cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/h8k5ghvhgh
title: A survey dataset on the perception of public-sector corruption in Mauritius and a framework analysis of corruption court cases

description: Two datasets comprising a survey dataset and a Content Analysis of court judgments on public corruption in Mauritius are provided. The data have been processed and analysed in the context of a study which sought to answer the following two research questions: A. How do citizens of Mauritius assess the effectiveness of the national anticorruption agency in fighting public-sector corruption? B. How are alleged corruption offences by public officials, under the Prevention of Corruption Act 2002 (PoCA), resolved by the courts of law? A questionnaire was developed and administered on a random sample of 600 persons to gauge public opinion on the perceived seriousness of the phenomenon of public-sector corruption and the perceived effectiveness of the Independent Commission against Corruption(ICAC) in fighting public corruption. After piloting the questionnaires on 20 persons and testing for validity and reliability, two research assistants were recruited and trained to administer the questionnaires. The exercise was carried out from 3 September 2018 to 12 April 2019 and data was collected using a five-point Likert scale. Out of 600 persons, who were randomly selected to represent the Mauritian population, 396 valid responses were obtained. In the first instance, the survey data were analysed and specific responses were then cross-validated against an analysis of court judgments to find out whether or not the respondents’ perception of the prosecutorial efficacy of the ICAC was justified. The survey findings reveal that citizens have a negative opinion on ICAC’s effectiveness and this perception is justified and validated by the content analysis exercise, to confirm poor prosecutorial performance. The study seeks to sensitise decision-makers on the need to instil public trust by clarifying specific provisions of the anticorruption legislation and adopting a proactive approach by setting up an integrity system within public organisations to address public corruption. The survey questionnaire, survey data and the data used in the inferential analysis are provided.
DOI: 10.6084/m9.figshare.12726839.v2
title: Top100 (+-1.5 log-fc and 0.05 p-value threshold applied) DESeq2 Results for 52 Drugs

description: Detailed Output of 52 Drugs' Pathway Enrichment<br>After DESeq2 determined DEGs , their respective logfc and p-values can be seen for the comparison of resistant cell lines gene expression versus sensitive cell lines' gene expression to interested and indicated certain drug.
DOI: 10.17632/vk6fj6yjtf
title: Spherical harmonic–based DEM in LAMMPS: Implementation, verification and performance assessment

description: Particle shape plays a major role in the behaviour of most granular systems. This has led to increasing interest in the representation of arbitrarily shaped particles in discrete element method (DEM) simulations. In this paper, we present a simulation approach based on the representation of particle shapes using spherical harmonics where their radii can be calculated in spherical coordinates. An energy-conserving contact model is adopted which is based on the volume of overlap between interacting particles. Contact detection makes use of the bounding spheres of the interacting particles, simplifying its incorporation within a conventional sphere-based DEM code. The volume of overlap and other required quantities are calculated using Gaussian quadrature integration of the spherical cap formed by the bounding spheres. Both the accuracy and the computational cost increase with the number of quadrature points. The algorithm has been implemented as a LAMMPS user package, and verified by means of energy conservation. The performance and parallel scaling of the approach are illustrated, and an observed scaling limitation owing to load imbalance arising from the evaluation of the overlap volume is discussed.
DOI: 10.6084/m9.figshare.27153684.v2
title: Effects of arbuscular mycorrhizal fungi on the growth and competition between invasive and native plants under different forms of soil nitrogen

description: Studies show that arbuscular mycorrhizal fungi (AMF) facilitate invasion of alien plants and demonstrated the enhanced mutualism hypothesis (EMH) of plant invasion. AMF prefer to take up and transfer more ammonia (NH<sub>4</sub><sup>+</sup>) than nitrate (NO<sub>3</sub><sup>−</sup>) to plants. However, few studies have investigated response of EMH to soil N forms. Therefore, two invasive and two native plants in the Asteraceae family were selected for a common garden experiment involving different N forms (NH<sub>4</sub><sup>+ </sup>vs. NO<sub>3</sub><sup>−</sup>), AMF treatments (−AMF, +AMF, mycelium) and competition conditions (monoculture vs. mixture).
DOI: 10.6084/m9.figshare.28027745.v1
title: agency_table

description: Data and Dofile for the Agency Table.
DOI: 10.17632/mf82zr45pt
title: Data for: An improved discrete Harris Hawks optimization algorithm for the no-wait job shop problem to minimize total weighted tardiness

description: Data for: An improved discrete Harris Hawks optimization algorithm for the no-wait job shop problem to minimize total weighted tardiness
DOI: 10.6084/m9.figshare.5687830.v1
title: The influence of color on the consumer's experience of beer

description: This fileset provides the supplementary materials to the following article: <br>Reinoso Carvalho F, Moors P, Wagemans J and Spence C (2017) The Influence of Color on the Consumer’s Experience of Beer. Front. Psychol. 8:2205. doi: 10.3389/fpsyg.2017.02205<br>It contains an HTML and PDF file of the code used to analyze the data and create the figures reported in the manuscript. In addition, some additional analyses are reported.
DOI: 10.17632/5wzxxh8vzy
title: Data for: Fabrication and mechanical properties of WC-10Co cemented carbides with plate-like WC grains
DOI: 10.17632/s45srzvmfk
title: Fuel Additive Effect on Fifteen Heavy Duty Diesel Vehicle Fleets

description: Ground vehicles considered in this analysis used approximately 475,000 liters of treated fuel and covered a total of 14 million kilometers using CG-7 fuel additive. The number of test vehicles (538), extensive testing period and significant distance traveled gives great confidence in the result. The combined average weighted fuel saving due to using CG-7 fuel additive is calculated to be approximately 9.7%.
DOI: 10.17632/p3ttck9gbt
title: Drivers of the future of Peruvian Food Startups - 2040

description: The table presents a comprehensive view of the various factors driving changes in the future of food startups in Peru, and offers a combination of current data on each driver. This information is of great importance for various institutions and governing bodies to understand and take action for future changes in the field of foodtech entrepreneurship.
DOI: 10.17632/pzn4vh2drh
title: Data for: System-Level Prognosis and Health Monitoring Modeling Framework and Software Implementation for Gas Pipeline System Integrity Management

description: DISCRETIZED NODES OF THE DBN INTERNAL AND EXTERNAL CORROSION MODELS
DOI: 10.17632/4tpmdzxtf6
title: MetalHydrideEnth

description: Database linking crystal structure, Materials project id, and experimental enthalpy of hydride formation in various metals/intermetallics. Information for the source of the experimental value is provided, along with DOI where available. Also, data is labeled according to data_set value, where 1 labels data points used in training, 2 labels data points used for validation, and 3 are data points used in the test. Data_set=0 are data points not used in model development. In addition, the model and scaler are provided. More details can be found in K.Batalovic et al., 'Predicting heat of hydride formation by the graph neural network – exploring structure-property relation for metal hydrides '.
DOI: 10.17632/x4vr9vpmv7
title: The Staphylococcus aureus iron-regulated surface determinant A (IsdA) increases SARS CoV-2 replication by modulating JAK-STAT signaling WESTERN BLOTS

description: western blot images related to Figure S3, S6 and S8.
DOI: 10.6084/m9.figshare.5695864.v1
title: Evaluation of anaerobic threshold in non-pregnant and pregnant rats

description: ABSTRACT Several studies present different methodologies and results about intensity exercise, and many of them are performed in male rats. However, the impact of different type, intensity, frequency and duration of exercise on female rats needs more investigation. From the analysis of blood lactate concentration during lactate minimum test (LacMin) in the swimming exercise, the anaerobic threshold (AT) was identified, which parameter is defined as the transition point between aerobic and anaerobic metabolism. LacMin test is considered a good indicator of aerobic conditioning and has been used in prescription of training in different exercise modalities. However, there is no evidence of LacMin test in female rats. The objective was to determine AT in non-pregnant and pregnant Wistar rats. The LacMin test was performed and AT defined for mild exercise intensity was from a load equivalent to 1% of body weight (bw), moderate exercise as carrying 4% bw and severe intensity as carrying 7% bw. In pregnant rats, the AT was reached at a lower loading from 5.0% to 5.5% bw, while in non-pregnant the load was from 5.5% to 6.0% bw. Thus, this study was effective to identify exercise intensities in pregnant and non-pregnant rats using anaerobic threshold by LacMin test.
DOI: 10.17632/5hvmnbtzw4
title: Machine learning-assisted matrix-assisted laser desorption/ionization time-of-flight mass spectrometry toward rapid classification of milk products

description: Supplemental material for article "Machine learning-assisted matrix-assisted laser desorption/ionization time-of-flight mass spectrometry toward rapid classification of milk products"
DOI: 10.17632/2bf8vmrgw8
title: Sulfur geochemistry of the Salitre Formation phosphorites

description: Comma-delimited version of table containing measured δ34S of CAS, PAS, CRS, and pyrite in phosphatic and non-phosphatic microfacies of the Salitre Formation.

Sample ID includes abbreviation for stratigraphic column and locality, as well as numbers indicating stratigraphic height and lateral distance in a measured section (both in meters) from a datum for the given column, or depth in a drill core (in cm) from the top of the core. Powders collected from the same hand samples (within centimeters of each other) are indicated with lowercase letters a-c. Note: Aris = Aristeia, Min = Minotaur, Cer = Cerberus, FuroV = CBPM Core 5, and FuroX = CBPM Core 10. 

Locality/Section names, stratigraphic columns, and geographic location are provided in Sanders and Grotzinger (2021), Sanders et al. (2023), and Sanders et al. (submitted).

Microfacies A = carbonate-cemented grainstone, B = carbonate-cemented grainstone adjacent to phospatic digitate stromatolite buildup, C = carbonate-cemented grainy inter-stromatolite fill, D = carbonate-cemented laminated mudstone, E = carbonate-cemented stromatolite laminae, and F = CFA-cemented stromatolite laminae. 

CAS = trace structural sulfate in the lattice of the indicated carbonate mineral(s), collected via protocols for trace sulfate extraction and purification, and measured via ICP-MS. PAS = trace structural sulfate in the lattice of the indicated phosphate mineral, collected via protocols for bulk phosphate-associated sulfate extraction, and measured via EA-IRMS. CRS = chromium-reducible sulfur, extracted and fixed as Ag2S from acid-insoluble residues, representative of sulfur in the lattice of pyrite measured via EA-IRMS. “Pyrite” and “pyrite/marcasite/pyrrhotite” refer to SIMS measurement of structural sulfur in individual crystals or aggregates of crystals.  

‰ is expressed with respect to Vienna Canyon Diablo Troilite (VCDT). 

Works Cited: 

1. Sanders C. B., Eiler J. C. and Grotzinger J. P. (2023) Paragenesis of an Ediacaran carbonate-platform phosphorite: Constraints from optical petrography and texture-specific clumped isotope paleothermometry. Sediment. Geol. 444, 106316. Available at: https://doi.org/10.1016/j.sedgeo.2022.106316.

2. Sanders C. and Grotzinger J. (2021) Sedimentological and stratigraphic constraints on depositional environment for Ediacaran carbonate rocks of the São Francisco Craton: Implications for phosphogenesis and paleoecology. Precambrian Res. 363, 106328. Available at: https://doi.org/10.1016/j.precamres.2021.106328.

3. Sanders C., Present T., Marroquin S. and Grotzinger J. (submitted) Sulfur geochemistry of the Salitre Formation phosphorites: Implications for the role of microbial ecology, sulfur cycling in phosphogenesis on an Ediacaran carbonate platform. Geochim. et Cosmochim. Acta.
DOI: 10.6084/m9.figshare.20761522.v1
title: Additional file 3 of Combined protein and transcript single-cell RNA sequencing in human peripheral blood mononuclear cells

description: Additional file 3: Data S2. (separate excel file). Data underlying Figure 6, random forest model.
DOI: 10.15468/dl.xx67qj
title: Occurrence Download

description: A dataset containing 2479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Amphimallon solstitiale (Linnaeus, 1758)"
 ]
}

 The dataset includes 2479 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009174-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/z72tgw2phx
title: Dataset for: Measuring local competitiveness: comparing and integrating two methods PCA and AHP.

description: The dataset presents the socioeconomic data that was used to built the 24 local indicators for a selection of 63 municipalities in Poland. Furthermore, these local indicators were processed by the Principal Component Analysis (PCA) and the Analytical Hierarchy Procedure (AHP) in order to obtain the singular index that measures the competitiveness of each examined municipality. Following the research question of the study related to this dataset we asked if the competitiveness indexes obtained by the PCA and AHP are comparable in the situation of secondary data as presented. In order to answer the research question the rankings of the municipalities competitiveness indexes were created. Moreover, a mixed methods approach was taken resulting in additional two sets of local competitiveness indexes developed by the mixed method no 1 and no 2. The integration of the methods lied in applying the structure of the PCA and AHP models to the weights generated by each technique to the 24 indicators. Hence, we yielded two mix models between the one method model structure with the other method yielded weights values. By the non parametric testing we were able to check the magnitude of convergence between the PCA and AHP generated local competitivness indexs. Statistical observation of the indexes rankings allows for interpretation of the degree of comparable results from the two, different in principles the PCA and AHP multicriteria decision-making methods.
DOI: 10.17632/g7m7wk9fh3
title: Data for: Calreticulin stabilizes F-actin by acetylating actin and protects microvascular endothelial cells against microwave radiation

description: Effects of microwave radiation and CRT incubation on F-actin arrangement in HMECs. We evaluated the actin cytoskeleton and demonstrated that high-power microwave radiation inhibited actin polymerization, thus disrupting the F-actin arrangement.
DOI: 10.17632/mtgyvsfzyg
title: Histogram-free multicanonical Monte Carlo sampling to calculate the density of states

description: We report a new multicanonical Monte Carlo algorithm to obtain the density of states for physical systems with continuous state variables in statistical mechanics. Our algorithm is able to obtain a closed-form expression for the density of states expressed in a chosen basis set, instead of a numerical array of finite resolution as in previous variants of this class of MC methods such as the multicanonical sampling and Wang-Landau sampling. This is enabled by storing the visited states directly and avoiding the explicit collection of a histogram. This practice also has the advantage of avoiding undesirable artificial errors caused by the discretization and binning of continuous state variables. Our results show that this scheme is capable of obtaining converged results with a much reduced number of Monte Carlo steps, leading to a significant speedup over existing algorithms.
DOI: 10.17632/26py5zz9f8
title: OSSCAR, an open platform for collaborative development of computational tools for education in science

description: In this paper we present the Open Software Services for Classrooms and Research (OSSCAR) platform. OSSCAR provides an open collaborative environment to develop and access educational resources in the form of web applications, for which various deployment methods are discussed and compared. To minimize efforts in the creation and use of new educational material, OSSCAR combines software tools that have emerged as standards with custom domain-specific ones. The technical solutions adopted to create and distribute content are described and motivated on the basis of reliability, sustainability, ease of uptake and use. Examples from courses in the domains of physics, chemistry, and materials science are shown to demonstrate the style and level of interactivity of typical applications. The tools presented are easy to use, and create a uniform and open environment exploitable by a large community of teachers, students, and researchers with the goal of facilitating learning and avoiding, when possible, duplication of efforts in creating teaching material. Contributions to expand the educational content of the OSSCAR project are welcome.
DOI: 10.17632/fh9x8459h8
title: Data for: Modeling and validation of a DC/DC power converter for building energy simulations: Application to BIPV systems

description: The dataset contains: Validation_TH.xlsx, Validation_EL.xlsx: The results of the validation procedure where experimentally obtained measurements are compared to simulation estimates. Sensitivity_CHTC.xlsx: Sensitivity analysis of overall heat transfer coefficient from the converter housing to the exterior. Case Study.xlsx: The results of the case study, i.e. loss distribution among the components.
DOI: 10.17632/vpcd66r3n4
title: LINF_160018800

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/5x86mf47f2
title: Data for: A multi-criteria decision-making framework for building sustainability assessment in Kazakhstan

description: It explains the process adopted in Phase 1 and 2 of this research project.
DOI: 10.6084/m9.figshare.19550968.v1
title: Table S8.xlsx

description: HOMER enrichment analysis of transcription factor motifs.
DOI: 10.17632/prbyc6kypk
title: Laser-induced plasma formation in water with up to 400 Millijoule double-pulse LIBS

description: Spectral data measured with an Roper Acton Spectra Pro 500i with connected PI-MAX2 camera. All data is availible in internal .spe format and as converted .tif files. Meta data is availible in xlm and json format.
DOI: 10.17632/t4v46m84tb
title: Pore Formation Driven by Particle Impact in Laser, Powder-blown Directed Energy Deposition

description: This data set contains in-situ highspeed, X-ray images and X-ray computed tomography (XCT) data sets of laser, powder-blown directed energy deposition (DED). The experiments were performed at 32-ID at the Advanced Photon Source, and samples were analyzed afterwards using a Zeiss Xradia Versa XRM-500  XCT machine. For XCT, the X-ray source and detector distances were chosen such that the voxel edge length was 1.90 ± 0.04 µm. For highspeed X-ray images, the images were taken at 30000 fps with an exposure time of 12 μs. The field of view in this study is approximately 2 mm by 2 mm with a pixel size of 1.9 μm; the captured images are 1024 x 688 pixels. The data were analyzed and used to show a unique pore formation mechanism in laser, powder-blown DED.
DOI: 10.17632/ym2rr8cc7c
title: Light-Intensity, Community-Based Group Exercise: A Pre–Post Study

description: We investigated the motor and psychological effects of 15-week participation in a light-intensity, group-based, multicomponent program designed to older adults. Motor variables included: Two-Minute Step Test (twom), Timed Up and Go (tug), 30-Second Arm Curl (arm), Hand Grip Strength (hand) and Short Physical Performance Battery (sppb), while psychological variables included Frontal Assessment Battery (fab), WAIS Digit Span Test (wais), Geriatric Depression Scale (gds) and World Health Organization Quality of Life Brief Version questionarie (who). A total of 143 older adults were included in the final analysis, the data shows dependent variables results for each participant before (t0) and after 15 weeks of participation in the program (t1), besides their sex (0: male; 1: female) and age. This data set can be used to draw conclusions about group-based interventions in older adults.