cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.4982981.v1
title: Velociraptor hindlimb musculoskeletal model

description: This project consists of the SIMM model files for the IGM985/986 Velociraptor mongoliensis specimens (housed at AMNH at the time) used in the following book chapter:<br>Hutchinson, J.R., Miller, C.E., Fritsch, G., Hildebrandt, T. 2008. The anatomical foundation for multidisciplinary studies of animal limb function: examples from dinosaur and elephant limb imaging studies.In: Frey R., Endo, H. (eds.), Anatomical Imaging: Towards a New Morphology. Berlin: Springer-Verlag, pp. 23-38. <br>It includes these files:1) A "bones" folder with .ASC format polygonal meshes at low resolution, as described in the above paper.2) .jnt and .msl files ("veloc_J12b" and "veloc_M12b") that are used by proprietary SIMM software (version 7.0) to run the model; these can be opened as text files in typical text applications.3) A snapshot of the SIMM model (.tif image).4) A pdf of the chapter that described the model. (NOT covered by the CC-BY license but shared due to limited availability otherwise)<br>Note that the SIMM model has undergone very minor changes from the 2008 paper's model.<br>SIMM software is commercial and available at: http://www.musculographics.com/html/products/SIMM.html<br>The model can, in theory, be imported into the free, open source musculoskeletal modelling package OpenSim, but there may be file conversion issues. See http://opensim.stanford.edu/ for more information.<br>As John R. Hutchinson made this model he is listed as the sole author here on this data record.
DOI: 10.6084/m9.figshare.19312097.v1
title: Wine PDO regulatory information aggregated based on category of wine product

description: A .csv file that includes the regulatory information of wine PDO aggregated based on the category of wine product.
DOI: 10.6084/m9.figshare.21975419.v1
title: Microbiota raw data.csv

description: This is a raw data of a sequencing analysis.
DOI: 10.6084/m9.figshare.26308042.v1
title: Raw data and label descriptions

description: The purpose was to associate volume and symmetry of limbic system structures with the presence and persistence of common symptoms in mTBI patients. Data are provided for 524 civilian adults (aged 18-82) with mild TBI. Age (18-82), sex, time between injury and examination or MRI scan, loss of consciousness, and cause of injury are provided. Sagittal 3D T1-weighted sequences with 1.2mm thick slices (voxel size 0.93mm x 0.93mm x 1.2mm) volumetrics for the limbic system structures (Amygdala, Parahippocampal gyrus, Hippocampus, Entorhinal.Cortex, Rostral.Anterior.Cingulate, Caudal.Anterior.Cingulate, Posterior.Cingulate, Isthmus.Cingulate, Lateral.Orbitofrontal, Medial.Orbitofrontal, Ventral.Diencephalon, Nucleus.Accumbens, Thalamus) were obtained using NeuroQuant software, resulting in an interval-censored dataset. Volumes were adjusted based on the intracranial volume. Dataset is provided as an Excel file with a separate tab detailing labels.
DOI: 10.6084/m9.figshare.5211568.v2
title: Goodness of Fit of Logistic Regression Models for Random Graphs

description: Logistic regression is a natural and simple tool to understand how covariates contribute to explain the topology of a binary network. Once the model is fitted, the practitioner is interested in the goodness of fit of the regression to check if the covariates are sufficient to explain the whole topology of the network and, if they are not, to analyze the residual structure. To address this problem, we introduce a generic model that combines logistic regression with a network-oriented residual term. This residual term takes the form of the graphon function of a <i>W</i>-graph. Using a variational Bayes framework, we infer the residual graphon by averaging over a series of blockwise constant functions. This approach allows us to define a generic goodness-of-fit criterion, which corresponds to the posterior probability for the residual graphon to be constant. Experiments on toy data are carried out to assess the accuracy of the procedure. Several networks from social sciences and ecology are studied to illustrate the proposed methodology. Supplementary material for this article is available online.
DOI: 10.17632/fzs5ph5p8s
title: CyTOF - MS Twin Study

description: Mass cytometry data of PBMCs of 57 monozygotic twin pairs discordant for multiple sclerosis. Samples were barcoded in two batches using a restricted combinatorial 9-choose-3 barcoding strategy using anti-CD45 mAbs. In addition to data of unmanipulated cells (surface panel) intracellular cytokine expression was determined in PBMCs of 25 twin pairs after ex vivo activation using phorbol 12-myristate 13-acetate and ionomycin (intracellular cytokine panel).
DOI: 10.25403/upresearchdata.20348802.v1
title: Synthesis of vanadium dioxide and efficient strategy to improve its electrochemical performances as electrode materials for supercapacitor applications

description: In this work, vanadium dioxide was synthesized via a solvothermal process by using an electric oven. Vanadium dioxide (VO2), pseudocapacitive material, has several oxidation states and good specific capacitance as-compared to electrical double layer capacitor (EDLC) materials. However, it has a low electrical conductivity and lack of cycling stability. To improve vanadium dioxide supercapacitor performance, it is combined with reduced graphene oxide (rGO), EDLC material, to fabricate nanocomposite materials. rGO possesses a good electrical conductivity and high cycling stability, then a good material for enhancing VO2 electrochemical properties. Nevertheless, rGO is limited by the restacking of the nanosheets, which lowers its specific capacitance. Therefore, to prevent rGO from restacking, it was doped firstly using sulphur (S) and secondly using nitrogen (N) by adopting suitable strategies, effectively enhancing vanadium dioxide electrochemical performances as electrode material for supercapacitor applications. Structural, textural, morphological, and elemental mapping/composition properties were investigated by X-ray diffraction (XRD), Raman spectroscopy, N2 adsorption-desorption, field emission scanning electron microscope (FE-SEM), and energy dispersive X-ray spectroscopy (EDX) techniques to characterize the prepared materials. The electrochemical performances were evaluated through cyclic voltammetry (CV), galvanostatic charge/discharge (GCD), and electrochemical impedance spectroscopy (EIS) in both three and two-electrode configurations using aqueous electrolytes.
DOI: 10.25446/oxford.21583056.v1
title: Impact of district education policies on learning: PPG Selectivity

description: This study forms part of the teams Reform Area B workstream that focusses on decentralisation and district innovations through four specially selected innovative districts that will be used as "learning laboratories" to generate findings. In each district, the team studies a particular system innovation and its impact on learning outcomes. Some of these innovations are co-designed with the district government.
DOI: 10.6084/m9.figshare.1525086.v1
title: POLEN23E

description: Image dataset for training and testing computer vision software for pollen identification. Anadenanthera colubrina - http://dx.doi.org/10.6084/m9.figshare.1524247 Arecaceae - http://dx.doi.org/10.6084/m9.figshare.1524283 Arrabidaea florida - http://dx.doi.org/10.6084/m9.figshare.1524320 Cecropia pachystachya - http://dx.doi.org/10.6084/m9.figshare.1524356 Chromolaena laevigata - http://dx.doi.org/10.6084/m9.figshare.1524392 Combretum discolor - http://dx.doi.org/10.6084/m9.figshare.1524428 Croton urucurana - http://dx.doi.org/10.6084/m9.figshare.1524464 Dipteryx alata - http://dx.doi.org/10.6084/m9.figshare.1524501 Eucalyptus - http://dx.doi.org/10.6084/m9.figshare.1524537 Faramea - http://dx.doi.org/10.6084/m9.figshare.1524573 Hyptis - http://dx.doi.org/10.6084/m9.figshare.1524609 Mabea fistulifera - http://dx.doi.org/10.6084/m9.figshare.1524645 Matayba guianensis - http://dx.doi.org/10.6084/m9.figshare.1524681 Mimosa somnians - http://dx.doi.org/10.6084/m9.figshare.1524753 Myrcia - http://dx.doi.org/10.6084/m9.figshare.1524789 Protium heptaphyllum - http://dx.doi.org/10.6084/m9.figshare.1524826 Qualea multiflora - http://dx.doi.org/10.6084/m9.figshare.1524862 Schinus terebinthifolius - http://dx.doi.org/10.6084/m9.figshare.1524898 Senegalia plumosa - http://dx.doi.org/10.6084/m9.figshare.1524935 Serjania laruotteana - http://dx.doi.org/10.6084/m9.figshare.1524972 Syagrus - http://dx.doi.org/10.6084/m9.figshare.1525008 Tridax procumbens - http://dx.doi.org/10.6084/m9.figshare.1525046 Urochloa decumbens - http://dx.doi.org/10.6084/m9.figshare.1525085
DOI: 10.6084/m9.figshare.16828246.v1
title: data_china_study_ntms.dta

description: The dataset contains data on determining the influence of NTMs on the level of export sophistication of exports to China. It contains the variables for the paper titled 'Do Chinese Technical NTMs Increase the Exports of Less Sophisticated Products to China?'<br>
DOI: 10.6084/m9.figshare.20863528.v1
title: Climate Niche Breadth (CNB)

description: The dataset contains the raster layers (in .TIF format) and the R scripts used to generate the map of Climate Niche Breadth (CNB). CNB was calculated using the R as follows: first we calculated the standard deviation (SD) for each bioclimatic variable of worldclim, subsequently we normalized all values between 0 and 1 and, finally, we summed all SD for each pixel. Higher values represent broad (climate) niches whereas lower values narrow niches.
DOI: 10.6084/m9.figshare.27995996.v2
title: <i>Obscuromonas volfi</i> predicted proteins

description: Protein-coding genes of <i>Obscuromonas</i> spp. were predicted and annotated by Companion Protozoa v1.0.2 (Steinbiss et al. 2016). Predicted proteins shorter than 30 aa were removed from the datasets.
DOI: 10.6084/m9.figshare.28498769.v1
title: Chlorhexidine vs routine foot washing to prevent diabetic foot ulcers: a randomized clinical trial

description: We conducted the Preventing Diabetic Foot Ulcers through Cleaner Feet Trial as a single center, double blind (participant, outcome assessor), placebo-controlled parallel group, Phase 2b randomized clinical trial at the Baltimore Veterans Affairs (VA) Medical Center. Our objective was to evaluate the effect of daily foot care with wipes containing 2% chlorhexidine compared to daily foot care with wipes containing soap and water and no chlorhexidine for 1 year on the risk of developing new foot complications (including chronic foot ulcer, foot infection, or foot amputation) in Veterans with diabetes. We also aimed to determine if the chlorhexidine intervention increased chlorhexidine resistance in diabetic foot infection pathogens.Trial Registration: ClinicalTrials.gov Identifier: NCT03503370Dataset 1 – Demographics and health characteristics for all enrolled participants. Also includes treatment group and primary outcome data for randomized participants.Dataset 2 – Data for secondary outcome for randomized participantsDataset 3 – All adverse events
DOI: 10.17632/yzsxcvc8dp
title: PHELE: Completely Labelled Image Dataset for Physical Hazards of the Elderly Living Environment

description: The primary objective of the PHELE dataset is to facilitate the development of computer vision models and algorithms that can automatically detect potential hazards, which may pose a significant risk to the security and overall quality of life of the elderly. The dataset encompasses a diverse range of images, representing both indoor and outdoor settings commonly encountered in the living environments of elderly individuals. Each image in the dataset is accompanied by comprehensive labels and annotations. The labels denote different types of physical hazards that can exist in the living environment of the elderly, including but not limited to: Fire, Dog, Cat, Mouse, Chair,Hazardous electrical cords or wires, Loose or uneven carpets/rugs, Uneven or broken steps/staircases, Sharp edges or objects,Bed bugs, Mold/dampness, Peeling paint, Animal hair, Wet floor, Glass fragment.
DOI: 10.6084/m9.figshare.12108507.v1
title: Pollen_data_JGR_2007.xls

description: Pollen data from the northern foreland basin of Tian Shan
DOI: 10.6084/m9.figshare.12129054.v1
title: Core genome Multi-Locus Sequence Typing schema of Mycoplasma anserisalpingitidis

description: Mycoplasma anserisalpingitidis core genome Multi-Locus Sequence Typing (cgMLST) schema.
DOI: 10.6084/m9.figshare.28873859.v1
title: data_collection_trunk_diameter_mango.xlsx

description: Mango trees, scientifically known as <i>Mangifera indica</i>, exhibit significant trunk diameter growth over the years. The growth rate can vary based on soil quality, climate, and pruning practices. Mango trees can proliferate, with trunk diameters increasing steadily each year.
DOI: 10.6084/m9.figshare.902191.v1
title: Gaussian Job Archive for C9H7F9O2S

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.17632/fsjhhrw2y8
title: Aalto Shim Dataset

description: Synthetic gear failure dataset for rotary machinery, specifically azimuthing thruster. Dataset consisting of vibrational data. 
The data has been collected using an 9:1 scaled azimuth thruster testbench with 11 sensors; 2 torque transducers, 4 accelerometers and 5 rotational encoders. 2 Bosch Rexroth motors used to drive and simulate load on the system. The sensors and motors were hooked up to National Instruments DAQs and LabVIEW software was used to control the whole system. Failures created by gluing shims onto pinion of bevel gear pairing.
DOI: 10.23641/asha.27183684.v1
title: Word characteristics and vocabulary learning (Roettgen et al., 2024)

description: <b>Purpose: </b>One challenge to the design and delivery of effective vocabulary intervention is the selection of vocabulary targets. The purpose of this study was to examine the relation of word characteristics to vocabulary learning from explicit vocabulary intervention.<b>Method: </b>This study was a secondary analysis of data from two recent efficacy studies of an explicit vocabulary intervention delivered to preschool children (<i>Story Friends</i>). Taught vocabulary words were coded for concreteness, imageability, and shape using the perceptual accessibility continuum.<b>Results: </b>Multilevel modeling indicated that perceptual accessibility predicted vocabulary learning. Of the perceptual accessibility components, concreteness and imageability contributed significantly to the model, but shape did not. Higher vocabulary learning was observed for words rated more perceptually accessible.<b>Conclusions: </b>Preschool children’s vocabulary learning was predicted by perceptual accessibility characteristics of taught words. Findings contribute to the body of evidence to guide the selection and sequencing of vocabulary targets for effective vocabulary intervention.<b>Supplemental Material S1.</b> List of <i>Story Friends</i> words with perceptual accessibility scores and vocabulary knowledge scores.Roettgen, G., Peters-Sanders, L., Hadley, E. B., Goldstein, H., & Kelley, E. S. (2024). The influence of word characteristics on preschoolers’ vocabulary learning. <i>Perspectives of the ASHA Special Interest Groups</i>, <i>9</i>(6), 1551–1561.<i> </i>https://doi.org/10.1044/2024_PERSP-24-00048
DOI: 10.6084/m9.figshare.11777901.v1
title: Supplementary Material for: Lack of Association between Pretransplant Donor-Specific Antibodies and Posttransplant Kidney Outcomes in Simultaneous Liver-Kidney Transplant Recipients with Rabbit Anti-Thymocyte Globulin Induction and Steroid-Free Protocol

description: <b><i>Introduction and Objective:</i></b> The impact of pretransplant donor-specific antibodies (DSAs), especially class II DSAs, on kidney allograft outcomes remains unclear in simultaneous liver-kidney transplantation (SLKT) recipients. <b><i>Methods:</i></b> We examined 85 recipients who consecutively underwent SLKT between 2009 and 2018 in our center. Associations between pretransplant DSA and worsening kidney function (WKF), kidney allograft loss, composite kidney outcome (WKF and/or antibody-mediated rejection and/or death-censored kidney allograft loss), death with functioning graft, and overall mortality were examined in survival analysis. WKF was defined as an eGFR decrease of 30% or greater from baseline, or 2 or more episodes of proteinuria, at least 90 days apart from each other. <b><i>Results:</i></b> The mean age at SLKT was 56 ± 10 years, and 62% of the recipients were male. More than one quarter (26%) of our recipients were African American. The 2 major causes of end-stage liver disease were hepatitis C (28%) and alcoholic hepatitis (26%). Nineteen recipients (22%) had pretransplant DSAs at the time of SLKT. The DSA(+) group and DSA(−) group had similar risk of WKF (unadjusted model: hazard ratio [HR] = 0.77, 95% confidence interval [CI]: 0.29–2.05 and adjusted model: HR = 0.36, 95% CI: 0.12–1.08); similar risk of composite kidney outcome (unadjusted model: HR = 1.04, 95% CI: 0.45–2.43 and adjusted model: HR = 0.53, 95% CI: 0.20–1.39); and similar risk of overall death (unadjusted model: HR = 1.23, 95% CI: 0.45–3.36 and adjusted model: HR = 1.28, 95% CI: 0.42–3.87). We found similar results when comparing different DSA subclasses (class I and II DSAs) with recipients without DSAs. <b><i>Conclusions:</i></b> The presence of pretransplant DSAs was not associated with worse kidney allograft outcomes from our single-center experience. Further prospective larger studies are strongly warranted.
DOI: 10.6084/m9.figshare.14882307.v3
title: Mobile Banking Adoption and Usage among Malaysians of Generation Y

description: By 2018, the Malaysian mobile banking services made the third largest amount of banking transactions following credit card and internet banking. Besides, it is significantly contributing to the banking industry by providing greater ease of transactions to the banking consumers. This study examines factors affecting the intention to use and the actual use of mobile banking services in Malaysia. Two main theories of unified theory of acceptance and use of technology – extended version (UTAUT2) and the model of perceived risk are used to propose a modified framework. Using questionnaires, the data are collected from 504 respondents. The data is analyzed by SPSS and PLS-SEM to acquire the findings. The findings of the study reveals that the independent variables can explain 55.3% variance in mobile banking use and 60.3% variance in Intention to use variables. Moreover, it demonstrates that common factors that have affected significantly on the actual use and intention to use of mobile banking are habit, facilitating condition, interface design quality. Whereas Perceived risk and intentional use are found to have significant impacts on only the use of mobile banking, while effort expectancy is found to have only significant impact on only the intention to use.
DOI: 10.6084/m9.figshare.25712205.v2
title: Draft Genome of Roscoea debilis

description: Draft Genome of Roscoea debilis
DOI: 10.6084/m9.figshare.28512464.v2
title: Carbon Mitigation Potential in Building Design: A Region-Specific LCA Approach for Nature-Based Construction

description: We conduct a transparent LCA comparing mid-rise housing typologies in Germany, Indonesia, and Bhutan, systematically assessing conventional and nature-based construction to reflect current practices and future material choices. The supplementary data for <i>Carbon Mitigation Potential in Building Design: A Region-Specific LCA Approach for Nature-Based Construction</i> includes a short explanation of the included LCA modules, detailed material layers for all typologies assessed, building-component-results per LCA module and whole-building results in different units for comparability.
DOI: 10.6084/m9.figshare.3381271.v1
title: Simultaneous Estimation of Amoxycillin and Potassium Clavulanate in Injection Formulation By simultaneous equation method and its validation

description: A simple, fast and precise simultaneous equation method has been developed for simultaneous determination of Amoxycillin (AMX) and Potassium clavulanate (PTC)in injection formulation. The absorption maxima were found to be 246.6 nm for AMX and 257.6 nm for PTC in 0.1M NaOH used as the solvent. The linearity for these drugs at the selected wavelengths lies between 0-200 μg/ml for AMX and 0-75 μg/ml for PTC. The concentrations of these drugs were evaluated in laboratory mixture and marketed formulation. Accuracy was determined by recovery study from injection dosages forms were found to be 99.75 for AMX and 99.08 for PTC.Precision of method was determined as repeatability, day to day and analyst to analyst variation and a show the value within acceptable limit i.e R.S.D was found to be less than 2 percent).RESULTS AND DISCUSSIONThe UV spectra of AMX and PTC, obtained from different solvent (methanol, water, 0.1mHCl and 0.1M NaOH) were studied. The wavelength maximum of the main band was found to be dependent of solvent effects. In water lmax found to be 228nm AMX and 222nm for PTC, butthe injection powder was turbid and non filterable. Also the lmax of both drugs found to be very close. In 0.1M HCl drug is freely soluble and lmax found to be 229nm AMX and224.2nm for PTC but the drug stock solution were dark and yellowish in colour. In methanol drug is slightly soluble and ?max found to be 232nm AMX and 220.8nm for PTC, but as per solvent effect ( Bathochromic shift ) the lmax of PTC could not be considerable. In case of 0.1M NaOH the drug is freely soluble and ?max found to be 246.8nm AMX and 257.6nm for PTC. Thus at the end of these studies 0.1M NaOH was selected as best solvent because it fulfill all the parameters required for simultaneous estimation and also to avoid the time gain while preparing solution and cost saving by eliminating the purchase and disposal of organicsolvent. After considering the solubility, stability and economic feature for both the drugs, 0.1M NaOH was selected as the solvent. From the characteristic spectra of the two drugs ?max was observed at 246.8nm & 257.6nm for AMX and PTC respectively. The linearity was observed in the range of 0-200 ìg per ml for AMX and 0-75 ìg per ml for PTC in the selected solvent.CONCLUSIONThe present work concerned with method development and its validation for simultaneous estimation of Amoxycillin and Pot.Clavulanate by simultaneous equation method.The methodinvolved responses were measured for a series of dilutions, in concentration range of 10-50mg/ml for Amoxycillin and 2-10mg/ml for Pot. Clavulanate at their selected wavelength. The value of relative standard deviation (R.S.D.) for the validation parameters (linearity, repeatability intermediate and precision) was found below 2 hence this method can be used in the laboratories for estimation of this combination.<br>
DOI: 10.6084/m9.figshare.3551475.v1
title: Appendix D. Testing for specialization under the multinomial model, using a super-majority threshold.

description: Testing for specialization under the multinomial model, using a super-majority threshold.