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The paper introduces a method for predicting damage intensity in masonry residential buildings situated in mining areas, focusing on the impact of large-scale continuous ground deformation. The research utilizes in situ data collected in a database, encompassing structural and material features, as well as information on maintenance quality and building durability. In addition to this information, the database collected data on the intensity of continuous deformation of the mining area at the location of the building, as well as the range and intensity of damage identified in buildings.
View Article and Find Full Text PDFDeterminants of physical activity among female students based on the transtheoretical model.
Sci Rep
January 2025
Social Determinants of Health Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.
This study investigates factors influencing physical activity based on the Transtheoretical model (TTM) among adolescents. This study was conducted on 745 individuals between the ages of 12 and 16 years and was analyzed using a generalized linear model (GLM) approach with appropriate link functions using both classical and Bayesian frameworks. The results show that in model 1, the probit link function is a more appropriate approach to determine the risk factors for physical activity.
View Article and Find Full Text PDFIndirect evidence of an early mating advantage in wild cooperatively breeding male banded mongooses.
Sci Rep
January 2025
Centre for Ecology and Conservation, Faculty of Environment, Science & Economy, University of Exeter, Penryn Campus, Cornwall, TR10 9FE, UK.
Promiscuous females reduce male reproductive control. Males can attempt to monopolise access to these females, but distractions and sneaky rivals mean extra copulations cannot always be blocked. By mating first, males can obtain a headstart in sperm competition, but this may be negated by sperm storage and cryptic female choice mechanisms.
View Article and Find Full Text PDFLeveraging prior knowledge for process parameter classification in mAb Protein A chromatography.
J Chromatogr A
December 2024
Eli Lilly and Company, Indianapolis, IN 46285, USA.
Protein A (ProA) affinity chromatography plays an essential role in purifying monoclonal antibodies (mAbs) and their analogues by reducing impurities like residual host cell proteins (HCPs), residual DNA, process additives, and potential viral contaminants. Decades of mAb process development and commercialization efforts have built extensive prior knowledge in the Protein A process. The prior knowledge facilities streamlined process development and minimized the need for extensive process characterization studies to inform manufacturing control strategies.
View Article and Find Full Text PDFA novel framework for increasing research transparency: Exploring the connection between diversity and innovation.
PLoS One
January 2025
Department of Agricultural Economics, Oklahoma State University, Stillwater, Oklahoma, United States of America.
A split sample/dual method research protocol is demonstrated to increase transparency while reducing the probability of false discovery. We apply the protocol to examine whether diversity in ownership teams increases or decreases the likelihood of a firm reporting a novel innovation using data from the 2018 United States Census Bureau's Annual Business Survey. Transparency is increased in three ways: 1) all specification testing and identifying potentially productive models is done in an exploratory subsample that 2) preserves the validity of hypothesis test statistics from de novo estimation in the holdout confirmatory sample with 3) all findings publicly documented in an earlier registered report and in this journal publication.
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