Same data, different results? Machine learning approaches in bioacoustics by Kaja Wierucka, Derek Murphy, Stuart K. Watson, Nikola Falk, Claudia Fichtel, Julian León, Stephan T. Leu, Peter M. Kappeler, Elodie F. Briefer, Marta B. Manser, Nikhil Phaniraj, Marina Scheumann, Judith M. Burkart

“…These findings remained consistent across vocalisation sample sizes and number of individuals considered. …”
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An Enzyme-Based Biosensor for the Detection of Organophosphate Compounds Using Mutant Phosphotriesterase Immobilized onto Reduced Graphene Oxide by Muhammad Syafiq Mohd Razib, Wahhida Latip, Jahwarhar Izuan Abdul Rashid, Victor Feizal Knight, Wan Md Zin Wan Yunus, Keat Khim Ong, Noor Azilah Mohd Kasim, Siti Aminah Mohd Noor

“…Electrochemical analysis of the SPCE/rGO/YT-PTE showed detection of paraoxon in a linear range of 1 mM–0.005 μM with its limit of detection as low as 0.11 μM. …”
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Tb3+-nucleic acid probe-based label-free and rapid detection of mercury pollution in food by Xuhan Xia, Chenxi Zhou, Yulin Zhu, Yi Dong, Qiang He, Mohammad Rizwan Khan, Yuanlong Chi, Rosa Busquets, Ruijie Deng, Yao Ren

“…Based on the principle, Hg2+ can be quantified based on the fluorescence of Tb3+, the limit of detection was 0.068 9 μmol/L and the linear range was 0.1‒6.0 μmol/L. Due to the specificity of T-Hg2+-T artificial base pair, the assay could distinguish Hg2+ from other metal ions. …”
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Identifying the Combined Impacts of Sensor Quantity and Location Distribution on Source Inversion Optimization by Shushuai Mao, Jianlei Lang, Feng Hu, Xiaoqi Wang, Kai Wang, Guiqin Zhang, Feiyong Chen, Tian Chen, Shuiyuan Cheng

“…For source strength estimation, the impacts of the sensor location distribution difference decreased non-linearly with more sensors for known locations but linearly for unknown ones. …”
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Establishment of QuEChERS-UPLC-MS/MS method to determine three kinds of ochratoxins in coffee by GAO Yunkai, CHEN Xiaomei, CHEN Chunqian, ZHOU Lingyu, DENG Yinglin, YIN Qingchun

“…<b>Conclusion：</b> This method has the advantages of simple sample pretreatment, good reproducibility and high efficiency, and is suitable for the high-throughput detection of multiple ochratoxins in different coffee samples.…”
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Structural and Electrical Properties of Glass-Ceramic Ferroelectric Composite Materials by A. V. Tumarkin, E. N. Sapego, A. G. Gagarin, N. G. Tyurnina, Z. G. Tyurnina, O. Yu. Sinelshchikova, S. I. Sviridov

“…The electrical strength of ferroelectric materials can be increased using modern composite structures based on mixing ferroelectries and linear dielectrics - materials exhibiting simultaneously low dielectric permittivity and high electrical strength. …”
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PFAS residue analysis in fish and fish feed by applying a modified QuEChERS method in combination with LC-HRMS detection by Ourania Koloka, Vasiliki Boti, Dimitra Hela, Triantafyllos Albanis, Ioannis Konstantinou

“…The optimization of the sample preparation included different sorbents in the clean-up step for the fish feed matrix, and various sample amounts and sonication treatment times were tested for both matrices. …”
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A Flow Cytometric Approach to Assess RBC-Bound IgG Antibodies in Different Age Populations by Anwar Ullah, Lina Liu, Xia Qi, Hui Liu

“…After incubation, antihuman globulin (AHG) was added and checked for the index of agglutination (IAG) using flow cytometry method. A control sample was also analyzed using the same method. Results: Flow cytometry analysis revealed significant differences in IAG between younger individuals and the elderly (P-value 0.003), demonstrating a positive linear relationship. …”
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Effects of season, age and parasite management practices on gastro – intestinal parasites in pigs kept outdoors in Ireland by Nipuna Sahan Senanayake, Laura Boyle, Keelin O’Driscoll, Ophélie Menant, Fidelma Butler

“…Samples were collected and mixed thoroughly to achieve a paddock level sample. …”
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Localization of albumin with correlative super resolution light- and electron microscopy in the kidney by Alexandra N. Birtasu, Utz H. Ermel, Johanna V. Rahm, Anja Seybert, Benjamin Flottmann, Mike Heilemann, Florian Grahammer, Achilleas S. Frangakis

“…Thereby we can quantify the albumin concentration and measure a linear reduction gradient across the kidney filtration barrier. …”
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The High Performance of Multi-Metal Layered Double Hydroxides (LDHs) in the Removal of Organic Dyes by Soumaya Talbi, Amal El Khanchaoui, Latifa Bouissane, Abderrafia Hafid, Mostafa Khouili, Souad Rabi, Abdellatif Essoumhi

“…The equilibrium adsorption data were analyzed using three linear adsorption models: Langmuir, Freundlich, and Temkin. …”
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Humpback whales (Megaptera novaeangliae) in Hervey Bay, Australia: a stopover for females early in their southern migration by Lyndon Brooks, Lyndon Brooks, Trish Franklin, Trish Franklin, Wally Franklin, Wally Franklin, Peter Harrison, Peter Corkeron, Kenneth H. Pollock

“…The number of annual visitors to the Bay increased approximately linearly from 857 in 1997 to 2175 at the end of sampling in 2009 with two-thirds migrating through during the first half of each season. …”
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Effect of the time factor on the hydraulic activity of mechanically activated saponin-containing powder by Marina V. Morozova, Maria A. Frolova

“…At the same time hydraulic activity of mechanically activated powders is linearly related to specific surface (300÷1200 m²/kg), besides, nature of this connection is described by linear equation with high value of approximation reliability factor (0.99). …”
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Correlation Between Pain Intensity and Trunk Sway in Seated Posture Among Office Workers with Chronic Spinal Pain: A Pilot Field-Based Study by Eduarda Oliosi, Afonso Caetano Júlio, Luís Silva, Phillip Probst, João Paulo Vilas-Boas, Ana Rita Pinheiro, Hugo Gamboa

“…Pain intensity was assessed with the Numeric Pain Rating Scale (NPRS) before and after work across three non-consecutive workdays, while postural control was evaluated through estimated center of pressure (COP) displacements. Linear and nonlinear metrics, including sway range, velocity, the Hurst exponent, and sample entropy, were derived from the estimated COP time series. …”
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RESEARCH ON THE HEAVY METAL CONTENT IN ONION BULBS CORRELATED WITH SOIL FROM PRIVATE HOUSEHOLDS LOCATED IN THE COPŞA MICĂ AREA, CENTRAL ROMANIA by Bogdan Ştefan OPREA, Dumitru-Marian MOTELICĂ, Nicoleta Olimpia VRÎNCEANU, Mihaela COSTEA, Georgiana Iuliana PLOPEANU, Vera CARABULEA

“…In the case of copper (Cu), the linear correlation coefficient was insignificant (r = 0.088ns). …”
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Versatile Silicon‐Based Surface‐Enhanced Raman Spectroscopy Chip for Quantitative Sensing and Point‐of‐Care Applications by Yuanhao Jin, Ji Wang, Lijuan Lin, Haitao Yang, Lihui Zhang, Shoushan Fan, Qunqing Li, Feng Xu

“…The application of these SERS substrates in monitoring caffeine citrate concentration in urine samples for the treatment of infant apnea of prematurity is also presented, showing a strong linear relationship between SERS signal intensity and caffeine citrate concentration across clinically relevant ranges. …”
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Molecular Marker Study of Particulate Organic Matter in Southern Ontario Air by Satoshi Irei, Jacek Stupak, Xueping Gong, Tak-Wai Chan, Michelle Cox, Robert McLaren, Jochen Rudolph

“…Meanwhile, in the scatter plots of α,β-hopane and trisnorhopane, concentrations displayed different trends for Hamilton and Simcoe. The slopes of the linear regressions for Hamilton and the tunnel were statistically the same, while the slope for Simcoe was significantly different from those. …”
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Systemic C-reactive protein levels in patients with geographic atrophy stratified by sex by Ramya Gnanaraj, Alan G. Palestine, Brandie D. Wagner, Jennifer L. Patnaik, Talisa E. de Carlo Forest, Marc T. Mathias, Niranjan Manoharan, Vivian Rajeswaren, Naresh Mandava, Anne M. Lynch

“…A non-parametric (rank-based) linear regression model was fit with an interaction between sex and GA. …”
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An Enhanced Machine Learning Framework for Type 2 Diabetes Classification Using Imbalanced Data with Missing Values by Kumarmangal Roy, Muneer Ahmad, Kinza Waqar, Kirthanaah Priyaah, Jamel Nebhen, Sultan S Alshamrani, Muhammad Ahsan Raza, Ihsan Ali

“…Consequently, the study validated the implications of these imputations using various classification algorithms, i.e., linear, tree-based, and ensemble algorithms, to see how each method affected classification accuracy. …”
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Carbon Emission Disclosure and Its Impact on Developing Countries by Indah Fajarini Sri Wahyuningrum, Linda Agustina, Muhammad Ihlashul’amal, Kuat Waluyo Jati, Suci Sularsih, Syaiful Anwar, Sriningsih Sriningsih

“…Using 113 analysis units as research samples of non-financial public companies listed on the Indonesia Stock Exchange (BEI) in 2019-2021. …”
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