cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28934069.v2
title: A well-characterized mechanistic model for exploring known or hypothesized T cell mediated drug induced liver injury: current capabilities and challenges for future predictivity

description: Drug-induced liver injury (DILI) is an adverse event whose emergence can slow or halt drug development programs. Adaptive immune responses have been implicated for several DILI compounds, and drug-specific T cell responses have been characterized, but there are still many unknowns. We describe the extension of a quantitative systems toxicology (QST) model of DILI to include CD8<sup>+</sup> T cell-mediated DILI. To overcome deficits in quantitative data characterizing CD8<sup>+</sup> T cell-mediated DILI, a translational strategy leveraged a well-defined mouse ovalbumin (OVA) antigen model and adapted it to represent mouse amodiaquine (AQ)-specific CD8<sup>+</sup> T cell-mediated DILI, with further adaptations to represent human AQ-specific CD8<sup>+</sup> T cell-mediated DILI. DILIsym reproduced published data characterizing mouse OVA-specific CD8<sup>+</sup> T cell-mediated hepatotoxicity, mouse AQ-specific CD8<sup>+</sup> T cell-mediated DILI, and human AQ-specific CD8<sup>+</sup> T cell-mediated DILI. Development identified main drivers of the CD8<sup>+</sup> T cell response, as well as areas where <i>in vitro</i> assay data could inform the simulation of additional compounds. The DILIsym CD8<sup>+</sup> T cell sub-model is well-positioned for systematic testing to improve our understanding of CD8<sup>+</sup> T cell-mediated DILI. It is not yet predictive but indicates a promising direction to reduce DILI events in drug development.
DOI: 10.17632/k987gsm4wf
title: Supporting information for [The Wulanmoren Accretionary Complex unravels Early Devonian to Late Triassic multiple-arc amalgamation in the Tianshan Orogen (NW China)]

description: Supporting information for [The Wulanmoren Accretionary Complex unravels Early Devonian to Late Triassic multiple-arc amalgamation in the Tianshan Orogen (NW China)]. This supporting material contains mineral composition and metamorphic deformation characteristics of 16 specimens in Table S1, LA-ICP-MS zircon U-Pb dating results of zircons from 15 samples in this study in Table S2, major and trace element concentrations of thirty-one samples of volcanic rocks are presented  in Table S3, compilation of previously published radiometric detrital zircons ages of the Northern Tarim area and the Northern Ili arc in Table S4, and Representative cathodoluminescence (CL) images of zircons from samples in this study in Figure S1.
DOI: 10.17632/vc8n5w88g3
title: Journal of Islamic Education; No. 15

description: The main goal of the JIE is to publish the researches conducted in the field of religious and Islamic education, to provide scientific information on the latest scientific achievements, to provide a platform for the exchange of opinions and competing views of scholars and researchers in this field, to provide a platform for the production of educational science, circulating ideast, and theorizing in the field and ready creating a sustainable ground for the growth and development of the official education in Iran and Muslim societies in line with the Islamic education. The topics that are of interest to the journal are as follows:

The journal is set to publish original articles on a wide range of issues including;

 Philosophy of Islamic education;
 Schools and approaches to Islamic education;
 Educational jurisprudence (Fiqh);
 Foundations, principles and methodology of Islamic education;
 History of Islamic education;
 Educational thoughts, views and ideas of Muslim scholars;
 Educational sciences such as educational management, curriculum planning and educational psychology with an Islamic approach;
 Comparative studies;
 The areas and dimensions of education in Islam include religious education, devotional education, moral education, sexual education, political education, and so on;
 Methodology of research in Islamic education;
 Examining different aspects of formal education with Islamic perspective;
 Religious education in the thought of international scholars, a comparative approach to Islamic education.

JIE is an international, professional refereed journal in the interdisciplinary fields that relevant to Islamic education. JIE serves as a platform for presenting and discussing the emerging issues on Islamic education. The journal is committed in publishing high quality articles in persian and welcomes articles in English, ranging from original research papers in the area of Islamic education. This journal welcomes original and qualified researches on all aspects of Islamic education and religious education. The topics may include, but are not limited to: 
Philosophy of Islamic education, schools and approaches in Islamic education, educational Islamic jurisprudence, foundations, principles and methods of Islamic education, history of Islamic education, educational approaches and ideas of Muslim scholars, educational management, curriculum and educational planning, educational psychology with an Islamic perspective, comparative issues, areas and dimensions of education in Islam, religious education, devotional education, moral education, sexual education, political education, research methodology in Islamic education and examination of various aspects of formal education with an Islamic outlook.
DOI: 10.6084/m9.figshare.23309753.v1
title: PWD journey experience

description: This file contains data on PWDs responses on their journey experience from home to various opportunities. Emphasis is placed on both the walking and vehicular environment.
DOI: 10.6084/m9.figshare.28416083.v1
title: Crime Economics Data

description: This study examines the relationship between socio-economic factors and crime distribution using a dataset that includes variables such as <b>unemployment rates, literacy rates, per capita income, and population density</b>. The analysis explores how these factors influence crime rates across different regions, comparing urban and rural areas to identify variations in crime patterns due to economic and social disparities. Additionally, the study investigates <b>cultural and psychological influences</b> on criminal activities. The findings offer valuable insights for policymakers to develop more effective crime prevention strategies.
DOI: 10.6084/m9.figshare.7447616.v1
title: Supplementary Material for: Resveratrol Ameliorates Lipid Droplet Accumulation in Liver Through a SIRT1/ ATF6-Dependent Mechanism

description: <b><i>Background/Aims:</i></b> Lipid droplets (LDs) are dynamic organelles that store neutral lipids during times of energy excess, and an increased accumulation of LDs in the liver is closely linked to hepatic steatosis. Our previous studies suggested that resveratrol (RSV) supplement could improve hepatic steatosis, but the underlying mechanism, particularly which related to LD accumulation, has not yet been elucidated. <b><i>Methods:</i></b> A high-fat diet (HFD) and palmitic acid were used to induce hepatic steatosis in mouse liver and hepatocytes, respectively. The effects of RSV on LD accumulation were analyzed <i>in vivo</i> and <i>in vitro</i>. The effects of RSV on the expression levels of LD-associated genes (ATF6, Fsp27β/CIDEC, CREBH, and PLIN1) were measured by qRT-PCR and western blot assays, followed by KD or overexpression of SIRT1 and ATF6 with small interfering RNAs or overexpressed plasmids, respectively. The dual luciferase reporter assay, chromatin immunoprecipitation assay, coimmunoprecipitation, and proximity ligation assay were utilized to clarify the mechanism of transcriptional regulation and possible interaction between SIRT1 and ATF6. <b><i>Results:</i></b> There was a significant increase in the accumulation of LDs in liver and hepatocytes during the process of HFD-induced steatosis, respectively, which was significantly inhibited by RSV supplementation. RSV notably activated SIRT1 expression and decreased the expression levels of ATF6, Fsp27β/CIDEC, CREBH, and PLIN1, which are associated with LD accumulation. Interestingly, the inhibitory effects of RSV on LD accumulation and the associated expression of genes in hepatocytes were abrogated or strengthened with SIRT1 silencing or overexpression, respectively. On the contrary, the benefits of RSV in hepatocytes were eliminated or aggravated when transfected with the overexpressed ATF6 or ATF6 siRNA, respectively. Furthermore, we found that RSV stimulated SIRT1 expression significantly, which was followed by increased deacetylation and inactivation of ATF6, resulting in a positive feedback loop for SIRT1 transcription associated with ATF6 binding to the SIRT1 promoter region. <b><i>Conclusion:</i></b> Taken together, these findings indicate that RSV supplementation improves hepatic steatosis by ameliorating the accumulation of LDs, and this might be partially mediated by a SIRT1/ATF6-dependent mechanism.
DOI: 10.6084/m9.figshare.9943688.v3
title: A cellular automata downscaling based 1 km global land use datasets (2010–2100)

description: This database includes fractional cover types (i.e., cropland, forest, grass, shrub, wetland, water, impervious, barren, snow/ice, and urban green spaces) at 30 arc second, under four representative concentration pathway (RCP) (i.e., RCP26, RCP45, RCP60,and RCP85) scenarios in future (2010-2100). The value of each pixel indicates the fraction of this cover in each grid. Should multiple a scaling value of 0.01. The dataformat is GeoTIFF. More details about this dataset can be found in: Li, X., Yu, L., Sohl, T., Clinton, N., Li, W., Zhu, Z., Liu, X., & Gong, P. (2016). A cellular automata downscaling based 1 km global land use datasets (2010–2100). <i>Science Bulletin, 61</i>, 1651-1661.
DOI: 10.17632/zy765zb5zy
title: Effects of Code-Switching on Students’ Learning and  Motivation in Online Class Discourse: Inputs for  Language Planning

description: In the inclusive context of education, learners may have a challenging mechanism that affects the way that teachers teach, manage, and supervise the academic environment; one should be adept and critical of the needs and learning outcomes expected in a deliberative discourse online. The ultimate goal of education is to provide students with learning and earn a reputation for their future careers. Herein, the study aimed to determine and investigate the effects of code-switching on students’ learning and motivation to address the deteriorating competencies; research through descriptive-exploratory as design; and thematic analysis to interpret the responses. This study is supported by the Cycle of Language Learning encapsulated based on the theory of the Common Underlying Proficiency (CUP) by J. Cummins. Here there shall be no single language effective, but rather languages that require flexibility for grounded discourse. Inevitably, the use of superior language will guide them in learning and cultivation. Findings showed that the preferred languages or Media of Instruction (MOI) are Filipino and English for non-linguistic subjects that obtained 64.86% appraisal, code-switching emerged to have a positive implication on learning, motivation, and discourse; a more comprehensible than a foreign language. Indeed, code-switching is a favorable alternate language or a method of teaching for a culturally-connected discourse crucial in teaching in the new normal education.
DOI: 10.6084/m9.figshare.19938446.v1
title: EEG_PD_DATA.zip

description: Here you can find the set of EEG signals collected during a pilot test of a virtual reality-based rehabilitation program tested on patients with Parkinson's disease. The folder contains the data of 9 patients who underwent 5 tests with "Hand Physics Lab" software sets and 2 control tests of eyes closed (CE) and eyes open (OE).
DOI: 10.6084/m9.figshare.28723703.v2
title: <b>Atomic manipulation of the emergent quasi-2D superconductivity and pair density wave in a kagome metal</b>

description: Source data
DOI: 10.6084/m9.figshare.8668265.v2
title: Food categories

description: The list of products contained in each food category. The identifiers associated to products can be used to query external services to get additional information about them.<br>The file is comma-separated. Fields include:<br><b>GTIN:</b> Global Trade Item Number, a standard identifier for trade items developed by GS1, a not-for-profit organization that develops and maintains global standards for business communication. Specifically, the GTIN is the number that comes with the barcode on the product label. GS1 offers an online service for GTIN lookup (http://gepir.gs1.org/index.php/search-by-gtin)<br><br><b>category: </b>product category. The possible categories are: beer, dairy, eggs, fats & oils, fish, fruit & veg, grains, red meat, poultry, readymade, sauces, soft drinks, spirits, sweets, tea & coffee, water, and wine<br>
DOI: 10.17632/3s7prxwp63
title: National Migration Policy of Chile "Sello Migrante"

description: The central axis of the following article establishes the analyses and characterization of the evaluate guidelines request by the New Policy in Migration Management of de National Migration Services of Chile to the Township that have been recognized with the certification. For such purposes, all the Townships that have participated in the initiative are evaluated, from its inception in the December 2015 to December 2022, in the cases of revalidated Townships, the evaluation of the last Report sent is considered. The evaluation criteria by the public policy under observation consist of five large dimensions, however, the present proposal focuses its attention on characterizing the emerging institutionalism in local governments in points (I) Institutionally and (II) Training. Indeed, it is intended to analyze the behavior associated with the implementation of an unprecedented public policy in the treatment of current international migration phenomenon, particularly, the type of articulation among themselves the central structure of the State, certified local governments and foreigners residing in those territories. Likewise, observing management difficulties such as the new ideas that have been arise from some Townships to continue deepening (impact) the new migration public management existing in the country.
DOI: 10.6084/m9.figshare.11368226.v1
title: Levy PLoS One Min Data Excel.xlsx

description: data in excel
DOI: 10.6084/m9.figshare.12546926.v1
title: JVASP-36524 to JVASP-37129

description: JARVIS-DFT input/output files
DOI: 10.6084/m9.figshare.21433035.v2
title: Raw/Expanded-Data_Health Worker Job Satisfaction.xlsx

description: A Cross-sectional data collected from frontline health workers at 34 primary healthcare facilities across 3 districts in Ghana. Ethical clearance was sought from Ghana Health Service Ethical Review Committee (ID No.: GHS-ERC: 009/12/17). Herzberg et. al., (2005) two-factor theory was adapted as the measurement model for assessment of job satisfaction.
DOI: 10.6084/m9.figshare.26027233.v1
title: Singularity pre-compiled BASALT package (v1.1.0)

description: This is a singularity pre-compiled BASALT package (v1.1.0). Users can download this file to run BASALT with singularity directly without any installation.Tutorial:Download split 'BASALT.sif' file to your desired directory and merge split files using 'cat':<br><br>$ cat BASALT.sif_part* &gt; BASALT.sif<br>If the 'BASALT.sif' file is under '/home' path, run BASALT with:<br><br>$ singularity run BASALT.sif BASALT [-COMMANDS]<br><br>alternatively, for the 'BASALT.sif' file located elsewhere, run BASALT with:<br><br>$ singularity run -B [PATH_TO_BASALT.sif] BASALT.sif BASALT [-COMMANDS]<br>BASALT singularity version can run smoothly in PBS systems via job submission. However, it may stop when running in the background (e.g., using nohup). To avoid this issue, you can use screen to run BASALT with commands written in a bash file, for example:<br><br>$ screen -dmS [SESSION_NAME] bash -c 'bash BASALT.sh &gt; BASALT.log'<br><br>where the 'BASALT.sh' file contains your customised BASALT commands.<br>The pre-compiled BASALT.sif contains all required software. You can also run these software using BASALT.sif, for example:<br><br>$ singularity run BASALT.sif bowtie2<br>$ singularity run BASALT.sif checkm2<br>
DOI: 10.6084/m9.figshare.26362066.v1
title: Oka et al., Supplementary Data for "Development of a battery emulator using deep learning model to predict the charge–discharge voltage profile of lithium-ion batteries"

description: Supplementary data for the paper, Oka et al. "Development of a battery emulator using deep learning model to predict the charge–discharge voltage profile of lithium-ion batteries". (<b>DOI:</b> 10.1038/s41598-024-80371-9 )<br><br>A zip file contains following data and codes.<br>01_lstm_model_making.pyThis file is a Python script for reading battery charge-discharge data and training an LSTM model. The output is in the PyTorch .pth file format. For a single file, test data is read, and the prediction plot is output. To use this Python script, you need to modify the "CFG (config)" and "Convenient" sections within the script.<br>02_lstm_reuse_pthmodel.pyThis file is a Python script that reads the .pth file output by 01_lstm_model_making.py and predicts the voltage profile from the given current value and the integrated value of current and time (proportional to SOC). To use this Python script, you need to modify the "CFG" and "Convenient" sections within the script.<br>01_dualfoil_simulationThis directory contains Dualfoil simulation program. The "dualfoil.in" file is a representative input file used in this study.<br>02_dualfoil_dataThis directory contains current and voltage profiles created by the Dualfoil simulator (30 training data / 20 test data) and representative LSTM trained model (.pth file).<br>03_experiment_dataThis directory contains current and voltage profiles obtained from the actual battery created (30 training data / 8 test data) and representative LSTM trained model (.pth file).<br>04_hyperparameter_tuning_resultsRMSE of test dataset using prediction functon derived from various hyper parameters.(CSV formatted)<br>AcknowledgementThe battery cells used in the study were manufactured and supplied by LIBTEC.<br>
DOI: 10.17632/94dhrvf5ng
title: KERATOCONUS

description: DATABASE ABERROMETRIC PARAMETERS FROM NORMAL, SUBCLINICAL KERATOCONUS AND KERATOCONUS
DOI: 10.6084/m9.figshare.13348241.v1
title: DBPedia

description: DBPedia Ontology Classification Dataset<br>Version 2, Updated 09/09/2015<br><br>LICENSE<br>The DBpedia datasets are licensed under the terms of the Creative Commons Attribution-ShareAlike License and the GNU Free Documentation License. For more information, please refer to http://dbpedia.org. For a recent overview paper about DBpedia, please refer to: Jens Lehmann, Robert Isele, Max Jakob, Anja Jentzsch, Dimitris Kontokostas, Pablo N. Mendes, Sebastian Hellmann, Mohamed Morsey, Patrick van Kleef, Sören Auer, Christian Bizer: DBpedia – A Large-scale, Multilingual Knowledge Base Extracted from Wikipedia. Semantic Web Journal, Vol. 6 No. 2, pp 167–195, 2015.<br>The DBPedia ontology classification dataset is constructed by Xiang Zhang (xiang.zhang@nyu.edu), licensed under the terms of the Creative Commons Attribution-ShareAlike License and the GNU Free Documentation License. It is used as a text classification benchmark in the following paper: Xiang Zhang, Junbo Zhao, Yann LeCun. Character-level Convolutional Networks for Text Classification. Advances in Neural Information Processing Systems 28 (NIPS 2015).<br><br>DESCRIPTION<br>The DBpedia ontology classification dataset is constructed by picking 14 non-overlapping classes from DBpedia 2014. They are listed in classes.txt. From each of thse 14 ontology classes, we randomly choose 40,000 training samples and 5,000 testing samples. Therefore, the total size of the training dataset is 560,000 and testing dataset 70,000.<br>The files train.csv and test.csv contain all the training samples as comma-sparated values. There are 3 columns in them, corresponding to class index (1 to 14), title and content. The title and content are escaped using double quotes ("), and any internal double quote is escaped by 2 double quotes (""). There are no new lines in title or content.<br><br><b>Classes</b><b><br></b>CompanyEducationalInstitutionArtistAthleteOfficeHolderMeanOfTransportationBuildingNaturalPlaceVillageAnimalPlantAlbumFilmWrittenWork<br>
DOI: 10.6084/m9.figshare.17162087.v1
title: Atlas de producción de agua en el Perú: una evaluación presente y futura con énfasis en las cuencas de aporte de las EPS

description: La presente información esta fundamentada en el Atlas de producción de agua en el Perú, en donde se realizo una caracterización del escurrimiento a través de la aplicación del Budyko probabilístico a nivel nacional en el tiempo presente (1982-2011) y futuro (2036-2065).<br>
DOI: 10.6084/m9.figshare.25991317.v1
title: Supplementary Material for: Differential Neuroanatomical, Neurochemical, and Behavioral Impacts of Early-Age Isolation in a Eusocial Insect

description: Introduction: Social experience early in life appears to be necessary for the development of species-typical behavior. Although isolation during critical periods of maturation has been shown to impact behavior by altering gene expression and brain development in invertebrates and vertebrates, workers of some ant species appear resilient to social deprivation and other neurobiological challenges that occur during senescence or due to loss of sensory input. It is unclear if and to what degree neuroanatomy, neurochemistry, and behavior will show deficiencies if social experience in the early adult life of worker ants is compromised. Methods: We reared newly-eclosed adult workers of Camponotus floridanus under conditions of social isolation for 2 to 53 days, quantified brain compartment volumes, recorded biogenic amine levels in individual brains, and evaluated movement and behavioral performance to compare the neuroanatomy, neurochemistry, brood-care behavior, and foraging (predatory behavior) of isolated workers with that of workers experiencing natural social contact after adult eclosion. Results: We found that the volume of the antennal lobe, which processes olfactory inputs, was significantly reduced in workers isolated for an average of 40 days, whereas the size of the mushroom bodies, centers of higher-order sensory processing, increased after eclosion and was not significantly different from controls. Titers of the neuromodulators serotonin, dopamine, and octopamine remained stable and were not significantly different in isolation treatments and controls. Brood care, predation, and overall movement were reduced in workers lacking social contact early in life. Conclusion: These results suggest that the behavioral development of isolated workers of C. floridanus is specifically impacted by a reduction in the size of the antennal lobe. Task performance and locomotor ability therefore appear to be sensitive to a loss of social contact through a reduction of olfactory processing ability rather than change in the size of the mushroom bodies, which serve important functions in learning and memory, or the central complex, which controls movement.