2,298,919 results
Search Results
102. A hybrid process of electrocoagulation and electro-Fenton for treatment of paper wastewater
- Author
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Mirzaei, M., Moazeni, K., Baghdadi, M., Aliasghar, A., and Mehrdadi, N.
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- 2024
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103. Paper Trails : Runaway Slaves and Print Culture in the Virginia County Courts, 1820–1865
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Rogers, Kyle J.
- Published
- 2024
104. Facile production of recycled paper bio-foam via citric acid crosslinking: an eco-friendly thermal insulation packaging material
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Itkor, Pontree, Lee, Youn Suk, Singh, Ajit Kumar, Boonsiriwit, Athip, Ngamlerst, Chattraya, Lee, Myungho, and Choi, Seok
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- 2024
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105. What type of paper are you writing? A taxonomy of review and theory scholarship distinguished by their summary and advocacy arguments
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West, Richard E. and Martin, Florence
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- 2024
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106. Measuring the global and domestic technological impact of Chinese scientific output: a patent-to-paper citation analysis of science-technology linkage
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Teng, Ziyou and Zhu, Xuezhong
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- 2024
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107. Transitioning from Paper to Touch Interface: Phoneme-Grapheme Recognition Testing and Gamification in Primary School Classrooms
- Author
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Lishi Liang, W. L. Quint Oga-Baldwin, Kaori Nakao, Luke K. Fryer, and Alex Shum
- Abstract
Phonological processing of written characters has been recognized as a crucial element in acquiring literacy in any language, both native and foreign. This study aimed to assess Japanese primary school students' phoneme-grapheme recognition skills using both paper-based and touch-interface tests. Differences between the two test formats and the relationship between phoneme-grapheme recognition skills and interaction with digital tests were investigated. We hypothesized a relationship between paper test performance and digital item performance. Participants were sixth-grade students from two public schools. The results of comparison tests indicated that the touch-interface test had lower success rates compared to the paper-based test for most items, suggesting a difference in performance patterns. A consistent relationship between phoneme-grapheme knowledge tested on paper and successful digital interaction was found. Findings highlight the potential of touch-interface assessments for assessing phoneme-grapheme recognition skills in primary school classrooms and suggest incorporating more digital tasks to enhance student adaptation. [Note: The issue number (1) shown in the citation on the PDF is incorrect. The correct issue number is 2.]
- Published
- 2024
108. Developing EFL Students' Multimodal Communicative Competence through Lady Whistledown's Society Papers: A Teaching Proposal
- Author
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Beatriz P. Rubio-López
- Abstract
This paper focuses on integrating multimodal communication into the English-as-a-foreign-language classroom to enhance the development of students' multimodal communicative competence, multiliteracies, and 21st-century skills. To do so, I compiled a corpus of authentic materials from Lady Whistledown's Society Papers in Julia Quinn's novel "The Viscount Who Loved Me" (2000), her appearances as narrator in the Netflix series "Bridgerton" (2022), and some tweets posted by @Bridgerton. This corpus was used to plan and design a game-based teaching proposal. Finally, the paper offers a critical analysis and suggests how this proposal can feasibly contribute to fostering students' multimodal communicative competence.
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- 2024
109. New paper-by-paper classification for Scopus based on references reclassified by the origin of the papers citing them
- Author
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Álvarez-Llorente, Jesús M., Guerrero-Bote, Vicente P., and de Moya-Anegón, Félix
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Computer Science - Digital Libraries - Abstract
A reference-based classification system for individual Scopus publications is presented which takes into account the categories of the papers citing those references instead of the journals in which those cited papers are published. It supports multiple assignments of up to 5 categories within the Scopus ASJC structure, but eliminates the Multidisciplinary Area and the miscellaneous categories, and it allows for the reclassification of a greater number of publications (potentially 100%) than traditional reference-based systems. Twelve variants of the system were obtained by adjusting different parameters, which were applied to the more than 3.2 million citable papers from the active Scientific Journals in 2020 indexed in Scopus. The results were analyzed and compared with other classification systems such as the original journal-based Scopus ASJC, the 2-generation-reference based M3-AWC-0.8 (\'Alvarez-Llorente et al., 2024), and the corresponding authors' assignment based AAC (\'Alvarez-Llorente et al., 2023). The different variants obtained of the classification give results that improve those used as referents in multiple scientometric fields. The variation called U1-F-0.8 seems especially promising due to its restraint in assigning multiple categories, consistency with reference classifications and the fact of applying normalization processes to avoid the overinfluence of articles that have a greater number of references.
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- 2024
110. Development and Strategic Benefits of Learning and Teaching Centres: Thematic Peer Group Report. Learning & Teaching Paper #23
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European University Association (EUA) (Belgium)
- Abstract
This report presents the findings of the 2023 EUA Learning & Teaching Thematic Peer Group "Development and strategic benefits of learning and teaching centres", beginning with a presentation of the centres represented in the group and proceeding by presenting a virtuous cycle model for the continuous advancement of centres. Recommendations accompany each of the model's elements and, where possible, are illustrated through real-world practices.
- Published
- 2024
111. Simple, direct amplification of RNA-containing paper discs for diagnosing the hepatitis C virus.
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Chu D, Oh YH, Sung H, Ko DH, Oh HB, and Hwang SH
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- Humans, Point-of-Care Testing, Limit of Detection, Hepacivirus genetics, Hepacivirus isolation & purification, RNA, Viral genetics, RNA, Viral isolation & purification, Nucleic Acid Amplification Techniques methods, Hepatitis C diagnosis, Hepatitis C virology, Molecular Diagnostic Techniques methods, Sensitivity and Specificity, Paper
- Abstract
Nucleic acid extraction (NAE) is crucial for molecular diagnostics but presents challenges in point-of-care testing (POCT) and decentralized settings. We developed a streamlined, paper-based NAE method for hepatitis C virus (HCV) RNA amplification, suitable for integration into POCT and lab-on-a-chip systems. This method uses Fusion 5 paper discs, completing extraction in under 30 min without centrifugation. The nucleic acids on the disc can be directly used or eluted for amplification. We validated this method's compatibility with reverse transcription-polymerase chain reaction (RT-PCR), real-time quantitative PCR (RQ-PCR), and loop-mediated isothermal amplification (LAMP), demonstrating versatility across amplification platforms. Clinical evaluation (n = 60) showed 100% sensitivity and specificity with a low detection limit of ~10
1 IU/mL. Results matched those from standard HCV RQ-PCR, confirming accuracy. Additionally, incorporating polyethylene glycol (PEG) improves extraction efficiency, eliminating the need for ethanol treatment and washing/drying steps. This modification enhances performance and suitability for field applications. Our paper-based HCV amplification is affordable and user-friendly, making it valuable for decentralized HCV detection and supporting global health initiatives., (© 2024 Wiley Periodicals LLC.)- Published
- 2024
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112. Respiratory Symptoms and Paper Dust Exposure among Workers in the Paper Industry in Ethiopia: A Comparative Cross-Sectional Study.
- Author
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Tafese A, Kumie A, Moen BE, Abegaz T, Deressa W, Abaya SW, and Bråtveit M
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- Humans, Cross-Sectional Studies, Adult, Male, Ethiopia epidemiology, Female, Middle Aged, Cough epidemiology, Cough etiology, Prevalence, Young Adult, Respiratory Tract Diseases epidemiology, Respiratory Tract Diseases etiology, Respiratory Sounds etiology, Surveys and Questionnaires, Occupational Diseases epidemiology, Occupational Diseases etiology, Industry, Dyspnea epidemiology, Air Pollutants, Occupational analysis, Dust analysis, Occupational Exposure adverse effects, Occupational Exposure statistics & numerical data, Paper
- Abstract
Chronic respiratory symptoms are a health concern in the paper industry. This study evaluates the association between personal inhalable paper dust exposure and chronic respiratory symptoms among workers in this industry. In total, 270 workers from the paper industry and 267 from a water bottling factory participated. Chronic respiratory symptoms were assessed using a standardized questionnaire, modified from the American Thoracic Society. A job exposure matrix, based on cross-sectional personal measurements of inhalable paper dust, was used to estimate the exposure-response relationship between cumulative dust exposure and chronic respiratory symptoms. There was a higher prevalence of chronic coughs (27.4% vs. 7.5%), breathlessness (25.6% vs. 11%), coughs with sputum (21.1% vs. 1.1%), and wheezing (25.6% vs. 5%) among paper workers compared to those in the water bottling industry. A Poisson regression analysis revealed that the prevalence ratios for chronic coughs (APR = 3.3 and 95% CI: 2.0-5.4), breathlessness (APR = 2.2 and 95% CI: 1.4-3.4), and wheezing (APR = 4.3 and 95% CI: 2.3-7.7) were significantly higher in paper workers than in water bottling workers. Among paper workers, a significant exposure-response relationship was observed between cumulative dust exposure and chronic coughs after adjusting for age, sex, history of respiratory illnesses, work in other dusty industries, and use of biofuels. As there were only four ever-smokers, smoking was not included in the regression analysis. The results show a significant association between dust exposure and coughing, highlighting the need for control measures to prevent the development of respiratory symptoms among workers.
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- 2024
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113. Multilayer patch functionalized microfibrillated cellulosic paper sensor for sweat glucose monitoring.
- Author
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Karim Z, Khan MJ, Hussain A, Ahmed F, and Khan ZH
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- Humans, Hydrophobic and Hydrophilic Interactions, Electrochemical Techniques methods, Electrochemical Techniques instrumentation, Monitoring, Physiologic methods, Monitoring, Physiologic instrumentation, Blood Glucose Self-Monitoring instrumentation, Blood Glucose Self-Monitoring methods, Sweat chemistry, Cellulose chemistry, Glucose analysis, Glucose metabolism, Paper, Biosensing Techniques methods, Biosensing Techniques instrumentation
- Abstract
Electrochemical analysis of glucose monitoring without painful blood collection provides a new noninvasive route for monitoring glucose levels. Thus, in this study, biobased cellulosic papers (methylated and phosphorylated one) based glucose monitoring sensor is developed. To achieve high hydrophilicity, microfibrillated cellulose (MFC) were functionalized using hexokinase mediated phosphorylation (-OH to -[Formula: see text]). The instinctive increased surface charge density from 36.2 ± 3.4 to 118.4 ± 1.2 µmol/g and decrease contact angle (45°-22°) confirms the increased hydrophilicity of paper. Furthermore, functionalized phos-MFC paper increase the capillary flow of sweat, required low quantity (1 µl) of sweat for accurate analysis of glucose level. Additionally, chemically induced methyl groups (-CH
3 ) make the sensor more barrier to other chemicals. In addition, a multilayer patch design combined with sensor miniaturization was used to lead to an increase in the efficiency of the sweat collection and sensing processes. Besides, this paper sensor integrated with artificial transdermal drug delivery unit (agarose gel as skin) for monitoring glucose levels in sweat. The patch monitoring system increase the accuracy of sensing with fluctuation in sweat vol. (1-4 µl), temperature (20-70 °C), and pH (4.0-7.0). In addition, temperature dependency artificial transdermal delivery (within agarose gel) of drug metformin agrees the measurement accuracy of sensor, called "switch system" without any error. As a result, the reported MFC paper based multi-patch disposable sensing system provides a novel closed-loop solution for the noninvasive sweat-based management of diabetes mellitus., (© 2024. The Author(s).)- Published
- 2024
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114. A strategy for the detection of benzodiazepine drugs using low-resolution paper-spray mass spectrometry for harm reduction drug checking.
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Miskulin A, Wallace B, Gill C, and Hore D
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- Humans, Harm Reduction, Benzodiazepines analysis, Illicit Drugs analysis, Mass Spectrometry methods, Paper, Substance Abuse Detection methods
- Abstract
The ability to detect newly emerging substances is of great importance in reducing harms for people who use drugs. New psychoactive substances including novel benzodiazepines in the illicit drug supply have been linked to high rates of overdose deaths while complicating drug checking as an overdose prevention strategy. Paper-spray mass spectrometry (PS-MS) has emerged as a novel strategy to rapidly detect trace components in street drug samples. While targeted, low-resolution PS-MS methods have proven effective, newly emerging substances are often missed. To address this, a method was applied to low-resolution full-scan PS-MS data to aid in the early detection and identification of novel benzodiazepines in the unregulated drug supply. Using the developed method, true positives rates of 0.89 and 0.75 were achieved for bromazolam and etizolam in street samples obtained in a community drug checking service. The applicability of the method was further demonstrated for a novel benzodiazepine, desalkylgidazepam, that has recently emerged in the illicit drug supply., (© 2023 The Authors. Drug Testing and Analysis published by John Wiley & Sons Ltd.)
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- 2024
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115. Sensitive and reliable lab-on-paper biosensor for label-free detection of exosomes by electrochemical impedance spectroscopy.
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Sazaklioglu SA, Torul H, Tamer U, Ensarioglu HK, Vatansever HS, Gumus BH, and Çelikkan H
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- Humans, Electrodes, Antibodies, Immobilized immunology, Tetraspanin 29 analysis, Tetraspanin 29 urine, Metal Nanoparticles chemistry, Immunoassay methods, Dielectric Spectroscopy methods, Biosensing Techniques methods, Exosomes chemistry, Paper, Limit of Detection, Gold chemistry
- Abstract
A new, sensitive, and cost-effective lab-on-paper-based immunosensor was designed based on electrochemical impedance spectroscopy (EIS) for the detection of exosomes. EIS was selected as the determination method since there was a surface blockage in electron transfer by binding the exosomes to the transducer. Briefly, the carbon working electrode (WE) on the paper electrode (PE) was modified with gold particles (AuPs@PE) and then conjugated with anti-CD9 (Anti-CD9/AuPs@PE) for the detection of exosomes. Variables involved in the biosensor design were optimized with the univariate mode. The developed method presents the limit of detection of 8.7 × 10
2 exosomes mL-1 , which is lower than that of many other available methods under the best conditions. The biosensor was also tested with urine samples from cancer patients with high recoveries. Due to this a unique, low-cost, biodegradable technology is presented that can directly measure exosomes without labeling them for early cancer or metastasis detection., (© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature.)- Published
- 2024
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116. Treatment of pulp and paper mill effluent through combined aerobic and anaerobic suspended fixed-bed bioreactor.
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Pant A, Dwivedi AK, Murasingh S, Singh D, Mayank M, and Ojha CSP
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- Anaerobiosis, Wastewater chemistry, Aerobiosis, Water Purification methods, Ultrafiltration methods, Paper, Bioreactors, Waste Disposal, Fluid methods, Industrial Waste
- Abstract
This study explored using ultrafiltration (UF) membranes to treat pulp and paper mill wastewater, implementing a novel Taguchi experimental design to optimize operating conditions for pollutant removal and minimal membrane fouling. Researchers examined four factors: pH, temperature, transmembrane pressure, and volume reduction factor (VRF), each at three levels. Optimal conditions (pH 10, 25°C, 6 bar, VRF 3) led to a 35% reduction in flux due to fouling and high pollutant rejections: total hardness (83%), sulfate (97%), spectral absorption coefficient (SAC254) (95%), and chemical oxygen demand (COD) (89%). Conductivity had a lower rejection rate of 50%. Advanced imaging techniques like atomic force microscopy (AFM) and scanning electron microscopy (SEM) revealed reduced membrane fouling under these conditions. The Taguchi method effectively identified optimal conditions, significantly improving wastewater treatment efficiency and promoting environmental sustainability in the pulp and paper industry. PRACTITIONER POINTS: This study optimized UF membrane conditions for pulp and paper mill wastewater, reducing fouling and enhancing pollutant removal, offering practical strategies for industrial treatment. AFM and SEM provided key insights into membrane fouling and mitigation, promoting real-time diagnosis and optimization for enhanced treatment efficiency. Prioritizing anaerobic fixed-bed systems in wastewater treatment is beneficial for achieving high COD removal efficiency. Optimizing hydraulic retention time (HRT) in these systems can further improve their overall effectiveness and sustainability., (© 2024 Water Environment Federation.)
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- 2024
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117. Is the Home Literacy Environment Different Depending on the Media? Paper vs. Tablet-Based Practices
- Author
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Álvaro Jáñez, Javier Rosales, Raquel De Sixte, and Marta Ramos
- Abstract
The Home Literacy model predicts different outcomes depending on formal and informal literacy practices carried out at home. However, this model does not explicitly consider the potential differences that the media (paper vs. tablets) in which these practices are carried out can have on performance. The present study explored this issue. Participants were 136 children aged 6-7 years old and their parents. The different activities performed at home were analysed through reports of the parents, and children were assessed at school for their reading performance (decoding and comprehension). Results showed how formal practices using traditional materials predicted reading comprehension, but informal practices did not predict any performance measure. The digital home literacy environment showed no impact on reading performance, suggesting that two different environments (paper and digital) might exist, each one of them having differential impacts on performance. Implications for research and education are discussed.
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- 2024
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118. Comparison of an iPad and Paper-Based Modality for a Flashcard Sight-Phrase Intervention
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Kathleen B. Aspiranti, Sara Ebner, and Lizeth Tomas Flores
- Abstract
Drill-and-practice flashcard interventions are often used when students display delays in sight word recognition and word reading fluency. Sight-phrase interventions connect two to three words together to teach connected text instead of words in isolation. Although studies have shown that students can learn to read sight phrases through a tablet-based intervention, there have been no studies comparing a tablet-based drill-and-practice sight-phrase intervention with a similar paper-based intervention. The current study used a multiple-baseline design across three students and implemented a sight-phrase intervention both using traditional flashcards and using an iPad app. Students were prompted to see the phrase, attempt to read the phrase, hear the phrase read, and then say the phrase again before moving to the next phrase. Results showed that all students quickly acquired all unknown phrases within two to five sessions. There was no difference in acquisition rate between the paper and iPad modalities. Discussion focuses on the applicability of the iPad intervention to increase efficiency in flashcard intervention delivery given that the intervention can increase student sight-phrase acquisition at a similar rate as traditional flashcard interventions.
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- 2024
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119. Enhancing antibacterial characteristics of paper through silver-exchanged zeolite coating for packaging paper
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Wanitpinyo, Kapphapaphim, Nanta, Kawinthida, Chitbanyong, Korawit, Pisutpiched, Sawitree, Khantayanuwong, Somwang, Yimlamai, Piyawan, Sukyai, Prakit, and Puangsin, Buapan
- Published
- 2024
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120. Paper, film and foil converter.
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- Paper converting machinery Periodicals., Paper converting machinery Periodicals. United States, Packaging Periodicals. Technological innovations, Packaging Periodicals., Packaging Periodicals. Equipment and supplies, Papier Périodiques. Transformation Machines, Papier Périodiques. Transformation Machines États-Unis, Conditionnement (Emballage) Périodiques. Innovations, Conditionnement (Emballage) Périodiques., Packaging, Packaging Equipment and supplies, Packaging Technological innovations, Paper converting machinery, United States
- Published
- 2024
121. A novel low-cost and simple fabrication technique for a paper-based analytical device using super glue.
- Author
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Kang HE, Bui TH, Han W, Lee YI, and Shin JH
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- Cyanoacrylates chemistry, Microfluidic Analytical Techniques instrumentation, Microfluidic Analytical Techniques economics, Hydrophobic and Hydrophilic Interactions, Glucose analysis, Printing, Three-Dimensional, Lab-On-A-Chip Devices, Paper, Adhesives chemistry
- Abstract
Background: The microfluidic paper-based analytical devices (μPADs) have been highly regarded as effective tools that offer a cost-effective and portable solution for point-of-care testing (POCT) and on-site detection. Utilizing paper substrates such as cellulose and nitrocellulose membranes, μPADs have proven beneficial for a range of applications from medical diagnostics to environmental monitoring. Despite their advantages, the fabrication of μPADs often requires sophisticated techniques and equipment, posing challenges for widespread adoption, especially in resource-limited settings. This study addresses the need for a simplified, low-cost method for fabricating μPADs that is accessible without specialized training or equipment., Results: This research introduces a novel, efficient method for producing μPADs using 3D-printed slidable chambers and super glue vapor, bypassing traditional, more complex fabrication processes. The method utilizes super glue (ethyl-cyanoacrylate) vapor to create hydrophobic barriers on paper substrates. By optimizing the exposure sequence to super glue and water vapors and the heating conditions, we achieved rapid hydrophobization within 5 min, creating effective hydrophobic barriers and hydrophilic channels on paper substrates. The technique's simplicity allows for use by individuals without specialized training. The practical application of the fabrication method is demonstrated by the fabrication of μPADs that can detect multiple target analytes. We perform the simultaneous detection of glucose, proteins, and also the simultaneous detection of heavy metal ions nickel (Ni
2+ ) and copper (Cu2+ ), highlighting its potential for broad applications in point-of-care diagnostics., Significance: This study is the first to report a method for selective exposure of ethyl-cyanoacrylate vapor for the fabrication of μPADs. This method significantly reduces the complexity, time, and fabrication cost, making it feasible for use in various settings. It also eliminates the need for specialized equipment and can be executed by individuals without specialized training. We believe that the proposed fabrication method contributes to the wider adoption and deployment of μPADs across various sectors., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Joong Ho Shin reports financial support was provided by National Research Foundation of Korea. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)- Published
- 2024
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122. Portable alkaloid discrimination via nanozyme-mediated colorimetric paper-based sensor array integrated with smartphone detection.
- Author
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Liu X, Chen M, Wang F, and Zhu L
- Subjects
- Acetylcholinesterase chemistry, Acetylcholinesterase metabolism, Benzidines chemistry, Phenylenediamines chemistry, Copper chemistry, Colorimetry methods, Colorimetry instrumentation, Smartphone, Paper, Alkaloids analysis, Alkaloids chemistry
- Abstract
A paper-based colorimetric sensor array mediated by a novel nanozyme (CuCo
2 O4 ) was developed using a screen-printing technology. The aim was to facilitate the identification of different kinds of alkaloids. Typically, three chromogenic substrates (3,3',5,5'-tetramethylbenzidine, 2,2'-azino-bis(3-ethylbenzthiazoline-6-sulfonic acid), and o-phenylenediamine) were selected as sensing elements, which can be catalyzed by a CuCo2 O4 nanozyme with peroxidase-like activity to yield corresponding oxidized products, thereby inducing color changes. Owing to the varying inhibitory ability of different alkaloids on acetylcholinesterase (AChE), a decrease in choline (Ch) concentration occurs and subsequently results in the restoration of color within the units of sensor array. Color data can be transformed into hue information with a smartphone. The above color variations generated a unique "fingerprint" pattern on five alkaloids (berberine, palmatine, jatrorrhizine, eserine, and harmane), which can be successfully discriminated through linear discriminant analysis in the range 0.2 to 20 µM. Furthermore, the sensor arrays allowed successful discrimination of the above five alkaloids in Chinese herbal medicine samples and recognition of 22 blind samples. This work presents a novel nanozyme-based paper sensor array, which is a user-friendly and reliable platform for probing different alkaloids. In addition, the developed sensing strategy enables the identification of AChE-related diseases, positively contributing to the screening available of AD-associated drugs., (© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature.)- Published
- 2024
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123. Synergistic activation of persulfate by Fe-based perovskite photocatalysis for alkali lignin degradation in pulp and paper wastewater.
- Author
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Liu Y, Xu Z, He Y, Liu M, Lin C, and Lv Y
- Subjects
- Catalysis, Titanium chemistry, Alkalies chemistry, Iron chemistry, Oxides chemistry, Calcium Compounds chemistry, Waste Disposal, Fluid methods, Water Pollutants, Chemical chemistry, Lignin chemistry, Wastewater chemistry, Paper
- Abstract
A synergistic photocatalytic system based on Fe-based perovskite with persulfate was constructed for alkali lignin (AL) degradation in pulp and paper wastewater. The degradation performance and mechanism on AL were carried out under ambient temperature and pressure, accompanied by visible light irradiation. The results showed that the synergistic photocatalytic system exhibited much better performance on AL degradation than the single catalytic system. The degradation efficiency reached 73.5% under the optimal conditions and was constant at around 65% over the pH range from 2 to 8. A significant escalation of the AL degradation was observed at pH 10, reaching 80.1%. The photogenerated holes,
1 O2 and SO4 - ·, generated by the system were involved in the degradation, and the holes played a dominant role. During the degradation process, the efficient promotion of cleavage events in lignin methoxy, β-O-4 bond, and benzene ring was observed. Consequently, the depolymerization process led to the generation of high-value compounds, namely p-hydroxybenzaldehyde and vanillin. Remarkably, the yields of the high-value compounds in the synergistic photocatalytic system were five times larger than those in the control. This study offered a viable method to activate persulfate for alkali lignin degradation and to achieve a mutually beneficial strategy for wastewater treatment and recycling., (© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.)- Published
- 2024
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124. Thermal crosslinking kinetics of shellac and its coating for stiffened and water stable cellulose-based paper straws.
- Author
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Ahuja A, Singh A, and Rastogi VK
- Subjects
- Kinetics, Resins, Plant chemistry, Temperature, Paper, Cellulose chemistry, Water chemistry, Tensile Strength
- Abstract
In this work, shellac and its crosslinking were studied to produce paper straws for the application of liquid products. Commercial paper straws are not durable for liquid foods due to their hygroscopic nature, and thus, they find it challenging to replace single-use plastics. Shellac is a naturally occurring resin utilized as an adhesive and water-resistant coating over the paper straw. Shellac was cured at 125 °C, 150 °C, 175 °C, and 200 °C, and it was crosslinked in about 210 min, 150 min, 60 min, and 30 min respectively and studied for kinetics. The crosslinking of shellac produced a thermally stable material. Compared to commercial paper straws, these paper shellac straws exhibited high bending stiffness (1356.11 Nmm), tensile strength (13,74 MPa), flexural strength (21.72 MPa), and compression strength (24.99 MPa). Moreover, the paper shellac straws didn't bend in wet conditions under load for up to one day, while the commercial paper straw bends in 8 min. Therefore, paper straws with shellac can replace plastic-based straws for a sustainable future., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Arihant Ahuja reports financial support was provided by the Prime Minister Research Fellowship, Ministry of Education, India. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)
- Published
- 2024
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125. Influence of ZnO morphology on the capability of portable paper-based electrospray ionization mass spectrometry to determine therapeutic drugs in complex matrices.
- Author
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Zhang Y, Huang Y, Li Y, Zhang Z, Zuo Q, Zheng Y, and Zhang Z
- Subjects
- Humans, Pharmaceutical Preparations blood, Pharmaceutical Preparations analysis, Pharmaceutical Preparations chemistry, Adsorption, Zinc Oxide chemistry, Spectrometry, Mass, Electrospray Ionization methods, Paper, Limit of Detection
- Abstract
Adsorbents play a significant role in enhancing the analytical sensitivity of target analytes in complex samples by mitigating matrix effects. In our recent report, ZnO stood out among various adsorbents to determine target therapeutic drugs in complex biological matrices when applied for portable paper-based electrospray ionization mass spectrometry (PPESI-MS). However, the influence of the morphology of ZnO on the performance of PPESI-MS is elusive. Herein, different morphologies of ZnO particles were prepared via co-precipitation or ultrasonic methods, and their capability to determine different therapeutic drugs in serum were systemically investigated. The results demonstrated that flower-shaped ZnO gave a superior capacity, and its analysis sensitivity was 2.9-12.8-fold higher than those achieved with other ZnO morphologies. Further characterization revealed that the unique performance of flower-shaped ZnO was closely associated with its favorable desorption behavior to drugs, small spray plume, and few spray emitters at the tip of coated paper substrate. To illustrate the potential of flower-shaped ZnO, its coated paper was used as a substrate for the determination of various drugs in complex matrices such as serum, and a limit of detection as low as 2 pg mL
-1 was achieved. The corresponding recoveries ranged from 93.2% to 107.2%. The developed protocol is promising in high-sensitivity analysis of target drugs in complex sample matrices., (© 2024 John Wiley & Sons Ltd.)- Published
- 2024
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126. Detecting the therapeutic drugs in blood samples through PDMS-printed paper spray mass spectrometry.
- Author
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Xiong L, Sun S, Lu X, Wang X, Yu Q, and Qian X
- Subjects
- Humans, Limit of Detection, Clozapine blood, Risperidone blood, Quetiapine Fumarate blood, Paliperidone Palmitate blood, Olanzapine blood, Psychotropic Drugs blood, Printing, Paper, Dimethylpolysiloxanes chemistry, Mass Spectrometry methods
- Abstract
In this paper, paper microfluidic channel fabricated by directly screen-printing of polydimethylsiloxane (PDMS) is proposed for paper spray mass spectrometry analysis of therapeutic drugs in the blood samples. Compared with traditional paper spray, PDMS-printed paper spray (PP-PS) allows fluid to flow to the tip of paper with less sample loss which significantly improved the signal intensity of target compounds in blood samples. As paper can reduce the matrix effect, PP-PS also has a greater advantage than electro-spray Ionization (ESI) when directly analyzing complex biological sample in terms of the detection efficiency. Linearity and limits of detection (LOD) were evaluated for five psychotropic drugs: olanzapine, quetiapine, 9-hydroxyrisperidone, clozapine, risperidone. As a result, PP-PS improved the signal intensity of the psychotropic drugs at a concentration of 250 ng/ml in blood samples by a factor of 2-5 times and lowered the relative standard deviation (RSD) by a factor of 2-5.6 times compared with traditional paper spray. And PP-PS also improved signal intensity by a factor of 9-33 times compared with ESI. Quantitative experiments of PP-PS mass spectrometry indicated that the linear range was 5-500 ng/ml and the LOD were improved by a factor of 5-71 times for all these drugs compared with traditional paper spray. In addition, PP-PS was applied to the home-made miniaturized mass spectrometer and the precursor ions of all five psychotropic drugs (250 ng/ml) in the mass spectrometry results were obtained as well. These could prove that PP-PS has the potential to analyze complex biological samples in application on the miniaturized mass spectrometer which can be used outside the laboratory., Competing Interests: Declaration of competing interest The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results., (Copyright © 2024 Elsevier B.V. All rights reserved.)
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- 2024
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127. Decentralized food safety and authentication on cellulose paper-based analytical platform: A review.
- Author
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Du A, Lu Z, and Hua L
- Subjects
- Food Contamination analysis, Mass Spectrometry methods, Food Safety methods, Paper, Cellulose chemistry, Cellulose analysis, Food Analysis methods
- Abstract
Food safety and authenticity analysis play a pivotal role in guaranteeing food quality, safeguarding public health, and upholding consumer trust. In recent years, significant social progress has presented fresh challenges in the realm of food analysis, underscoring the imperative requirement to devise innovative and expedient approaches for conducting on-site assessments. Consequently, cellulose paper-based devices (PADs) have come into the spotlight due to their characteristics of microchannels and inherent capillary action. This review summarizes the recent advances in cellulose PADs in various food products, comprising various fabrication strategies, detection methods such as mass spectrometry and multi-mode detection, sampling and processing considerations, as well as applications in screening food safety factors and assessing food authenticity developed in the past 3 years. According to the above studies, cellulose PADs face challenges such as limited sample processing, inadequate multiplexing capabilities, and the requirement for workflow integration, while emerging innovations, comprising the use of simplified sample pretreatment techniques, the integration of advanced nanomaterials, and advanced instruments such as portable mass spectrometer and the innovation of multimodal detection methods, offer potential solutions and are highlighted as promising directions. This review underscores the significant potential of cellulose PADs in facilitating decentralized, cost-effective, and simplified testing methodologies to maintain food safety standards. With the progression of interdisciplinary research, cellulose PADs are expected to become essential platforms for on-site food safety and authentication analysis, thereby significantly enhancing global food safety for consumers., (© 2024 Institute of Food Technologists®.)
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- 2024
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128. Public University Systems and the Benefits of Scale. Research & Occasional Paper Series: CSHE.2.2024
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University of California, Berkeley. Center for Studies in Higher Education (CSHE) and James R. Johnsen
- Abstract
Multi-campus public higher education governance systems exist in 44 of the 50 U.S. states. They include all the largest and most influential public colleges and universities in the United States, educating fully 75 percent of the nation's public sector students. Their impact is enormous. And yet, they are largely neglected and as a tool for improvement are underutilized. Meanwhile, many states continue to struggle achieving their goals for higher education attainment, social and economic mobility, workforce development, equitable access and affordability, technological innovation, and human and environmental health. The dearth of scholarly research on these systems and their more effective use is explored in a forthcoming volume edited by the author. This paper extracts from that volume a set of specific ways in which systems can leverage their unique ability to use scale in service to their mission.
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- 2024
129. MCAS, NAEP, and Educational Accountability. White Paper No. 266
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Pioneer Institute for Public Policy Research and Cara Candal
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In 1993, the Commonwealth of Massachusetts dramatically overhauled its K-12 education system and created a new school finance formula, building an educational accountability structure to ensure every child has access to a high-quality education. The Massachusetts Education Reform Act (MERA) established academic standards in core subjects, mandated assessments to measure student outcomes on those standards, and established a system for holding schools accountable when students failed to meet basic expectations. This system has helped Massachusetts' public schools become the highest performing in the country. Student outcomes in all tested subjects and across demographic groups have improved steadily over time, but disparities in achievement and attainment exist between the Commonwealth's most privileged students and their less privileged counterparts, many of whom are black or Hispanic. Without the MERA and its requirement to assess every student and publish aggregate academic outcomes, policymakers may not understand the extent of disparity or how to address it as student outcomes data are integral to understanding where Massachusetts' public schools have been, where they are going, and how they can get there. This paper illustrates the importance of the Massachusetts Education Reform Act and how it has positively impacted students over time. It explains why the current accountability system evolved as it did and why preserving the most important aspects of that system is critical if the state is going to fulfill its constitutional obligation to educate all children to a high common standard.
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- 2024
130. Pandemic Learning Loss by Student Baseline Achievement: Extent and Sources of Heterogeneity. Working Paper No. 292-0224
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National Center for Analysis of Longitudinal Data in Education Research (CALDER) at American Institutes for Research (AIR), Ian Callen, Dan Goldhaber, Thomas J. Kane, Anna McDonald, Andrew McEachin, and Emily Morton
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It is now well established that the COVID-19 pandemic had a devastating and unequal impact on student achievement. Test score declines were disproportionately large for historically marginalized students, exacerbating preexisting achievement gaps and threatening educational and economic inequality. In this paper, we use longitudinal student-level NWEA MAP Growth test data to estimate differences in test score declines for students at different points on the prepandemic test distribution. We also test the extent to which students' schools and districts accounted for these differences in declines. We find significant differences in learning loss by baseline achievement, with lower-achieving student's scores dropping 0.100 SD more in math and 0.113 SD more in reading than higher-achieving students' scores. We additionally show that the school a student attended accounts for about three-quarters of this widening gap in math achievement and about one-third in reading. The findings suggest school and district-level policies may have mattered more for learning loss than individual students' experiences within schools and districts. Such nuanced information regarding the variation in the pandemic's impacts on students is critical for policymakers and practitioners designing targeted academic interventions and for tracking disparities in academic recovery. [Additional funding for this report was provided by Kenneth C. Griffin.]
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- 2024
131. Sonographer Training Pathways -- A Discussion Paper on Curriculum Design and Implementation
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Christopher Edwards, Ricky Tunny, Heather Allen, Danielle Bowles, Angela Farley, Sandra O'Hara, Jane Wardle, and Tristan Reddan
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Sonography is a highly specialized diagnostic imaging profession facing significant workforce challenges due to increased service delivery demands and a shortage of clinical training opportunities. Developing sustainable solutions is crucial for workforce growth. Using examples from the Australian workforce and education context, this paper explores the current sonography training pathways available and the benefits and challenges of each, highlighting the importance of work-integrated learning (WIL) in facilitating the development of professional identity, clinical competence and the quality of sonographer education. Conclusions are drawn that WIL is integral to the future of the sonography profession to improve patient outcomes and address workforce shortages. However, effective implementation requires careful planning and consideration of many factors, including regulatory requirements, industry partnerships, student and supervisor/tutor support, and issues related to equitable access and participation in WIL. Key recommendations are provided to encourage ethical student learning, university-industry collaboration, effective resource allocation, and WIL-specific research.
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- 2024
132. Mapping the Student Journey: The Many Faces of Completion and Non-Completion in VET. Technical Paper
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National Centre for Vocational Education Research (NCVER) (Australia) and Michelle Hall
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This document provides technical detail and supporting data for the research findings discussed in 'The student journey in VET: the many faces of completion and non-completion'. The analysis in this technical paper explores: (1) an approach to identifying VET subject enrolment activity that serves a compliance or regulatory purpose; (2) variability in completion rates across VET qualifications, and associated differences in patterns of subject enrolments and outcomes; (3) different indicators of student outcomes in VET, including program completion, subject completion, and movement to subsequent VET; (4) student training pathways exploring the extent to which students undertook programs, stand-alone subjects, or a combination of the two, and how this training choice evolved over time; and (5) student training pathways exploring the extent to which students went on to enrol in a program at a higher, lower, or the same level of educations, and how these pathways compared for students who did and did not complete their initial program.
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- 2024
133. 'Waiving' Goodbye to Placement Testing: Broadening the Benefits of Dual Enrollment through Statewide Policy. CCRC Working Paper No. 135
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Columbia University, Community College Research Center (CCRC), Daniel Sparks, Sarah Griffin, and John Fink
- Abstract
Each year, more than a million high school students nationally take college dual enrollment courses, which have been shown to increase college access and success among participants. Yet racial/ethnic and other equity gaps in dual enrollment participation are widespread. To broaden the benefits of dual enrollment, the state of Ohio passed legislation in 2017 establishing the Innovative Programs (IP) policy, allowing waivers to test-based eligibility requirements--a frequently identified barrier to equitable access--for specific high school-college partnerships providing expanded outreach and support for students underrepresented in the state's dual enrollment program. This paper describes a multiple methods study of IP we conducted to examine how these partnerships were implemented to address the needs of underrepresented students and to evaluate whether the partnerships were successful in broadening access to and success in dual enrollment, as measured by course participation, pass rates, and college matriculation after high school. We find that the IP increased participation in dual enrollment among Black and Hispanic students. And while the implementation of the policy broadened access without changing course outcomes, the impacts on college enrollment after high school were mixed. Our results underscore the importance of pairing increased access to dual enrollment with adequate financial, advising, and academic resources to promote student success in and beyond dual enrollment courses.
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- 2024
134. Facile and cost-effective optical sensing of abamectin and ivermectin using gold nanoparticles conjugated with organosilicon compound and on cellulose filter paper
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Mohamed, Yasser M. A., Saead, Samar, and Attia, Yasser A.
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- 2024
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135. Regioselective surface esterification of softwood mechanical pulp fines as hydrophilic paper strength additives
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Wu, Jie, Ting, Nicole Hiu Lyun, Chen, Siwei, Zou, Tao, Hua, Qi, Yuan, Yufeng, Karaaslan, Muzaffer A., and Renneckar, Scott
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- 2024
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136. How to fight fake papers: a review on important information sources and steps towards solution of the problem
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Wittau, Jonathan and Seifert, Roland
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- 2024
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137. Preparation and characterization of hydrothermally processed carbonaceous hydrochar from pulp and paper sludge waste
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Phuthongkhao, Piyanut, Phasin, Kitanchalee, Boonma, Purita, Khunphonoi, Rattabal, Kanchanatip, Ekkachai, Suwannaruang, Totsaporn, Shivaraju, Harikaranahalli Puttaiah, and Wantala, Kitirote
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- 2024
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138. Paper bottles: potential to replace conventional packaging for liquid products
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Ahuja, Arihant, Samyn, Pieter, and Rastogi, Vibhore Kumar
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- 2024
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139. Preparation of nitrogen-enriched Fe-doped porous biochar using the catalytic pyrolysis of paper mill sludge
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Wang, Qiong, Xiong, Jingjing, Song, Qianshi, Shaheen, Sabry M., Salem, Haythum M. S., Mohamed, Ibrahim, Majrashi, Ali, Wang, Shengsen, Rinklebe, Jörg, Yao, Zhitong, and Qi, Wei
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- 2024
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140. Local water management in cotton linter papers with silica-based coatings
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Mikolei, Joanna J., Biesalski, Markus, Ceolin, Marcelo, and Andrieu-Brunsen, Annette
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- 2024
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141. Metadata analysis of retracted fake papers in Naunyn-Schmiedeberg’s Archives of Pharmacology
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Wittau, Jonathan and Seifert, Roland
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- 2024
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142. A Paper-Based Multiplexed Serological Test to Monitor Immunity against SARS-COV-2 Using Machine Learning.
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Eryilmaz, Merve, Goncharov, Artem, Han, Gyeo-Re, Joung, Hyou-Arm, Ballard, Zachary, Ghosh, Rajesh, Zhang, Yijie, Di Carlo, Dino, and Ozcan, Aydogan
- Subjects
COVID-19 ,machine learning ,paper-based assays ,serology ,vertical flow assays ,Humans ,COVID-19 ,SARS-CoV-2 ,Machine Learning ,Antibodies ,Viral ,Immunoglobulin G ,Immunoglobulin M ,Paper ,COVID-19 Serological Testing ,Serologic Tests - Abstract
The rapid spread of SARS-CoV-2 caused the COVID-19 pandemic and accelerated vaccine development to prevent the spread of the virus and control the disease. Given the sustained high infectivity and evolution of SARS-CoV-2, there is an ongoing interest in developing COVID-19 serology tests to monitor population-level immunity. To address this critical need, we designed a paper-based multiplexed vertical flow assay (xVFA) using five structural proteins of SARS-CoV-2, detecting IgG and IgM antibodies to monitor changes in COVID-19 immunity levels. Our platform not only tracked longitudinal immunity levels but also categorized COVID-19 immunity into three groups: protected, unprotected, and infected, based on the levels of IgG and IgM antibodies. We operated two xVFAs in parallel to detect IgG and IgM antibodies using a total of 40 μL of human serum sample in
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- 2024
143. AI and the Future of Work in Africa White Paper
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O'Neill, Jacki, Marivate, Vukosi, Glover, Barbara, Karanu, Winnie, Tadesse, Girmaw Abebe, Gyekye, Akua, Makena, Anne, Rosslyn-Smith, Wesley, Grollnek, Matthew, Wayua, Charity, Baguma, Rehema, Maduke, Angel, Spencer, Sarah, Kandie, Daniel, Maari, Dennis Ndege, Mutangana, Natasha, Axmed, Maxamed, Kamau, Nyambura, Adamu, Muhammad, Swaniker, Frank, Gatuguti, Brian, Donner, Jonathan, Graham, Mark, Mumo, Janet, Mbindyo, Caroline, N'Guessan, Charlette, Githinji, Irene, Makhafola, Lesego, Kruger, Sean, Etyang, Olivia, Onando, Mulang, Sevilla, Joe, Sambuli, Nanjira, Mbaya, Martin, Breloff, Paul, Anapey, Gideon M., Mogaleemang, Tebogo L., Nghonyama, Tiyani, Wanyoike, Muthoni, Mbuli, Bhekani, Nderu, Lawrence, Nyabero, Wambui, Alam, Uzma, Olaleye, Kayode, Njenga, Caroline, Sellen, Abigail, Kairo, David, Chabikwa, Rutendo, Abdulhamid, Najeeb G., Kubasu, Ketry, Okolo, Chinasa T., Akpo, Eugenia, Budu, Joel, Karambal, Issa, Berkoh, Joseph, Wasswa, William, Njagwi, Muchai, Burnet, Rob, Ochanda, Loise, de Bod, Hanlie, Ankrah, Elizabeth, Kinyunyu, Selemani, Kariuki, Mutembei, Kiyimba, Kizito, Eleshin, Farida, Madeje, Lillian Secelela, Muraga, Catherine, Nganga, Ida, Gichoya, Judy, Maina, Tabbz, Maina, Samuel, Mercy, Muchai, Ochieng, Millicent, and Nyairo, Stephanie
- Subjects
Computer Science - Human-Computer Interaction ,Computer Science - Artificial Intelligence - Abstract
This white paper is the output of a multidisciplinary workshop in Nairobi (Nov 2023). Led by a cross-organisational team including Microsoft Research, NEPAD, Lelapa AI, and University of Oxford. The workshop brought together diverse thought-leaders from various sectors and backgrounds to discuss the implications of Generative AI for the future of work in Africa. Discussions centred around four key themes: Macroeconomic Impacts; Jobs, Skills and Labour Markets; Workers' Perspectives and Africa-Centris AI Platforms. The white paper provides an overview of the current state and trends of generative AI and its applications in different domains, as well as the challenges and risks associated with its adoption and regulation. It represents a diverse set of perspectives to create a set of insights and recommendations which aim to encourage debate and collaborative action towards creating a dignified future of work for everyone across Africa.
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- 2024
144. AI Horizon Scanning -- White Paper p3395, IEEE-SA. Part III: Technology Watch: a selection of key developments, emerging technologies, and industry trends in Artificial Intelligence
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Tambouratzis, George, Cortês, Marina, and Liddle, Andrew R.
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Computer Science - Computers and Society - Abstract
Generative Artificial Intelligence (AI) technologies are in a phase of unprecedented rapid development following the landmark release of Chat-GPT, which brought the phenomenon to wide public attention. As the deployment of AI products rises geometrically, considerable attention is being given to the threats and opportunities that AI technologies offer, and to the need for regulatory and standards initiatives to ensure that use of the technology aligns with societal needs and generates broad benefits while mitigating risks and threats. This manuscript is the third of a series of White Papers informing the development of IEEE-SA's p3995 {\it `Standard for the Implementation of Safeguards, Controls, and Preventive Techniques for Artificial Intelligence Models'} \cite{P3395}, Chair Marina Cort\^{e}s. This part focuses on assessing calmly and objectively, as far as is possible, the current state of Artificial Intelligence (AI) technology development and identifying predominant trends, prospects, and ensuing risks. It necessarily forms a snapshot of the current instant of a rapidly-evolving landscape, with new products and innovations emerging continuously. While our main focus is on software and hardware developments and their corporate context, we also briefly review progress on robotics within the AI context and describe some implications of the substantial and growing AI energy demand., Comment: This is an interim version of our p3395 WG White Paper, Part III. We will update this version, until publication by IEEE-SA, Sponsor Committee - Artificial Intelligence Standards Committee (C/AISC); https://standards.ieee.org/ieee/3395/11378/ This White Paper is companion to Part I available at arXiv:2410.01808
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- 2024
145. Usefulness of LLMs as an Author Checklist Assistant for Scientific Papers: NeurIPS'24 Experiment
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Goldberg, Alexander, Ullah, Ihsan, Khuong, Thanh Gia Hieu, Rachmat, Benedictus Kent, Xu, Zhen, Guyon, Isabelle, and Shah, Nihar B.
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Computer Science - Computation and Language ,Computer Science - Digital Libraries ,Computer Science - Human-Computer Interaction - Abstract
Large language models (LLMs) represent a promising, but controversial, tool in aiding scientific peer review. This study evaluates the usefulness of LLMs in a conference setting as a tool for vetting paper submissions against submission standards. We conduct an experiment at the 2024 Neural Information Processing Systems (NeurIPS) conference, where 234 papers were voluntarily submitted to an "LLM-based Checklist Assistant." This assistant validates whether papers adhere to the author checklist used by NeurIPS, which includes questions to ensure compliance with research and manuscript preparation standards. Evaluation of the assistant by NeurIPS paper authors suggests that the LLM-based assistant was generally helpful in verifying checklist completion. In post-usage surveys, over 70% of authors found the assistant useful, and 70% indicate that they would revise their papers or checklist responses based on its feedback. While causal attribution to the assistant is not definitive, qualitative evidence suggests that the LLM contributed to improving some submissions. Survey responses and analysis of re-submissions indicate that authors made substantive revisions to their submissions in response to specific feedback from the LLM. The experiment also highlights common issues with LLMs: inaccuracy (20/52) and excessive strictness (14/52) were the most frequent issues flagged by authors. We also conduct experiments to understand potential gaming of the system, which reveal that the assistant could be manipulated to enhance scores through fabricated justifications, highlighting potential vulnerabilities of automated review tools.
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- 2024
146. Cayley Hamilton algebras and a paper by Skip Garibaldi
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Procesi, Claudio
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Mathematics - Rings and Algebras ,Mathematics - Representation Theory - Abstract
In this paper we discuss the minimal Cayley Hamilton norm for a finite dimensional algebra over a field $F$ based on a paper by Skip Garibaldi
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- 2024
147. SciPIP: An LLM-based Scientific Paper Idea Proposer
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Wang, Wenxiao, Gu, Lihui, Zhang, Liye, Luo, Yunxiang, Dai, Yi, Shen, Chen, Xie, Liang, Lin, Binbin, He, Xiaofei, and Ye, Jieping
- Subjects
Computer Science - Computation and Language ,Computer Science - Artificial Intelligence ,Computer Science - Information Retrieval ,Computer Science - Machine Learning - Abstract
The exponential growth of knowledge and the increasing complexity of interdisciplinary research pose significant challenges for researchers, including information overload and difficulties in exploring novel ideas. The advancements in large language models (LLMs), such as GPT-4, have shown great potential in enhancing idea proposals, but how to effectively utilize large models for reasonable idea proposal has not been thoroughly explored. This paper proposes a scientific paper idea proposer (SciPIP). Based on a user-provided research background, SciPIP retrieves helpful papers from a literature database while leveraging the capabilities of LLMs to generate more novel and feasible ideas. To this end, 1) we construct a literature retrieval database, extracting lots of papers' multi-dimension information for fast access. Then, a literature retrieval method based on semantics, entity, and citation co-occurrences is proposed to search relevant literature from multiple aspects based on the user-provided background. 2) After literature retrieval, we introduce dual-path idea proposal strategies, where one path infers solutions from the retrieved literature and the other path generates original ideas through model brainstorming. We then combine the two to achieve a good balance between feasibility and originality. Through extensive experiments on the natural language processing (NLP) field, we demonstrate that SciPIP can retrieve citations similar to those of existing top conference papers and generate many ideas consistent with them. Additionally, we evaluate the originality of other ideas generated by SciPIP using large language models, further validating the effectiveness of our proposed method. The code and the database are released at https://github.com/cheerss/SciPIP., Comment: 25 pages, 5 figures, 19 tables
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- 2024
148. Taxonomy-guided Semantic Indexing for Academic Paper Search
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Kang, SeongKu, Zhang, Yunyi, Jiang, Pengcheng, Lee, Dongha, Han, Jiawei, and Yu, Hwanjo
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Computer Science - Information Retrieval ,Computer Science - Artificial Intelligence - Abstract
Academic paper search is an essential task for efficient literature discovery and scientific advancement. While dense retrieval has advanced various ad-hoc searches, it often struggles to match the underlying academic concepts between queries and documents, which is critical for paper search. To enable effective academic concept matching for paper search, we propose Taxonomy-guided Semantic Indexing (TaxoIndex) framework. TaxoIndex extracts key concepts from papers and organizes them as a semantic index guided by an academic taxonomy, and then leverages this index as foundational knowledge to identify academic concepts and link queries and documents. As a plug-and-play framework, TaxoIndex can be flexibly employed to enhance existing dense retrievers. Extensive experiments show that TaxoIndex brings significant improvements, even with highly limited training data, and greatly enhances interpretability., Comment: EMNLP'24
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- 2024
149. PaperWave: Listening to Research Papers as Conversational Podcasts Scripted by LLM
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Yahagi, Yuchi, Chujo, Rintaro, Harada, Yuga, Han, Changyo, Sugiyama, Kohei, and Naemura, Takeshi
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Computer Science - Human-Computer Interaction - Abstract
Listening to audio content, such as podcasts and audiobooks, is one of the ways people engage with knowledge. Listening affords people more mobility than reading by seeing, thus broadening learning opportunities. This study explores the potential applications of large language models (LLMs) to adapt text documents into audio content, addressing the lack of listening-friendly materials for niche content like research papers. LLMs can generate scripts of audio content in various styles tailored to specific needs, such as the duration of the content and whether it is a monologue or dialogue. To explore this potential, we developed PaperWave, a prototype that transforms academic paper PDFs into conversational podcasts. Our two-month investigation involving 11 participants (including the authors) employed autobiographical design, a field study, and a design workshop. The findings highlight the importance of considering listeners' interaction with their environment when designing document-to-audio systems.
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- 2024
150. PubMed knowledge graph 2.0: Connecting papers, patents, and clinical trials in biomedical science
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Xu, Jian, Yu, Chao, Xu, Jiawei, Ding, Ying, Torvik, Vetle I., Kang, Jaewoo, Sung, Mujeen, and Song, Min
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Computer Science - Digital Libraries - Abstract
Papers, patents, and clinical trials are indispensable types of scientific literature in biomedicine, crucial for knowledge sharing and dissemination. However, these documents are often stored in disparate databases with varying management standards and data formats, making it challenging to form systematic, fine-grained connections among them. To address this issue, we introduce PKG2.0, a comprehensive knowledge graph dataset encompassing over 36 million papers, 1.3 million patents, and 0.48 million clinical trials in the biomedical field. PKG2.0 integrates these previously dispersed resources through various links, including biomedical entities, author networks, citation relationships, and research projects. Fine-grained biomedical entity extraction, high-performance author name disambiguation, and multi-source citation integration have played a crucial role in the construction of the PKG dataset. Additionally, project data from the NIH Exporter enriches the dataset with metadata of NIH-funded projects and their scholarly outputs. Data validation demonstrates that PKG2.0 excels in key tasks such as author disambiguation and biomedical entity recognition. This dataset provides valuable resources for biomedical researchers, bibliometric scholars, and those engaged in literature mining., Comment: 31 pages, 6 figures, 22 tables
- Published
- 2024
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