. Yahiya, Manasa Sudhir Paluru

“…Covidence software was used for the initial selection of studies, and meta-analyses were performed using RevMan software. …”
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Construction and Simulation of a Strategic HR Decision Model Based on Recurrent Neural Network by Xiaorong Li, Lijun Zhang, Dongchen Li, Dan Guo

“…The four evaluation dimensions of index screening are extracted, the generalized gray correlation analysis is applied to screen the initial selection indexes of HR strategic decision-making, and then the HR strategic decision-making index system of power supply enterprises is constructed. …”
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