Expert identification blitz: A rapid high value approach for assessing and improving iNaturalist identification accuracy and data precision and confidence by Thomas Mesaglio, Kelly A. Shepherd, Juliet A. Wege, Russell L. Barrett, Hervé Sauquet, Will K. Cornwell

“…Societal Impact Statement Citizen science data are increasingly used in research and conservation, so assessing and improving data accuracy is important. …”
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Network Meta-Analysis of Factors Influencing the Carbon Sink Capacity of Urban Park Green Spaces by Yutong JI, Tianyi LIN, Lian LIU, Xiong LI

“…Additionally, heterogeneity, bias, and errors are examined through subgroup analyses based on park scale (a), functional characteristics (b), and climatic conditions (c), accompanied by the evaluation of publication bias using funnel plots.ResultsThe analysis in this research involves 50 eligible literature articles published between 2000 and 2024, which are selected from a total of 952 articles initially collected. …”
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Komparasi Algoritma Klasifikasi Dengan Menggunakan Anaconda untuk Memprediksi Ramai Penonton Film di Bioskop by Rano Agustino

“…Thus sometimes the cinema manager experiences an error in placing the film to be aired, so the number of viewers in the cinema is not as expected. …”
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Robotic Versus Open Pancreatoduodenectomy With Vein Resection and Reconstruction: A Propensity Score-Matched Analysis by Niccolò Napoli, MD, PhD, FEBS, Emanuele Federico Kauffmann, MD, PhD, FEBS, Michael Ginesini, MD, Armando Di Dato, MD, Virginia Viti, MD, Cesare Gianfaldoni, MD, Lucrezia Lami, MD, Carla Cappelli, MD, Maria Isabella Rotondo, MD, Daniela Campani, MD, Gabriella Amorese, MD, Caterina Vivaldi, MD, Silvia Cesario, MD, Laura Bernardini, MD, Enrico Vasile, MD, Fabio Vistoli, MD, PhD, FEBS, Ugo Boggi, MD, FEBS

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Effectiveness of a transfluthrin emanator and insecticide-treated barrier screen in reducing Anopheles biting in a temporary shelter in Sumatra, Indonesia by Timothy A. Burton, Lepa Syahrani, Dendi Hadi Permana, Ismail Ekoprayitno Rozi, Rifqi Risandi, Siti Zubaidah, Syarifah Zulfah, Ma’as M. Maloha, Rusli Efendi, Maria Kristiana, Puji B. S. Asih, Din Syafruddin, Neil F. Lobo

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Predictions of the Effect of Non-Homogeneous Ocean Bubbles on Sound Propagation by Yuezhu Cheng, Jie Shi, Yuan Cao, Haoyang Zhang

“…To solve this problem, researchers have tried to use approximations such as equivalent and multiple scattering models, but these approximations are accompanied by large errors. …”
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Evaluating key predictors of breast cancer through survival: a comparison of AFT frailty models with LASSO, ridge, and elastic net regularization by Senyefia Bosson-Amedenu, Emmanuel Ayitey, Francis Ayiah-Mensah, Luyton Asare

“…Model performance was evaluated using Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), Mean Absolute Error (MAE), and Mean Squared Error (MSE) metrics across three sample sizes (25%, 50%, and 75%). …”
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Improved epigenetic age prediction models by combining sex chromosome and autosomal markers by Zhong Wan, Peter Henneman, Huub C. J. Hoefsloot, Ate D. Kloosterman, Pernette J. Verschure

“…Results We employed random forest regression (RFR) to construct age prediction models with publicly available DNAm Infinium 450 K microarray data of sex chromosomes from human whole blood and buffy coat samples and assessed the RFR model performance based on the root-mean squared error (RMSE) and the mean absolute deviation (MAD) of cross-validation. …”
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Motivaciones de los estudiantes universitarios para nunca realizar actividades físico-deportivas de tiempo libre. El caso de la Universidad de Guadalajara (Reasons why the universi... by Gabriel Flores Allende, Francisco Ruiz-Juan

“…The sampling procedure for this research was stratified polietapic with proportional affixation; which resulted on a + 3 percent error margin and a trusted level of 95.5 percent. …”
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Modeling of CO₂ Efflux from Forest and Grassland Soils Depending on Weather Conditions by Sergey Kivalov, Irina Kurganova, Sergey Bykhovets, Dmitriy Khoroshaev, Valentin Lopes de Gerenyu, Yiping Wu, Tatiana Myakshina, Yakov Kuzyakov, Irina Priputina

“…To increase the magnitude of the model resolutions, we controlled the slope and intercept of the linear model comparison between the measured and modeled data through the change in R₀—CO₂ efflux at Tsoil = 0 °C. The mean bias error (MBE), root-mean-square error (RMSE), and determination coefficient (R²) were employed to assess the quality of the model’s performance. …”
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Sensorless real-time solar irradiance prediction in grid-connected PV systems using PSO-MPPT and IoT-enabled monitoring by Ali Zaki Mohammed Nafa, Adel A. Obed, Ahmed J. Abid, Salam J. Yaqoob, Mohit Bajaj, Mohammad Shabaz

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Prediction of Rut Depth in Soil Caused by Wheels Using Artificial Neural Networks by N. Farhadi, A. Mardani, A. Hosainpour, B. Golanbari

“…Specifically, the root mean square error (RMSE) for the optimal MLP model, which utilized a learning rate of 0.001 and a momentum of 0.67, was 0.10. …”
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Cloning, expression of carboxylesterase BioH and improvement of its hydrolysis activity by directed evolution by XU Hongna, YU Hongwei

“…This property makes it a biocatalyst with a good application prospect. However, research on the use of this enzyme has been quite few to date. …”
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First Results of a Randomized Controlled Trial of Hemoblock in Patients with Large Incisional Hernias by E. N. Degovtsov, P. V. Kolyadko, V. P. Kolyadko, A. V. Satinov

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AGW-YOLO-Based UAV Remote Sensing Approach for Monitoring Levee Cracks by HU Weibo, ZHOU Shaoliang, ZHAO Erfeng, ZHAO Xueqiang

“…Furthermore, crack localization experiments demonstrated that the proposed method, based on UAV orthophotos, achieved root mean square errors of 1.753 meters and 1.053 meters in the east and north directions, respectively, within the UTM coordinate system. …”
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Homogeneous Stellar Atmospheric Parameters and 22 Elemental Abundances for FGK Stars Derived from LAMOST Low-resolution Spectra with DD-PAYNE by Meng Zhang, Maosheng Xiang, Yuan-Sen Ting, Anish Mayur Amarsi, Hua-Wei Zhang, Jianrong Shi, Haibo Yuan, Haining Li, Jiahui Wang, Yaqian Wu, Tianmin Wu, Lanya Mou, Hong-Liang Yan, Jifeng Liu

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Visual Automatic Localization Method Based on Multi-level Video Transformer by Qiping ZOU, Botao LI, Saian CHEN, Xi GUO, Taohong ZHANG

“…The system significantly reduces human error and enhances the consistency of output, which is crucial in high-precision manufacturing environments by automating the focus adjustment based on the clearest image. …”
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Wind Field Retrieval From Co-Polarized SAR Imagery Without External Wind Direction Assistance by Xianen Wei, Jinsong Chong, Yawei Zhao, Lijie Diao, Xuan Jin

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State of Charge Estimation in Batteries for Electric Vehicle Based on Levenberg–Marquardt Algorithm and Kalman Filter by Qian Huang, Junting Li, Qingshan Xu, Chao He, Chenxi Yang, Li Cai, Qipin Xu, Lihong Xiang, Xiaojiang Zou, Xiaochuan Li

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Distribution Ratio Prediction of Major Components in 30%TBP/kerosene-HNO3 System Based on Machine Learning by YU Ting1, ZHANG Yinyin2, ZHANG Ruizhi3, JIN Wenlei2, LUO Yingting2, ZHU Shengfeng3, HE Hui1, YE Guoan1, GONG Helin4

“…The average absolute relative error (AARE) of uranium distribution ratio prediction reaches 7.73%, which is about 7% higher than that of the traditional model. …”