cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/5wy9ypbz9j
title: Development and Validation of Yogic Leadership Scale

description: The data file is related to development and validation of yogic leadership scale based on yoga psychology, multiple human intelligences, wellness, consistent leadership theories / models (servant, self, spiritual, conscious and consciousness-based) and cases and personality traits and behaviours of founder leaders of Patanjali Group of Organizations. The data file contains data sets regarding content validity (CVI main data.xlsx) , exploratory factor analysis (EFA main data.xlsx), confirmatory factor analysis (CFA main data.xlsx) and criterion validity (YLS.xlsx, PES.xlsx, VPI.xlsx, RYFF.xlsx, VSQ.xlsx) computations.
DOI: 10.17632/t9x6cdysdt
title: Site-specific incorporation of two noncanonical amino acids for two-color bioorthogonal labeling and chemical-controlled crosslinking of proteins on live mammalian cells

description: The pyrrolysyl-tRNA/pyrrolysyl-tRNA synthetase (PylT/RS) pair from Methanosarcina mazei (Mma) is widely used in protein engineering to site-specifically introduce noncanonical amino acids (ncAAs) through nonsense codon suppression. Here, we engineer the PylT/RS pair encoded by Methanogenic archaeon ISO4-G1 (G1) to be orthogonal to Mma PylT/RS and alter the PylRS active site to accept a complementary ncAA spectrum. We combine the resulting mutual orthogonal pairs for site-specific dual ncAA incorporation at unprecedented efficiency. Demonstrating the robustness of the system, we incorporate two ncAAs with compatible bioorthogonal reactivity into a Notch receptor, as well as a G-protein coupled receptor. We show that selective and site-specific incorporation of two ncAAs allows for two-color bioorthogonal labeling as well as chemical-controlled crosslinking of surface proteins on live mammalian cells. This dataset contains plasmid sequences, additional figures and primary data related to the associated publication.
DOI: 10.6084/m9.figshare.14692263.v1
title: materials project and robocrystallographer features for stable compounds

description: Compounds with an e_above_hull greater than 500 eV/atom were removed. Additionally, compounds which resulted in an error during the robocrys analysis were removed. Certain target properties are included in stable_features.csv, but are removed in robocrys_features.csv.
DOI: 10.6084/m9.figshare.28387073.v1
title: 4DFlowNet-master.zip from Non-invasive Quantification of Pressure Drops in Stenotic Intracranial Vessels – Using Deep-Learning Enhanced 4D Flow MRI to Characterize the Regional Hemodynamics of the Pulsing Brain

description: 4DFlowNet matlab code
DOI: 10.6084/m9.figshare.28462349.v1
title: Files for Cluster replicability in single-cell and single-nucleus atlases of the mouse brain

description: Additional large data files from "Cluster replicability in single-cell and single-nucleus atlases of the mouse brain." Smaller files are in the github repo.The merged_Zeng_AWS.Oct2023.pretrained_* files are the Metaneighbor pretrained models.Full paths for files from the data folder:<br>/whole_mouse_brain/processed/macosko/merged_Zeng_AWS.Oct2023.pretrained_Macosko.csv.gz <br>/whole_mouse_brain/processed/zeng/merged_Zeng_AWS.Oct2023.pretrained_Zeng.csv.gz<br>/whole_mouse_brain/processed/barseq/barseq_210630.rds<br>/whole_mouse_brain/zeng/from_API/ccf_coordinates_MERFISH-C57BL6J-638850.csv.gz<br>Full paths for files from the results folder:<br>/MERFISH500/Macosko_predictions/joined_scores.df.full.csv.gz (scripts load expanded file)/marker_results/markers_on_Macosko.1712974391.csv.gz<br>/marker_results/markers_on_Zeng.1713323744.csv.gz/full_run_ZengAWS.1698256033/aurocs_full.asymmetric.csv.gz<br>/full_run_ZengAWS.1698256033/spatial_per_cell_data.972_pairs.csv.gz<br>/full_run_ZengAWS.1698256033/spatial_per_cell_data.612_pairs.csv.gz<br>/full_run_ZengAWS.1698256033/spatial_per_cell_data.2009_pairs.csv.gz<br>/full_run_ZengAWS.1698256033/aurocs_full.csv.gz<br><br>
DOI: 10.6084/m9.figshare.19961426.v1
title: train_masks

description: train set masks
DOI: 10.6084/m9.figshare.26093382.v1
title: Synthetic likelihood in misspecified models

description: Bayesian synthetic likelihood is a widely used approach for conducting Bayesian analysis in complex models where evaluation of the likelihood is infeasible but simulation from the assumed model is tractable. We analyze the behaviour of the Bayesian synthetic likelihood posterior when the assumed model differs from the actual data generating process. We demonstrate that the Bayesian synthetic likelihood posterior can display a wide range of non-standard behaviours depending on the level of model misspecification, including multimodality and asymptotic non-Gaussianity. Our results suggest that likelihood tempering, a common approach for robust Bayesian inference, fails for synthetic likelihood whilst recently proposed robust synthetic likelihood approaches can ameliorate this behavior and deliver reliable posterior inference under model misspecification. All results are illustrated using a simple running example.
DOI: 10.17632/rtvt3rbxnc
title: Data for: High-temperature air-stable solar absorbing coatings based on the cermet of MoSi2 embeded in SiO2

description: data for “High-temperature air-stable solar absorbing coatings based on the cermet of MoSi2 embeded in SiO2”
DOI: 10.6084/m9.figshare.19395230.v1
title: Yearly mode-1 M2 internal tide model in 2019

description: Mode-1 M<sub>2</sub> internal tide model is developed using yearly subsetted altimetry data from multiple satellite missions in 2019. See the paper in Journal of Atmospheric and Oceanic Technology for details.
DOI: 10.6084/m9.figshare.9162323.v3
title: Figure 4A-D (Flotillins promote T cell receptor sorting through a fast Rab5-Rab11 endocytic recycling axis)

description: Figure 4 raw live cell confocal images (Fig 4A-D)
DOI: 10.17632/9tfjcpw672
title: My data Smart

description: The results of the questionnaire were analyzed quantitatively by using SmartPLS 3.0 to obtain a valid and reliable instrument while discovering the correlation between research variables.
DOI: 10.17632/n9pczr47bt
title: Data for: Can I eat that too? 18-month-olds generalize social information about edibility to similar looking plants

description: Anonymized dataset
DOI: 10.17632/v36hhpft6z
title: effectiveness of myokinetic stretching technique on trigger points of upper trapezius muscle : A quasi experimental design

description: Non-specific neck pain is often caused by myofascial or mechanical disorders, with trigger points being a significant factor. The Myokinetic Stretching Technique (MST) is an innovative approach to managing these trigger points, using active or passive stretching along with muscle energy techniques to release tension in the muscles. The aim of this study was to assess the efficacy of MST in reducing pain and improving the range of motion in individuals with upper trapezius trigger points. A quasi-experimental study was conducted with 40 participants (ages 20-30) who had active upper trapezius trigger points. They underwent a two-week MST intervention, with three sessions per week for a total of six sessions. Pain intensity was measured using the Numerical Pain Rating Scale (NPRS), pain pressure threshold (PPT) was assessed through Pressure Algometry, cervical range of motion (CROM) was measured with Universal Goniometry, and functional disability was evaluated using the Neck Disability Index (NDI). Pre- and post-intervention data were analyzed to determine the effectiveness of the treatment.
DOI: 10.17632/yv7jt7kwd2
title: Data Multicriteria Hierarchy Methods for AIs assessment

description: Data used for resource: Multicriteria hierarchy methods for assessing environmental aspects and impacts in corporations
DOI: 10.6084/m9.figshare.12885572.v1
title: Wu et al., 2020

description: The dataset includes water and sediment load delivered from the Yellow River to the Sea, and erosion of the lower Yellow River in Wu et al.(2020).
DOI: 10.6084/m9.figshare.22083029.v2
title: The impact of an extreme weather event on butterfly community activity, use of shelter and shade.

description: This data set was collected from a nature reserve in Bedfordshire, UK, on 19th July 2022 to assess the impact of an extreme weather event on a butterfly community and the ability of simple management solutions to buffer some of the negative impacts. These management solutions included interspersing patches of scrub in amongst grassland and building artificial banks of varying aspects and slopes, each of which provide shelter and shade. The surveys on July 19th were carried out to specifically assess how butterflies were affected by the hottest day on record in the UK. Five subsequent survey days gathered data under lower, more normal, temperatures for comparison. Each day a morning and afternoon survey were carried out. Recorders walked up and down the study site in parallel lines, getting within 10 m of all locations, and waving a butterfly net to flush out any insects. The starting point for each survey was varied to ensure recorders were not at the same location at the same time each survey. Any butterfly seen within 10 m was recorded and, if possible, captured using a butterfly net. For each butterfly, we recorded the species, whether it was active (flying, nectaring or interacting with another animal) or inactive (resting or basking) when first spotted, whether or not it was located in shade, and whether or not it was within 5 m of a butterfly bank or scrub, both of which provided shelter. If the butterfly was caught, we recorded its body temperature by touching a fine (0.25 mm) mineral-insulated type K thermocouple with hand-held indicator (Tecpel Thermometer 305B) to its thorax, as well as recording air temperature at waist height in the shade at the same location. During surveys, the area of each shade patch encountered was estimated by eye, to account for the size and location of these changing with the position of the sun. The area of all patches of shade was summed to give a total within the survey area for each survey.
DOI: 10.6084/m9.figshare.28555151.v1
title: The Mississippi Repository for Missing and Unidentified Persons

description: The <b>Mississippi Repository for Missing and Unidentified Persons </b>(MS Repository) was developed in January 2022 to help identify, resolve, and archive Mississippi’s missing and unidentified persons cases. The MS Repository, housed at Mississippi State University, serves as a statewide missing and unidentified persons clearinghouse database. The MS Repository is under the purview of the Cobb Institute of Archaeology (including the Department of Anthropology and Middle Eastern Cultures) and the MSU Police Department (MSUPD). In collaboration with law enforcement agencies throughout the state, the goals of the MS Repository are to:1. Provide a centralized location for data on missing and unidentified persons from Mississippi2. Increase missing persons public access for all Mississippians3. Visualize socioeconomic and medicolegal disparities affecting missing persons through geospatial analysis4. Partner with neighboring states to facilitate data sharing of missing and unidentified persons information.The lack of comprehensive missing and unidentified persons repository data at the state and national levels continues to hinder identifying missing and unidentified people. The MS Repository is the only secure, formalized, searchable Mississippi data repository for unidentified and missing persons information. It includes missing and unidentified persons information from the National Missing and Unidentified Persons System (NamUS), law enforcement missing persons reports on social media, cases from non-profit missing persons advocacy groups, and reports from families with missing loved ones. Like NamUS, the MS Repository provides demographic information about the missing individual and case circumstances, including last seen date and location. Each profile has a built-in capacity for holding copies of medical records and DNA records results (including family reference samples). All profiles (current and resolved) are stored electronically and available in perpetuity, regardless of case status. In addition to the database, there is a searchable clearinghouse website accessible to the public (<b>missinginms.msstate.edu</b>).
DOI: 10.6084/m9.figshare.3470135.v5
title: Iranian Zoroastrian and Iranian Fars genotype data from Broushaki et al. 2016.

description: Iranian Zoroastrian and Iranian Fars genotype data in plink binary format from Broushaki et al. 2016: Early Neolithic Genomes from the Eastern Fertile Crescent. Not for commercial purposes.<br>
DOI: 10.17632/3pzhtt4d92
title: Data for: Storm-driven estuarine CO2 flux: Floods alter time scales of reaction and transport

description: File contains pCO2 dataset for surveys before, during, and after the impact of Hurricane Joaquin.
DOI: 10.17632/xr2m55v3b5
title: LPCAT3-T2DM-update

description: An update on research data regarding serum LPCAT3 in Type 2 Diabetes Mellitus (T2DM), including ultrasonography findings.
DOI: 10.6084/m9.figshare.19606192.v1
title: Table S3 for Aqil et al. 2022

description: This is a compilation of significant (p&lt;10-8) GWAS hits - compiled from data available through Neale Laboratory (http://www.nealelab.is/uk-biobank) - We provide this list for ease of use as the larger dataset is divided into thousands of traits each presented in a different file. Please cite both Neale Lab ( http://www.nealelab.is/uk-biobank/) and our paper (currently under review in e-Life) if you use our compiled dataset.
DOI: 10.6084/m9.figshare.27948594.v1
title: Delphi Round 3 Indonesia

description: This research endeavor sought to acquire the perspectives of both experts and patients regarding the attributes associated with adherence to tuberculosis (TB) treatment. A total of 20 specialists in the field of TB and 10 patients diagnosed with pulmonary TB participated in a three-round Delphi study designed to categorize and validate the attributes of the concept in question. The results revealed that adherence to TB treatment pertains to the stage wherein patients with pulmonary TB are capable of adhering to the prescribed treatment recommendations, which encompass behaviors related to medication intake as well as lifestyle modifications, including nutritional care, cessation of smoking, abstaining from alcohol, stress management, enhancement of physical activity, improvement in sleep quality and rest, and engagement in TB-related preventive behaviors. In conclusion, the study's findings contribute to a deeper understanding of the critical significance of adherence to TB treatment. The established consensus priorities underscore that the concept encompasses not merely the act of medication consumption but also highlights the paramount importance of implementing lifestyle changes.
DOI: 10.6084/m9.figshare.4540846.v1
title: Scaling Laws

description: Nondimensional parameters and measured values of rotating convection simulations.<br>
DOI: 10.6084/m9.figshare.6663218.v2
title: Arabidopsis Atlas (Klepikova et al. 2016 samples)

description: Illustrations of tissue samples used in the paper by Klepikova et al. 2016 (full citation below) used in the ePlant bioinformatic online tool. The following describes the illustration parts whose present depictions are time sensitive: flower series, young flower (parts), mature 3rd flower (parts), and axes (flower 1 pedicel, axis of inflorescence) at flower 1 anthesis; 6th/7th flower carpel (parts) at flower 1 abscission. <br>Klepikova, A. V., Kasianov, A. S., Gerasimov, E. S., Logacheva, M. D. and Penin, A. A. (2016), A high resolution map of the <i>Arabidopsis thaliana</i> developmental transcriptome based on RNA‐seq profiling. Plant J, 88: 1058-1070. doi:10.1111/tpj.13312
DOI: 10.6084/m9.figshare.12915923.v2
title: Virtual Survey Responses-GROUPS 1 & 2.xlsx

description: Raw data from a virtual survey applied to undergraduate students belonging to two theoretical courses of biochemistry (Principles of Biochemistry-2023214 and Basic Biochemistry-1000042), offered by the Department of Chemistry, Faculty of Sciences, Universidad Nacional de Colombia (Bogotá), during the COVID-19 pandemic.<br> The main objective of the survey was to evaluate the student's perception of the quality and academic impact of the remote classes during the mandatory lockdown. The survey was anonymously answered by most students, who willingly participated. Only one entry was allowed per respondent.<br>
DOI: 10.6084/m9.figshare.13273355.v1
title: Keras trained UNET model

description: HDF5 file representing the trained UNET network for nuclear regions segmentation in brightfield images.<br>
DOI: 10.6084/m9.figshare.25188788.v1
title: Data for the article <i>Toxoplasma</i> Infection and Its Sequential Impact on Physical Health, Stress, and Anxiety: Testing the Stress-Coping Hypothesis in a Nonclinical Sample

description: <i>Toxoplasma gondii</i>, a feline parasite with a wide range of intermediate hosts, infects about a third of the global population. Previously thought to be asymptomatic, research over the past 30 years reveals that life-long latent toxoplasmosis causes discernible psychological and behavioral changes in infected humans. These changes often intensify with time post-infection. These alterations, similar to those observed in infected laboratory and wild-living animals, are believed to be the parasite's way of enhancing its transmission from intermediate to definitive hosts. However, in humans, many behavioral effects of toxoplasmosis manifest differently between genders, leading to the proposal of the Stress-Coping Hypothesis. This theory suggests that the health deterioration from toxoplasmosis results in chronic stress, with men and women responding with distinct coping strategies, thus explaining the gender-specific behavioral differences. This study, conducted on 2,282 individuals who had previously been tested for toxoplasmosis, sought to examine this hypothesis through a survey that included the Perceived Stress Scale and the State-Trait Anxiety Inventory X-2. Results confirmed poorer health, higher stress, and anxiety levels among infected participants. Path analysis showed toxoplasmosis directly negatively impacts physical health, which in turn directly and indirectly (via deteriorated mental health) increases stress and anxiety among infected individuals. This pattern was not seen with borreliosis, serving as a negative control, underscoring the unique impact of toxoplasmosis on human physical and mental health, and well-being.<br>
DOI: 10.6084/m9.figshare.28233773.v2
title: AI Adoption in Chinese Universities: Insights, Challenges, and Opportunities from Academic Leaders

description: This study explores the perceptions, challenges, and strategies related to the integration of Artificial Intelligence (AI) in Chinese higher education from the perspective of academic leaders. Through semi-structured interviews with 20 academic leaders from eight Chinese universities and guided by the Diffusion of Innovation (DOI) and Transformational Leadership (TEL) theories, the study identifies the initial adoption of AI in administrative tasks and student services, but slower integration into core educational functions such as teaching and research. Key challenges include a lack of digital literacy and resistance to AI among faculty, which hinder deeper integration. Additionally, resource allocation, funding constraints, and concerns over data privacy and security present significant barriers. Academic leaders recommend enhancing digital literacy, offering ongoing professional development, and implementing supportive policies for AI adoption. While optimistic about AI's potential in personalized learning and resource optimization, they stress the importance of ensuring ethical and equitable AI use. The study suggests future research on AI’s long-term educational impact, policy effectiveness, and its integration across disciplines. This research offers valuable insights into the challenges of AI integration in Chinese higher education and provides practical guidance for its global application.
DOI: 10.6084/m9.figshare.28481333.v1
title: File1.7z

description: This file is a memory image file containing the running processes of Tencent Meeting. This file is the source file required for uploading in accordance with the article submission requirements. This file can be used to restore the forensic work on Tencent Meeting carried out in the experiments described in the thesis.
DOI: 10.6084/m9.figshare.29046647.v1
title: Questionário de Avaliação Diagnóstica - QAD - Nível de Maturidade do Gerenciamento de Infraestrutura TIC Governo

description: O presente questionário visa avaliar a maturidade dos processos de gerenciamento de infraestrutura de TI com base nas práticas técnicas do ITIL 4. Ele pode ser aplicado a qualquer organização, independentemente da adoção formal do framework, incluindo municípios de diferentes portes. O objetivo é identificar pontos fortes e áreas de melhoria para implementar ou aprimorar práticas de gestão da infraestrutura.
DOI: 10.17632/5yhggs7zy7
title: The Dataset for Pork Adulteration from Electronic Nose System

description: E-nose can be used for food authentication and adulteration assessment. Recently, halal authentication has gained attention because of cases of pork adulteration in beef. In this study, The electronic nose was built using nine MQ series gas sensors from Zhengzhou Winsen Electronics Technology Co., Ltd for detection pork adulteration in beef. The list of gas sensors are MQ2, MQ4, MQ6, MQ9, MQ135, MQ136, MQ137, and MQ138. These gas sensors were assembled with an Arduino microcontroller. For data communication, a universal serial bus (USB) interface was used to transfer the signals from the microcontroller to the computer. The gas sensors were placed in a sample chamber made of transparent glass.
DOI: 10.17632/zj4x3426hv
title: Multiprotein bridging factor 1 is required for robust activation of the integrated stress response on collided ribosomes

description: The multiprotein bridging factor 1 (Mbf1) proteins comprise a family of conserved eukaryotic proteins thought to mediate the activity of stress-induced transcription factors. In yeast, Mbf1 has been proposed to function in the integrated stress response (ISR) by mediating a direct interaction between the basal transcription machinery and the process’s key effector Gcn4. Curiously, mounting recent evidence has strongly suggested that the factor (and its human homologue) is recruited to collided ribosomes, the very signal newly recognized to activate the ISR. Here we provide data that connect these otherwise seemingly disparate functions of Mbf1. Our findings reveal that Mbf1 functions as a core factor in the ISR process, responding early to stress and mediating the activation of Gcn2. We further show that the factor serves no role as a transcriptional coactivator of Gcn4; instead, Mbf1 and its human homologue are required for optimal stress-induced eIF2 phosphorylation and downstream de-repression of GCN4/ATF4 translation. Detailed mutational and biochemical analysis, together with a cryo-EM structure of the factor bound to collided ribosomes, shows that Mbf1’s contribution to the ISR is mediated through its interaction with ribosomes. Collectively, our data establish that Mbf1 functions in signaling by acting as a direct sensor of stress-induced ribosome collisions.
DOI: 10.6084/m9.figshare.26403442.v1
title: Markers, QC results and generated models

description: This zip file include markers, inter-annotators variability data, quality control results and generated lumbosacral spine models with spinal nerve roots.
DOI: 10.6084/m9.figshare.28615094.v3
title: Organic fertilizer on AM fungi_Meta_publication information

description: Publication information related to the global meta-analysis of the impact of organic fertilizers on AM fungi
DOI: 10.6084/m9.figshare.5838408.v1
title: Charging 26650.txt

description: EIS spectra of a LiFePO4/Graphite 26650 cylindrical cell, at different SOCs (state-of-charge).[Charging mode]<br>Loop 0-8 (from 0% to 100% SOC, increment= 12.5%)