cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28438604.v1
title: raisd-ai_evaluation_dataset_high_intensity_recombination_hotspot_merge_1K

description: Dataset of high intensity recombination hotspot (500 simulations) merged with a mild bottleneck (500 simulations) used for the evaluation of RAiSD-AI software.The commands to generate recombination hotspot MS files are:train/neutral.ms: ./msHOT/msHOT 128 500 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 2024911 5763 23421train/selsweep.ms: command: ./../mbs/mbs 128 -t 0.02 -r 0.02 -s 100000 1000 -f 1 500 ./../mbsFiles/traj -h ./../mbsFiles/rechot_47500_52500_20.txttest/neutral.ms: ./msHOT/msHOT 128 500 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 1 -v 1 950 1050 2047112 3587 13815test/selsweep.ms: command: ./mbs/mbs 128 -t 0.02 -r 0.02 -s 100000 50000 -f 1 500 ./mbsFiles/traj -h ./mbsFiles/rechot_47500_52500_20.txtThe commands to generate mild bottleneck MS files are:train/neutral.ms: ./msdir/ms 128 500 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 17316 60926 22395train/selsweep.ms: ./msseldir/mssel 128 500 0 128 ./trajectory_files/trajectory1.txt 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 17316 60926 22395test/neutral.ms: ./msdir/ms 128 500 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 13380 19597 12002test/selsweep.ms: ./msseldir/mssel 128 500 0 128 ./trajectory_files/trajectory1.txt 1000 -t 2000 -r 2000 2000 -eN .10000000000000000000 0.5 -eN .10040000000000000000 13380 19597 12002<br>
DOI: 10.17632/jn5zhymtgk
title: Data for: Source of the Zhawulong granitic pegmatite-type Lithium deposit in the Songpan-Ganzê orogenic belt, western Sichuan: constraints from Sr-Nd-Hf isotopes and geochemistry

description: These data we provided are mentioned the granite, pegmatite, and wall rocks (Xikang group) in Zhawulong ore field. Major and trace element is tested at the National Research Center for Geoanalysis, Chinese Academy of Geological Sciences, Beijing, China. Sr-Nd isotopic data is tested at the Tianjin Institute of Geology and Mineral Resources, China Geological Survey. Lu-Hf isotopic data is tested at the National Research Center for Geoanalysis, Chinese Academy of Geological Sciences, Beijing, China.
DOI: 10.17632/s5mhhsp6pj
title: Cornus datasets

description: Hyb-seq, RAD-esq, and plastid datasets of Cornus species
DOI: 10.17632/vxw6nskrnv
title: Data for: The Effects of a Tectonic Stress Regime Change on Crustal-Scale Fluid Flow at the Heyuan Geothermal Fault, South China

description: ShapeMetriX 3D photogrammetry datasets analysing the fractures in rock faces at multiple locations across the Heyuan Fault zone, South China; from the granite footwall, mylonite zones, cataclasties at the road cut on Route 205, and within the giant quartz reef at Leiyao mine site.
DOI: 10.17632/3xfwcc6nmp
title: Associations between systemic-immune inflammation index and diabetes mellitus secondary to pancreatic ductal adenocarcinoma

description: Diabetes mellitus (DM) occur very frequently in patients with pancreatic ductal adenocarcinoma (PDAC). Many studies support the concept that pancreatic cancer associated diabetes is a paraneoplastic phenomenon and chronic inflammation has been implicated as a potential contributor to the development of diabetes mellitus and its complications. A systemic immune-inflammation index (SII) has been considered as a good, stable index that reflects both local immune responses and systemic inflammation. It integrates three types of inflammatory cells, including platelet, neutrophil, and lymphocyte, and has been proposed as an indicator for systemic inflammation, a risk factor of major cardiovascular events, and a predictor of cancer outcomes We conducted a cross-section study to clarify whether SII level is associated with diabetes secondary to exocrine pancreatic disorders.
DOI: 10.6084/m9.figshare.11923611.v1
title: BlogCatalog dataset

description: <b>Abstract</b>: BlogCatalog is the social blog directory which manages the bloggers and their blogs.<br><b>Number of Nodes:</b>10,312<b>Number of Edges:</b>333,983<b>Missing Values?</b>no<br><b>Source:</b>Nitin Agarwal+, Xufei Wang*, Huan Liu*<br><br>+ Department of Information Science, University of Arkansas at Little Rock. E-mail:nxagarwal@ualr.edu<br><br>* School of Computing, Informatics and Decision Systems Engineering, Arizona State University. E-mail: huan.liu@asu.edu, xufei.wang@asu.edu<br><b>Data Set Information:</b>2 files are included:<br><br>1. nodes.csv<br>-- it's the file of all the users. This file works as a dictionary of all the users in this data set. It's useful for fast reference. It contains all the node ids used in the dataset.<br><br>2. edges.csv<br>-- this is the friendship network among the bloggers. The blogger's friends are represented using edges. Here is an example.<br><br>1,2<br><br>This means blogger with id "1" is friend with blogger id "2".<br><b>Attribute Information:</b>This is the data set crawled on July, 2009 from BlogCatalog ( http://www.blogcatalog.com ). BlogCatalog is a social blog directory website. This contains the friendship network crawled. For easier understanding, all the contents are organized in CSV file format.<br><br>-. Basic statistics<br><br>Number of bloggers : 88,784<br><br>Number of friendship pairs: 4,186,390<br><b>Relevant Papers:</b><b><br></b>Nitin Agarwal and Huan Liu. ”Modeling and Data Mining in Blogosphere”, Synthesis Lectures on Data Mining and Knowledge Discovery #1, Morgan & Claypool Publishers, Robert Grossman (Editor), August 2009. ISBN: 9781598299083 (paperback) ISBN: 9781598299090 (ebook) Nitin Agarwal, Magdiel Galan, Huan Liu, and Shankar Subramanya. WisColl: Collective Wisdom based Blog Clustering. Journal of Information Science, 180(1): 39-61, January, 2010. Nitin Agarwal, Huan Liu, Sudheendra Murthy, Arunabha Sen, and Xufei Wang. A Social Identity Approach to Identify Familiar Strangers in a Social Network. In Proceedings of the Third International AAAI Conference on Weblogs and Social Media (ICWSM09), pp. 2 - 9, May 17-20, 2009. San Jose, California. Nitin Agarwal, Huan Liu, Sudheendra Murthy, Arunabha Sen, and Xufei Wang. "A Social Identity Approach to Identify Familiar Strangers in a Social Network", 3rd International AAAI Conference on Weblogs and Social Media (ICWSM09), pp. 2 - 9, May 17-20, 2009. San Jose, California.<br>
DOI: 10.6084/m9.figshare.14039828.v1
title: Cathedral Pines hindcasting 1989 dbh and biomass

description: Excel spreadsheet containing data on the process of retrospectively estimating 1989 dbh and aboveground biomass, based on the 1999 dbh and published likely growth rates.
DOI: 10.6084/m9.figshare.24587328.v3
title: Supplementary Table 3: Full MTR scores computed with RGC-ME data for all possible missense variants in canonical transcripts

description: Supplementary table 3: Full missense tolerance ratio (MTR) scores computed with RGC-ME exome sequencing data for all possible missense variants in canonical transcripts. Coordinates are in hg38. Variants are labeled “uid” and follow the format CHR:POS:REF:ALT. Other fields include: Ensembl v100 transcript ID, gene name, gene ID, exon number, amino acid position (“aa_position”), adjusted tri-nucleotide context mutation rate (“adj_rate”), and protein length. Parameters for computing MTR at each variant include the expected (“synExp” and “misExp”, resulting in the MTR denominator “expMTR”) and observed (“synObs” and “misObs”, resulting in the MTR numerator “obsMTR”) counts of missense and synonymous variants in each 31-codon window centered on possible missense variants exome-wide using data from 822K related individuals. Computed MTR values for all missense variants, p-value from binomial test, and FDR corrected q-value are included. MTRPercentile_exome and MTRPercentile_transcript represent the percentile rank of MTR score across the exome and per transcript, respectively. Regions with long, continuous regions of median MTR=0 as defined by segmentation were removed as likely artifacts stemming from lack of high-quality observed variants. A small number of genes retained MTR=0 segments because there were sufficiently high counts of observed synonymous variants relative to the lack of missense variants.<br>
DOI: 10.17632/skp7dwjvxt
title: 2021-08-03-HepG2 cells

description: Data is for the theoretical analysis of dielectric properties of HepG2 cell suspension.
DOI: 10.17632/bc5x5ybbt8
title: Journal of Studies in Religion, Spirituality & Management; No.19

description: • Examining RSM through different traditions
• Exploring the relationship between RSM and society
• Critical and interdisciplinary work that may extend the boundaries of RSM
• Metaphysical explanations of RSM

We are the prime dedicated academic forum for disseminating work, for the development of theory, for reporting best practice, and for the exchange of ideas and debate in Management, Spirituality and Religion in Iran. We pledge to continue and be the recognized leaders in this field of study. 

The mission of this journal is to provide a dedicated forum for disseminating work, for the development of theory and best practice, and for the exchange of ideas and debate in this growing field of interest.

Journal of Studies in Religion, Spirituality & Management is a semi-annual journal aims to be a publication of international repute for reporting current regional and international adventures in all aspects of religion, spirituality and management. JSRSM welcomes contribu­tions in this field in the form of original research articles, systematic reviews and meta-analyses. The Journal seeks to provide its readers with the highest quality scientific information published through a process of careful peer reviews and editorial comments. All pub­lications are welcomed in Persian and English.

To let individual researchers and libraries have access to the most recent research findings in the field, the journal allows open-access to its articles. This journal utilizes the Magiran and Noormags preservation systems to create a distributed archiving system for individual and libraries and to permit libraries stakeholders to create permanent archives of the journal.
DOI: 10.17632/2chggrt8mb
title: Data for: A digital twin for rapid qualification of 3D printed metallic components
DOI: 10.17632/dm356kv35j
title: MMP case series, supplementary material 

description: Background: The variable clinical severity of MMP often leads to a diagnostic and therapeutic delay.
Objective: To describe the characteristics in a large cohort of patients with MMP.
Methods: A retrospective review study of clinical and diagnostic characteristics and treatment response in 145 patients with MMP.
Results: Monosite involvement was seen in 41.4% and multisite involvement in 58.6% patients. The oral mucosa was affected in 86.9%, followed by the ocular mucosa (30.3%), skin (26.2%), genital mucosa (25.5%), nasal mucosa (23.4%) and pharyngeal and/or laryngeal mucosa (17.2%). Ocular disease developed during disease course in 41.7% of patients with initially other mucosal site involvement. The malignancy rate was significantly higher in patients with autoantibodies against laminin-332 compared to MMP patients without laminin-332 autoantibodies (35.3% vs. 10.9%, p=0.007). Systemic immunosuppressive or immunomodulatory therapy were administered in 77.1% of the patients, mainly in patients with multisite involvement (p<0.001), ocular involvement (p<0.001) and pharyngeal and laryngeal involvement (p=0.002). The remaining patients (22.9%) received topical therapy. Adverse events were frequently reported.
Limitations: retrospective design.
Conclusion: MMP presents with a heterogeneous clinical presentation and new symptoms may develop during the disease course. Cancer screening should be considered in MMP and in particular with autoantibodies against laminin-332.
DOI: 10.17632/s9pyc3dkgj
title: high school learners' mathematical identities and achievement

description: learner responses.
DOI: 10.17632/w4y68mvh65
title: Responses of Survey study on E-Learning platforms during pandemic lockdown

description: Study of awareness, effectiveness and perceived satisfaction in students of Indian higher education institutions of engineering and architecture during COVID-19 Pandemic
DOI: 10.17632/g53trfxwk2
title: Nie-25-4

description: Some data on the carbon balance of soil caused by litter
DOI: 10.17632/yjmryszxsy
title: Data for: Investors’ Attention and Platform Return in Chinese Peer-to-Peer Lending Market

description: P2P data
DOI: 10.17632/b7pcymhynd
title: Informe resultados estrategia. Regresa, la UDES te espera

description: Contexto del informe

Los diferentes problemas económicos, sociales y culturales han traído nuevos retos a las instituciones de educación superior, las cuales se han visto en la necesidad de reforzar sus acciones para promover no solo el ingreso de nuevos estudiantes, sino también para la culminación exitosa de sus estudios. La graduación estudiantil es el reflejo del cumplimiento de los objetivos fundamentales de la educación superior. 
Los principales factores asociados a la deserción universitaria en Colombia están relacionados con las bajas competencias académicas de entrada, las dificultades económicas de los estudiantes, y los aspectos relacionados con la orientación socio ocupacional y la adaptación al ambiente universitario. 
Este documento se construyó a partir del análisis de los resultados de la Estrategia “Regresa, la UDES te espera” para establecer una línea base para evaluación de estrategias para la permanencia institucional y promoción de garantizar el regreso del desertor UDES. Asimismo, contó con la participación de representantes del Programa de Acompañamiento para el Ingreso y la Permanencia Estudiantil (PAIPE) que han validado el proyecto y brindando apoyo en la ejecución (Pérez et al. 2023).

Objetivo General
• Identificar los factores que conducen a los estudiantes UDES a abandonar sus estudios académicos en los últimos dos años.

Objetivos Específicos
• Diseñar un instrumento estandarizado institucional para el seguimiento y monitoreo permanente de estudiantes que abandonan sus estudios académicos en la UDES.
• Plantear estrategias institucionales que permitan la permanencia académica y mitigar el abandono escolar.
• Promover el seguimiento y acompañamiento de los estudiantes con alta probabilidad de desertar como medida preventiva de intervención temprana.
DOI: 10.17632/ktpp2tx5hh
title: LINF_130013500

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/sy828c7v85
title: Imported Intermediate Goods and Product Innovation

description: This page shares the supplementary package for the article titled “Imported Intermediate Goods and Product Innovation”
DOI: 10.17632/26fsjgm4ym
title: circular plates

description: Microrplate.
DOI: 10.17632/tspsbm52vg
title: Cultural Values and Interbank Markets: An Agent-Based Stock-Flow Consistent Model

description: This repository contains the files to replicate the simulations and figures of "Cultural Values and Interbank Markets: An Agent-Based Stock-Flow Consistent Model" by Jessica Reale and Alessio Emanuele Biondo.

This study investigates how personal values influence financial decision-making in credit and interbank markets, affecting monetary policy effectiveness and financial stability. We hypothesize that heterogeneity in firms’, households’, and bank managers’ values shapes leverage preferences, risk-taking behavior, and interbank funding maturities, ultimately impacting macroeconomic dynamics and monetary policy outcomes.

This repository provides the code to explore how individual values interact with macro-financial policies and to assess the implications of cultural heterogeneity for financial stability and policy design.

The code implements an agent-based stock-flow consistent (AB-SFC) model, incorporating individual values into financial decision-making and analyzing their effects under different monetary policy scenarios. The interbank market structure is modeled through a matching mechanism where banks adjust lending and borrowing strategies based on their risk attitudes and funding preferences.

We simulate five scenarios based on heterogeneous cultural compositions of the population to assess financial stability under different value distributions. Additionally, we implement various monetary policy scenarios (Missing, Corridor, Corridor-unique, Expansionary) to evaluate policy effectiveness.
DOI: 10.6084/m9.figshare.4056510.v1
title: Supplementary Material for: Common Genotypes of Long QT Syndrome in China and the Role of ECG Prediction

description: <br><strong><em>Objectives:</em></strong> Genetic testing, a gold standard for long QT syndrome (LQTS) diagnosis, is time-consuming and costly when all the 15 candidate genes are screened. Since genotype-specific ECG patterns are present in most LQT1-3 mutation carriers, we tested the utility of ECG-guided genotyping in a large cohort of Chinese LQTS patients. <b><i>Methods and Results:</i></b> We enrolled 230 patients (26 ± 17 years, 66% female) with a clinical diagnosis of LQTS. Genotypes were predicted as LQT1-3 based on the presence of ECG patterns typical for each genotype in 200 patients (85 LQT1, 110 LQT2 and 5 LQT3). Family-based genotype prediction was also conducted if gene-specific ECG patterns were found in other affected family members. Mutational screening identified 104 mutations (44% novel), i.e. 46 <i>KCNQ1,</i> 54 <i>KCNH2</i> and 4 <i>SCN5A </i>mutations. The overall predictive accuracy of ECG-guided genotyping was 79% (157/200) and 79% (67/85), 78% (86/110) and 80% (4/5) for LQT1, LQT2 and LQT3, respectively. The predictive accuracy was 98% (42/43) when family-based ECG assessment was performed. <b><i>Conclusions:</i></b> From this large-scale genotyping study, we found that LQT2 is the most common genotype among the Chinese. Family-based ECG-guided genotyping is highly accurate. ECG-guided genotyping is time- and cost-effective. We therefore recommend it as an optimal approach for the genetic diagnosis of LQTS.
DOI: 10.6084/m9.figshare.3465686.v3
title: Periodic Table of Digital Research Resources

description: This is figure is lays out different digital research tools and resources. It is meant for people looking to discover new tools for research, publication, and dissemination.<br>This figure will be annotated for context, so that researchers can more easily understand what each tool does, how to use it, and its level of difficulty.<br><br>
DOI: 10.17632/hgxv8wb7c6
title: Early to mid-Holocene sedimentary evolution on the southeastern coast of Hangzhou Bay, East China, in response to sea-level change

description: We examined the lithology, sedimentary structure, marine microfossils, and chronology in two sediment cores collected from the southeast coastal plain of Hangzhou Bay, aiming at the infilling history of the palaeo-Ningbo Bay during the early to mid-Holocene transgression. We share the original data of grain size and marine microfossils in one sediment core CC here. Other data are included in the manuscript.
DOI: 10.17632/b39fbvvmzm
title: Data for: Anter: Ant Research Institute – Three iterations of testing to develop an ant world in the palm of the hand

description: Dataset of teachers' responses on the learning objectives and students' learning outcomes and experiential values and codes for data analyses.
DOI: 10.6084/m9.figshare.25723143.v1
title: Dataset - Public perceptions of Far-Right Extremism (80%+ progress).sav

description: Dataset accompanying Thesis completed at the University of Huddersfield completed in partial fulfilment of MSc Criminology and International Security Award. Dataset further accompanies journal article - Perceptions of Far-Right Extremist Violence as Terrorism: Exploring Influences on Public Perception in the United Kingdom.
DOI: 10.17632/3m3vptzpv5
title: Uncovering University Students’ Device Usage Patterns in a Korean Online Learning Context Using Learning Analytics

description: This article reports on patterns in learning device use (PCs and smartphones) of 107 university students in an online program in South Korea. After participating in a blended College TOEIC course for 15 weeks, participants’ online behaviors were scrutinized through learning analytics. Learning analytics is a research method which collects learner log data in order to analyze online behavior. Thus, researchers gain greater understanding of how these participants completed their online activities throughout the semester. The results of this research can be utilized in teaching interventions, materials development, learning environment design, and pre-service teacher training.
DOI: 10.17632/9pyhyy6yvm
title: ANN assisted optimization of a multimode linearly tapered bimorph PYT-5 cantilever beam for low frequency energy harvesting

description: The data on the cantilever's dimensions are considered as input and the output resonant frequency of the first mode and the generated power are considered as output. They are used for training the artificial neural network (ANN) that would provide us with the fitting function that we modify (scalarize) and use in algorithms for the optimization aiming to achieve minimal resonant frequency and maximal generated power. Two methods were used for the training of the ANN, Levenberg-Marquardt (LM) and Scaled Conjugate Gradient (SCG). For optimization we used the goal attainment method (GAM) and genetic algorithm (GA).
DOI: 10.17632/6jx2jmr5h4
title: RIOK3 mediates the degradation of 40S ribosomes. Huang et al.

description: We find that RIOK3 would recognise ubiquitylated 40S ribosome and mediate its degradation.
DOI: 10.17632/npmm82t6nz
title: DFT calculation of the mixed AlB2-type transition metal diborides

description: 1. the LDA-DFT assessment of the unary and binary AlB2-type transition metal diborides (group IVB and VB) at 0K
2. the PBEGGA-DFT assessment of the unary and binary AlB2-type transition metal diborides at 0K
3. the temperature dependent properties of the unary and binary AlB2-type transition metal diborides using the QHA with LDA-DFT 
4. the temperature dependent properties of the unary AlB2-type transition metal diborides using the QHA with PBEGGA-DFT
DOI: 10.17632/hp5wr9hy8p
title: Medium Altitude Long Endurance (MALE) Propulsion System Experimental Data

description: All the data have been taken from 2 types of data acquisition tools. The first is through data acquisition (DAQ), and the second is through the Engine Management Unit. The Thrust data was taken via DAQ-9185. Meanwhile, Ambient Temperature, Ambient Pressure , Throttle Position ,Propeller Rotation, Fuel Pressure , Fuel Flow Rate , Airflow , Manifold Air Pressure , Exhaust Gas Temperature and Cylinder Head Temperature , are taken by EMU. The propeller RPM is calculated from the engine RPM using a reduction gear with a ratio of 2.54.