cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rd7yyb4f6z.1
title: Mathematical and statistical methods for assessing the stabilizing role of stablecoins in cryptomarkets

description: The "code.zip" folder contains the different programming codes in Matlab and R, as well as the sample data necessary to carry out the dynamic portfolio optimization problems related to the inclusion of stablecoins in traditional cryptocurrency base portfolios. Specifically, these codes and raw data help to explore the diversification capabilities of stablecoins on cryptocurrency portfolios during the COVID-19 pandemic. We consider a risk-averse investor with a defensive profile whose preferences are modeled by a CARA-type utility function. Making use of the Taylor expansion, we obtain a functional form of the investor's certain equivalent which is a function of the first four conditional moments of the portfolio returns. These in turn are obtained from the conditional co-moment tensors of the assets in the portfolio, which are estimated using the GO-GARCH model. We also form minimum variance portfolios as a benchmark. The risk of base portfolios composed solely of traditional cryptocurrencies is compared to the risk of portfolios that include a stablecoin by means of modified VaR, an extension of Gaussian parametric VaR that includes conditional skewness and kurtosis terms of the portfolio returns. The results of the risk estimates are contrasted by means of different backtesting tests commonly used in the literature. The obtained results show that dollar-backed stablecoins have a strong ability to reduce the tail risk of cryptocurrency portfolios, especially by reducing their volatility, which is supported by very low conditional correlations between stablecoins and traditional cryptocurrencies. Moreover, the considered stablecoins induce a systematic reduction of portfolio kurtosis. Finally, our findings show that not considering higher order moments in cryptocurrency portfolios can lead to an underestimation of risk.
DOI: 10.17632/yhx2nycjy5.1
title: WM domain & math abilities

description: These data belong to the paper submited and entitled "The distinct contribution of verbal and visuospatial working memory abilities to arithmetic development". 
Many studies have shown that both verbal and visuospatial working memory (WM) abilities predicted arithmetic abilities but we do not know if they represent a modality-specific contribution or reflect the involvement of an often shared WM aspect: the serial order WM. We administered verbal and visuospatial WM tasks with variable serial order processing requirements and a mental calculation task in children. We observed that verbal serial order WM abilities predicted early mathematical abilities independently of verbal item WM and visuospatial WM abilities. For visuospatial WM abilities, a more general link with overall arithmetic abilities was observed in 8-year-old children, with the serial order task predicting additions, and the simultaneous task predicting subtractions. In 9 year-old children, no link with mathematical abilities was observed anymore for any WM measure. These data confirm a specific and complementary role of verbal and visuospatial serial order WM abilities in mathematical development.
DOI: 10.17632/nwgr32rh86.1
title: Imatinib biotransformation

description: Imatinib is a selective tyrosine kinase inhibitor used to treat chronic myeloid leukemia. It enters the environment by excretion from the body through urine and feces and is transferred with wastewater to a wastewater treatment plant. There, it can be degraded by activated sludge, forming a number of biotransformation products. Presence of imatinib and its potential transformation products in the environment can impose a high risk to aquatic organisms and human health, therefore it is important to obtain knowledge of its environmental fate. The data presented here is a result of a simulated biodegradation of imatinib at two levels of activated sludge using batch biotransformation setup, with and without carbon source. The data was acquired with UPLC-HRMS/MS and processed by MzMine2.36 (Tkalec et al., 2021). The dataset presents a table of [M+H]+ features with retention times and corresponding MS/MS data. With development of new data mining tools this data can be used to identify new transformation products of imatinib and with it fully understand its environmental fate and the risk associated with its presence in the environment.
DOI: 10.17632/jbtfxn997r.1
title: Comparison and Distinctiveness

description: In two experiments, we investigated the role of dimensional distinctiveness on the generalization of novel names for unfamiliar objects. In a comparison versus no-comparison design, we also manipulated within- and between-category comparisons with 4 and 6-year-olds. In the high-distinctiveness case, both age groups benefited from within comparisons in contrast to no comparison conditions. In the low-distinctiveness case, however, only older children benefited from comparison. Experiment 2 decomposed sources of distinctiveness along the two dimensions in order to determine which dimension must be distinctive in comparison format for better generalization. We interpret these findings in terms of within and between category similarities and differential costs of comparison for varying levels of distinctiveness. 

In Experiment 1, we used a forced-choice categorization task in which children had to decide which of two simultaneously presented objects would have the same name as the standard(s). Each child performed two practice trials followed by five experimental trials presented in random order. The design was a 4x2x2 with Comparison (within-and between-category comparison, 2-1, vs. within category-comparison, 2-0; vs. between-category comparison 1-1, vs. no comparison, 1-0), Age (4- or 5-year-old), and Distinctiveness (low distinctiveness vs. high distinctiveness) as between-subjects factors. The eight experimental conditions defining the materials were named according to the following logic combining condition of distinctiveness (High or Low), and condition of comparison (1-0; 1-1; 2-0; 2-1). For example, High-1-0 means high distinctive stimuli, one standard (no within-category comparison) and no contrast (no between-category comparison), or Low-2-1 means low distinctive stimuli, two standards (within-category comparison), and one contrast (see Table 1).

We also used a forced-choice categorization task in Experiment 2. Each child performed two practice trials followed by five experimental trials presented in random order. The design was a 4x2 with Distinctiveness (High-Shape/High-Texture, HS/HT, High-Shape/Low-Texture, HS/LT, Low-Shape/High-Texture, LS/HT, Low-Shape/Low-Texture, LS/LT) and Age (4- or 5-year-old) as between-subjects factor. The four experimental conditions defining the materials were named according to each dimension’s distinctiveness: 
-	In the High-Shape/High-Texture condition both shape and texture were distinctive 
-	In the High-Shape/Low-Texture condition, the shape was distinctive but not the texture 
-	In the Low-Shape/High-Texture condition, the texture was distinctive but not the shape
-	In the Low-Shape/Low-Texture condition, both shape and texture were not distinctive

In the Data files, 1 corresponds to a response based on texture, and 0 corresponds to a response based on shape.
DOI: 10.17632/jb2y85chxs.1
title: Granzymes

description: Abstract
Background/Objective. 
Granzymes (gzms) play an important role in the regulation of inflammation. Objective: to assess the development of osteoarthritis (OA) in granzyme A and B and perforin (perf) knock out mice.
Methods. 
Male and female C57BL/6 (8-9 weeks old) mice (n=75) were alloted to: gzmA-deficient (gzmA-/-), gzmB-deficient (gzmB-/-), perforin-deficient (perf-/-), and Control group. OA was induced in the right knee by instability of the meniscus medial ligament. Sham surgery was practiced in the left knee. Knee samples obtained 8 weeks after surgery were stained (Safranin-O) and blindly scored in lateral and medial femur and tibia using Osteoarthritis Research Society International scale (OARSI) (from Grade 0 (cartilage intact) to 6 (deformation)); five stages from 0 (no OA) to 4 (>50% surface involvement); OARSI score (grade x stage); and a semi-quantitative scale from Grade 0 (normal) to 6 (cartilage erosion >80%). 
Results. 
We observed significant higher values in all scales in the right knees compared with the left knees in male and female mice. Males of all strains presented in the right knee higher values than females. Perf -/- females presented higher non-significant values than the other groups. GzmA -/- females presented less degenerative changes than the other groups.
Conclusion. 
Sex played an important role in development of experimental OA in mice. Deficiency of gzmA protected from the development of OA through instabilization of medial meniscus in female mice. 
"The Translational Potential of this Article". Targeting gzmA in osteoarthritis should be a potential therapeutic strategy to aminorate development of the cartilage damage.
Key words: Granzyme. Osteoarthritis. Perforin
DOI: 10.17632/rvxrpbxsmz.1
title: Oxygen-sensitive methylation of ULK1 is required for hypoxia-induced autophagy

description: Proteomic data for ULK1 modification and ULK1-associated proteins
DOI: 10.17632/6dkk5jvnch.2
title: Big Dataset of Optical-Wireless Cyber-Physical Systems for Optimizing Manufacturing Services in the  Internet of Things-enabled Industry 5.0

description: •	The data presented in the article provides a fundamental building block of the next-generation Internet of things-enabled optical-wireless communication architectures for big data gathering in the electronics manufacturing Industry 5.0.
•	The published data will guide scientists for low-cost and energy efficient integration of different types of cyber-physical systems with varying data capacity requirements, and operate them optimally within realistic network scenarios in the electronics manufacturing Industry 5.0.
•	The data presented in the article will serve as a guide for readers for closely monitoring the assembly and manufacturing processes in real-time to minimize the faulty products and to boost the production process with lesser human interventions in the electronics manufacturing Industry 5.0.
•	The published data can be used as a benchmark problem by researchers interested in artificial intelligence-based network analysis of different types of manufacturing systems in the manufacturing Industry 5.0.
DOI: 10.17632/cksnz97mcm.1
title: ML Journal data

description: Nigeria, like many nations in the world, is embattled by a housing shortage. It has a housing deficit running to 20 million. There has been a proposition that Off-Site Construction (OSC), because of its speed of erection, can help in combating the housing shortage. however, for it to be adopted in society, some factors have to be considered. what then are these factors and which of them are most critical to successfully adopting OSC within the Nigerian context?
This work is researched by utilizing prediction capabilities for OSC adoption in Nigeria. Data was collected through questionnaires from industry players within the Nigerian construction industry (Boothman et al., 2014.; Brannen & Moss, 2012). First, literature relating to OSC and its adoption was sourced through scholarly search engines like Google Scholar and Scopus (Almalki, 2016; O'Neill & Organ, 2016). The literature survey used key search words and phrases such as adoption, Design for Manufacture and Assembly, Offsite Construction and Prefab Constructions, and key authors' names. Specifically, research published on the subject between 2000 to 2021 were considered. A review of these papers informed the potential critical factors responsible for low DfMA adoption in Nigeria.

The questionnaire was developed in Microsoft form. Using a purposeful sampling technique (Palinkas et al., 2015), the form link was administered to relevant key players in the Nigerian construction industry through e-mails and social media platforms for responses. The targeted responders were architects, civil/structural engineers, electrical engineers, mechanical engineers, building engineers, town/urban planners, quantity surveyors, contractors, academics, real estate investors, and developers. They were considered because they are thought to be actively involved in everyday construction processes in the country and involved in making and taking decisions bordering around the choice of building materials to be used on projects. 
The research outcome identifies seven (7) best performing algorithms: Decision Tree, Random Forest, K-Nearest Neighbour, Extra-Trees, AdaBoost, Support Vector Machine, and Artificial Neural Network. It also reported finance, awareness, use of Building Information Modeling (BIM), attitude and belief in OSC as the main influencing factors. Availability of expertise knowledge, favourable exchange rate and skilled personnel as other underlining influencing factors. It was concluded that with detailed attention paid to the identified factors, OSC usage could find its footing in Nigeria and, consequently, Africa. The models can also serve as a template for other regions where OSC adoption is being considered.
DOI: 10.17632/d94646df6p.1
title: Data for effects of low fishmeal diets on growth performance, blood chemical composition, parasite resistance, and gene expression in the tiger pufferfish, Takifugu rubripes

description: The rising price of fishmeal and the need for sustainable use of fishery resources are encouraging efforts by the aquaculture industry to identify alternative protein sources. This is particularly the case for the tiger pufferfish, Takifugu rubripes, which is fed a high level of fishmeal as the protein source. In this study, we compared four possible replacement diets: in three diets, 37.5% of the fishmeal (30% of the total mass) was replaced by plant (PP), bacterial (BAC), or yeast (LY)-derived ingredients; in the fourth, 62.5% (50% of the total mass) was replaced by yeast (HY). Growth performance, blood chemistry, transcriptomic responses in the liver, and resistance to the parasite Heterobothrium okamotoi were compared in 360 cultured one-year-old tiger pufferfish. The raw data are shown in "Raw data Table 1-7.xlsx"
DOI: 10.17632/grnysjzscw.1
title: Utility of the repetitive nerve stimulation test and needle electromyography in the trapezius muscle for the early diagnosis of amyotrophic lateral sclerosis

description: Data of the repetitive nerve stimulation test and needle electromyography in the trapezius muscle of patients with amyotrophic lateral sclerosis.
DOI: 10.17632/szh7w479gt.1
title: TMC dataset

description: To examine the neuronal protein profiles of C. elegans at different ages, we took advantage of the recently developed TurboID proximity labeling system. TurboID is an engineered biotin ligase that can label proximal proteins with biotin on nucleophilic residues such as lysine. In previous studies, proximity labeling is commonly used to identify protein-protein interactions by attaching TurboID to a protein of interest. To examine the proteomic profile of neurons in vivo, we generated a transgene that expresses free TurboID in the C. elegans nervous system. Presumably, free TurboID can evenly distribute in neurons and randomly label all proteins with biotin. Neuronal proteins can then be enriched with streptavidin beads. To test this hypothesis, we first examined the distribution of free TurboID in neurons and confirmed that TurboID was evenly distributed in all regions including the soma, axons and dendrites. We decided to collect animals during days 1, 3, 6, 9 and 12 of adulthood. After streptavidin bead enrichment, we found that the labeling efficiency was similar at different ages, and all samples were then subjected to quantitative proteomics
DOI: 10.17632/ms76jkmtmz.1
title: Bottero-etal_JFE_2021_replication_codes

description: This file contains the do files for the replications of all charts and tables in Bottero et al. 2021 "Expansionary yet different: Credit supply and real effects of negative interest rate policy”, published in the Journal of Financial Economics. Please see the READMI.doc for detailed instructions
DOI: 10.17632/jsh5zbx62x.1
title: QUESTIONARE, DATA, SERTIFICATE PROOFREADER, & PERMISSION LETTER DATA OF THE LEARNING ACHIEVEMENT

description: Questionnaire instrument from survey research in universities to collect data on “Learning Achievement, Ability and Effort, Intellectual Skills, High School Grades, College Grades, Emotional Skills, and Learning Environment”. Excel data from respondents on “Learning achievement, ability and effort, intellectual prowess, high school grades, college grades, emotional skills, and learning environment”. Certificate from a licensed Proofreader for the article “Data of The Learning Achievement in The Introductory Accounting Course: Ability and Effort, Intellectual Skills, High School Grades, College Grades, Emotional Skills, and Learning Environment. The Permission Letter as evidence stating that this research was carried out in public and private universities in Indonesia.
DOI: 10.17632/h8znpbhkdb.1
title: Distances between nodes of anonymized network from Islamabad

description: This file contains supplemental information for upcoming publication regarding P2P transactions in low voltage networks incorporating distributed generation and EVs. The file "distances.csv" shows the rounded, anonymized distances between nodes in the form of an adjacency matrix.
DOI: 10.17632/vsg79xx3k8.1
title: Data for "The use of principal component analysis to measure fundamental cognitive processes in neuropsychological data"

description: Simulation scripts for "The use of principal component analysis to measure fundamental cognitive processes in neuropsychological data".
All scripts were written in Matlab 2021a. See the Readme and comments in the scripts for further information.
The archive can be unzipped for example with 7zip freeware.
DOI: 10.17632/8hgvhxy7cv.1
title: THP-1 cells as a suitable screening tool for NLRP3 inflammasome activation applied to micro- and nanoplastics (raw data)

description: Raw data of the manuscript "THP-1 cells as a suitable screening tool for NLRP3 inflammasome activation applied to micro- and nanoplastics"
DOI: 10.17632/j4p4k4djn2.2
title: The Use of Journal Writing in Teaching English Writing

description: Abstract
This article tries to give an alternative way to improve students’ writing skills. Writing is still considered as the most difficult skill to be acquired since writing involves many aspects such as organization, content, mechanic, vocabulary, grammar etc. Writing is not only about product  but also about process. It is called journal writing. Journal writing provides students an opportunity to improve writing. There are some kinds of journal writing which can be applied in teaching and learning writing such as personal journal, reading logs, learning logs, etc.
Keywords: journal, writing, learning, improve, skills Abstrak
Artikel ini mencoba memberikan cara lain atau alternative yang mungkin dilakukan untuk meningkatkan kemampuan menulis siswa. Menulis masih dipandang sebagai salah satu dari empat kemampuan dalam pembelajaran bahsa Inggris yang sulit untuk dikuasai karena menulis itu sendiri adalah melibatkan beberapa aspek seperti susunan idea tau pemikiran, isi atau materi yang akan ditulis, kosakata, tata bahasa dan sebagainya. Teknik atau cara yang mungkin dapat digunakan untuk meningkatkan keterampilan menulis adalah journal writing. Ada beberapa jenis journal writing yang bias diaplikasikan oleh guru dan siswa dalam pembelajaran menulis seperti personal journal, reading logs, learning log dan sebagainya.
Kata kunci: jurnal, menulis, improve, learning, improve, keterampilan
DOI: 10.17632/8r9xgwvx3b.1
title: Supplemental Table: Medicaid coverage per state for biologic medications and Apremilast in the systemic treatment of psoriasis

description: Supplemental Table
DOI: 10.17632/77s5dw57dx.2
title: Data for: Description of Guam’s Extreme Rainfall Events Using Scaling Invariant Properties for Climate Change Assessment

description: Severe coastal erosion and flooding caused by extreme weather events threaten coral reefs and shallow coastal ecosystems. Because more intense and frequent extreme storms and subsequent floods are expected with climate change conditions, various hazard mitigation programs necessitate the understanding of current extreme rainfall characteristics over a given region. In this study, the scaling-GEV method is suggested to describe the regional patterns of extreme rainfalls, as well as to estimate sub-daily and sub-hourly AMPs using only measured daily AMPs. AMPs at these stations exhibit simple scaling behavior within two different time frames: (1) from 15 minutes to 45 minutes; and (2) from 45 minutes to 24 hours. The comparison study has indicated that the temporal downscaling model based on S3NCM is able to estimate accurately the observed quantiles using only daily AMPs. A new regional extreme rainfall analysis approach based on the scaling exponents is introduced in this study. Result shows distinct extreme rainfall patterns over Guam. Moreover, the numerical and graphical analyses identify that the typhoon brings on average about 3% of increase in daily AMPs on Guam.
DOI: 10.17632/7xmmtyry55.1
title: DATA FOR: Reassessing the Classical Investment Function. A panel data analysis from NAFTA-USMCA

description: This study applies the second generation of panel cointegration techniques in conjunction with those estimators that control cross-sectional dependence to test the plausibility of the classical approach to capital accumulation in Canada, Mexico, and the United States from 1960 to 2019 empirically. The findings suggest that private investment is positively related to the profit rate, unit labour costs, and growth in demand both in the short and long-run, while the causality analysis indicates potential feedback loops between the variables.
DOI: 10.17632/4zb54wsfxz.2
title: A study of MapToCleave: high-throughput profiling of microRNA biogenesis in living cells. Kang et al. : MapToCleave library

description: MapToCleave_library.fasta, Related to STAR methods.
MapToCleave library in fasta format. The ID field provides information on the hairpin name, miRBase identify (if available), whether the hairpin is included in the MapToCleave library and if the hairpin is mirtron. The information is separated by a colon. For example, the id “>hsa-mir-19b-2:MI0000075:in:none” means that the hairpin name is hsa-mir-19b-2, with miRBase ID MI0000075, in the MapToCleave library and the hairpin is not mirtron. The mirtron annotation is from Eric C. Lai lab (Chung et al., 2011; Wen et al., 2015).