cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.841739.v1
title: Pharo First Class Layouts and Slots

description: Programming idioms, design patterns and application libraries often introduce cumbersome and repetitive boilerplate code to a software system. Language extensions and external DSLs (domain specific languages) are sometimes introduced to reduce the need for boilerplate code, but they also complicate the system by introducing the need for language dialects and inter-language mediation. To address this, we propose to extend the structural reflective model of the language with object layouts, layout scopes and slots. Based on the new reflective language model we can 1) provide behavioral hooks to object layouts that are triggered when the fields of an object are accessed and 2) simplify the implementation of state-related language extensions such as stateful traits. By doing this we show how many idiomatic use cases that normally require boilerplate code can be more effectively supported. We present an implementation in Smalltalk, and illustrate its usage through a series of extended examples.
DOI: 10.6084/m9.figshare.8943509.v1
title: Dataset_SN.csv

description: This dataset contains the results from the content analysis of Flickr photographs in the Sierra Nevada Biosphere Reserve (southern Spain), considering the main photographic focus on: fauna and flora or nature and landscape features, as well as on cultural, religious, rural, sport, gastronomy and recreation elements. Based on this first classification, we further classified each photo considering: (1) the type of prevailing sport activity, (2) the main nature and human features, and (3) the represented faunal groups.
DOI: 10.6084/m9.figshare.25940917.v1
title: <b><i>Eleusine indica </i></b><b>A</b><b>nnotation</b>

description: The prediction of protein-coding genes in the <i>Eleusine indica</i> genome was performed using a combination of ab initio, homology-based, and transcriptome-based prediction methods.
DOI: 10.17632/3wbp3j4svy
title: Dataset on Socio-Economic Factors that affect Kogi State's Youths Involvement in Agriculture

description: Raw questionnaire collected data on the socio-economic factors of influence and Kogi State youths involvement in agriculture
DOI: 10.17632/6jhz2vpxtt
title: Tactile Stimulation in a Healthy Mexican Sample: An EEG Database

description: Tecnologico de Monterrey
School of Engineering and Sciences
NeuroTechs Research Group 

Context:
This dataset includes electroencephalographic (EEG) recordings from 34 healthy, young adults in Mexico, collected to study the somatosensory system's responses to a range of tactile stimuli. The study employs innovative NeuroSense tactile stimulators to explore how the brain processes touch sensations when subjected to stimuli such as air, vibration, and caress at four distinct intensity levels.

Objective:
The objective of this database is to understand the cortical processing of tactile stimuli including air, vibration and carress using EEG.

Main Outcome Measure:
The main outcome measure is the EEG recordings which includes the evoked responses of the somatosensory system to each type of stimulus and intensities. These measurements allow for an in-depth analysis of the cortical dynamics involved in processing touch.

Limitations:
One limitation of the database is its focus on a relatively small and specific population, which could affect the generalizability of the findings. Additionally, the data is dependent on the accuracy and consistency of the stimulus delivery and EEG recording during the experimental sessions.

Generalizability:
While the findings provide significant insights into the neural processing of tactile stimuli within the central nervous sytem, their generalizability might be limited due to the specialized nature of the stimuli and the controlled experimental conditions. However, the dataset serves as a valuable resource for developing diagnostic and therapeutic strategies for somatosensory impairments and advancing research in neuroscience and somatosensory rehabilitation.
DOI: 10.17632/znc8hfdjw6
title: LINF_170021300

description: Inositol-1-monophosphatase; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.6002438.v3
title: JACKS 2019 Data and Results

description: Result of experiments run for JACKS 2019 paper.<br>Each zip file contains the results for the method as given in its title. Files within each zip file provide results for all cell lines in each dataset.<br>Data.zip contains collated and reformatted data files used.<br>README.txt provides list of commands to be used (with github code at https://github.com/felicityallen/JACKS ) to produce these results.
DOI: 10.6084/m9.figshare.c.3789814_d2.v1
title: Annual GPP at 0.5 degree

description: unit in g C m-2 year-1
DOI: 10.17632/99yzs665b9
title: Research Data Collection Methodology: A Robust Framework for Responsible Data Generation

description: This research encompasses a broad range of complex multidisciplinary scientific topics spanning cryptography, genomics, computer science, statistics, ethics, law, and public policy. Rigorously addressing the challenges surrounding online identity systems requires drawing from these diverse domains and leveraging their interconnections.

Cryptographic methods provide mathematical assurances for securing sensitive biometric data like DNA fingerprints when used for identification purposes. Expertise in cryptography allows developing provably secure and privacy-enhancing protocols tailored to the constraints and risks surrounding identity information.

Knowledge of human genomics is essential for properly generating and validating simulated DNA fingerprinting data that captures the complexity of genetic biomarkers. Statistical genetics helps ensure fictional data models real-world biological properties to enable robust technology testing and analysis.

Sophisticated computer science capabilities underpin the creation of scalable platforms for identity verification that are accessible, ethical, and rights-preserving. Distributed systems, algorithm design, security engineering, and privacy-enhancing technologies are all salient to constructing such frameworks.

Forensic science contributes an evidentiary basis for using DNA fingerprinting to reliably link physical and digital identity. Translating forensic biometrics to online environments requires adapting statistical models while preserving scientific rigor.

Data science and analytics provide the mathematical tools to quantify uncertainty, optimize algorithms, identify vulnerabilities, and evaluate system performance in an identity context. Statistical proficiency is key for provable confidence.

Expertise in ethics helps align emerging innovations with principles of justice, morality, and wisdom. Multidisciplinary ethical analysis preempts abuse and focuses technology trajectories toward empowering human potential.

Understanding policy and legal dimensions allows structuring equitable governance models and advising sensible regulations that balance innovation, rights, access, and security.

Synthesizing these diverse disciplines enables holistically advancing the science surrounding digital identity and crafting solutions that serve society. This demands rigorous integrated mastery spanning multiple complex specialties.
DOI: 10.17632/b3r9sfz697
title: Supplementary Materials for: "Sustainable multi-vehicle traveling purchaser problem with speed optimization and social cost of CO2"

description: Supplementary material #1: Data files of 24 MVTPP instances as MATLAB files used to validate the proposed heuristic in the article: "Sustainable multi-vehicle traveling purchaser problem with speed optimization and social cost of CO2".

Supplementary material #2: Data files of 81 MVTPP instances as MATLAB files used to study the complexity of the problem investigated in the article: "Sustainable multi-vehicle traveling purchaser problem with speed optimization and social cost of CO2".
DOI: 10.6084/m9.figshare.17284418.v1
title: Additional file 1 of Quantitative single-cell analysis of immunofluorescence protein multiplex images illustrates biomarker spatial heterogeneity within breast cancer subtypes

description: Additional file 1. Cheung_BrCaMxIF_RawDataAllCells.csv. This file contains the raw MxIF data output from all single cells of the TMA analysed.
DOI: 10.6084/m9.figshare.24709566.v1
title: THESIS EXCEL DATA ENTRY.xlsx

description: Excel sheet of the data
DOI: 10.17632/4vfygpw58y
title: Data for: Uber and Urban Crime

description: This provides information about Crime (as measured by NIBRS) and Uber entry by city.
DOI: 10.17632/xp767984m5
title: Survey Data on Correctional Officers throughout Indonesia: Proactive Work Behavior and Its Antecedents

description: This dataset is the result of a survey of 1284 correctional officers throughout Indonesia. The survey aims to obtain data related to officers' perceptions of themselves regarding proactive work behavior, perceived organizational support, person-environment fit, proactive personality, and role breadth self-efficacy.
DOI: 10.6084/m9.figshare.26617747.v1
title: Additional file 3 of Identification of metabolism-related subtypes and feature genes in Alzheimer’s disease

description: Additional file 3: Table S1. GEO datasets information. Table S2. Primer sequences of feature genes. Table S3. KEGG pathway enrichment analyses of hub genes in cyan module. Table S4. GO enrichment analyses of hub genes in cyan module.
DOI: 10.17632/6hbmnhn78j
title: Environmental, Social, and Governance Investing and Sustainability of Pension Funds: Evidence from the Organisation for Economic Cooperation and Development Countries

description: Instructions and data for the paper 'Environmental, Social, and Governance Investing and Sustainability of Pension Funds: Evidence from the Organisation for Economic Cooperation and Development Countries'
DOI: 10.17632/cy4pb398t2
title: cancer risk perception and cancer worry 

description: The effects of interpersonal sources on cancer risk perception and cancer worry
DOI: 10.17632/dfz8ss6m7h
title:  Agricultural carbon emissions 

description:  We believe that low-carbon agricultural development is an effective way to achieve high-quality agricultural development in the context of rural revitalization.It has been a great significance to effectively formulate high-quality of the agricultural development strategies by scientific measurement of agricultural carbon emission and the study of its formation machanism.
DOI: 10.17632/k9m8mchr8v
title: Vitamin D Data set

description: data used in article regarding role of vitamin D in SARS-CoV-2 infection
DOI: 10.6084/m9.figshare.13688437.v1
title: Supplementary Material for: The Association between Presence of Comorbidities and COVID-19 Severity: A Systematic Review and Meta-Analysis

description: <b><i>Aim:</i></b> Several studies reported the accompaniment of severe COVID-19 with comorbidities. However, there is not a systematic evaluation of all aspects of this association. Therefore, this meta-analysis aimed to assess the association between all underlying comorbidities in COVID-19 infection severity. <b><i>Methods:</i></b> Electronic literature search was performed via scientific search engines. After the removal of duplicates and selection of articles of interest, 28 studies were included. A fixed-effects model was used; however, if heterogeneity was high (<i>I</i><sup>2</sup> &gt; 50%) a random-effects model was applied to combine the data. <b><i>Results:</i></b> A total of 6,270 individuals were assessed (1,615 severe and 4,655 non-severe patients). The median age was 63 (95% confidence interval [CI]: 49–74) and 47 (95% CI: 19–63) years in the severe and non-severe groups, respectively. Moreover, about 41% of patients had comorbidities. Severity was higher in patients with a history of cerebrovascular disease: OR 4.85 (95% CI: 3.11–7.57). The odds of being in a severe group increase by 4.81 (95% CI: 3.43–6.74) for a history of cardiovascular disease (CVD). This was 4.19 (95% CI: 2.84–6.19) for chronic lung disease and 3.18, 95% CI: 2.09–4.82 for cancer. The odds ratios of diabetes and hypertension were 2.61 (95% CI: 2.02–3.3) and 2.37 (95% CI: 1.80–3.13), respectively. <b><i>Conclusions:</i></b> The presence of comorbidities is associated with severity of COVID-19 infection. The strongest association was observed for cerebrovascular disease, followed by CVD, chronic lung disease, cancer, diabetes, and hypertension.
DOI: 10.6084/m9.figshare.26354737.v1
title: Health research evidence-analysed data.<b>-analyzed</b>

description: This research intended to analyze the current usage of health research evidence in health planning, determinants, and readiness to use knowledge translation tools among planning teams in Tanzania. Specifically, the study aims to 1) analyze the current usage of health research evidence among planning team members at the regional and council levels, 2) analyze the capability for the use of health research evidence among planning team members at regional and council levels, 3) analyze the opportunities for the use of health research evidence among health planning members at regional and council levels, 4) to identify the motivations for the use of health research evidence among health planning team members at regional and council levels, and 5) to assess the readiness of the planning team members on the use of knowledge translation tools. The study employed an exploratory mixed-method study design. It was conducted in nine (9) regions and eighteen (18) Councils of Tanzania Mainland involving the health planning team members.
DOI: 10.6084/m9.figshare.3804210.v2
title: SED Template Fits to the zCOSMOS Bright 10k Survey

description: The results of fitting the spectral energy distribution templates from Assef et al. 2010 to the catalog of galaxies from Lilly et al. 2009 (zCOSMOS 10k bright catalog, version 2) using COSMOS photometry from Capak et al. 2007, SCOSMOS photometry from Sanders et al. 2007, photometry from SDSS-dr10 (Ahn et al. 2014), and the AllWISE data release of the WISE survey. Full description is available in Lake and Wright 2016 at https://arxiv.org/abs/1603.07299 or https://dx.doi.org/10.21105/astro.1603.07299 .<br>
DOI: 10.6084/m9.figshare.839299.v1
title: Storks and human babies data

description: Data on the relationship between the number of breeding stork pairs in Europe and country specific birth rates. Taken from Matthews (2000) References: Matthews, R. (2000), Storks Deliver Babies (p= 0.008). Teaching Statistics, 22: 36–38. doi: 10.1111/1467-9639.00013
DOI: 10.17632/dpwzjhj85v
title: Optimizing Stem Cell Infusion Timing in the Prevention of Acute Graft versus Host Disease

description: patients sheet and source data for the paper entitled "Optimizing Stem Cell Infusion Timing in the Prevention of Acute Graft versus Host Disease"
DOI: 10.17632/jkxnx73mjf
title: The Intestinal Microbiome, Dietary Habits, and Physical and Psychological Resilience in Postpartum Women

description: This is the data sets of a research paper entitled "The Intestinal Microbiome, Dietary Habits, and Physical and Psychological Resilience in Postpartum Women".
DOI: 10.6084/m9.figshare.21973517.v3
title: Evaluation of the Dimensional Changes in the Mandible, Condyles, and the Temporomandibular Joint Following Skeletal Class III Treatment with Chin Cup and Bonded Maxillary Bite Block Using Low-Dose Computed Tomography: A Single-center, Randomized Controlled Trial

description: Linear and angular measurements A new template was created from the Measure and Analyze tool of Mimics™, which was used to define the anatomical landmarks and planes and produce the desired measurements. Ikeda and Kawamura suggested that the condylar and glenoid fossa landmarks were made on the corrected sagittal view. After identifying the landmarks, the software automatically calculated the distances and the angles. Then, the data was exported in .cvs format. 3D mandibular regional superimposition and comparison analysis: The paired resulting reconstructed mandibular models were exported to 3-Matic software (3-matic13.0, Materialise NV, Leuven, Belgium), and their surfaces were warped using the Warp tool of Mimics™. Initially, The T1 and T2 3D volumes were superimposed manually by approximating similar anatomical regions of the mandible using Interactive Translate and Rotate tools of the software, followed by automatic global registration in 3-Matic software. The superimposition was repeated three times to enhance accuracy and reproducibility. The point-based analysis was performed to assess the changes in 3D mandibular models between T1 and T2, and a color map was produced to assess the mandibular shape changes. The threshold was set at 2 mm: green areas indicated differences within 2 mm (between −2 and 2 mm), red surfaces indicated positive values displacement more than 2 mm, and blue surfaces indicated negative values displacement greater than −2 mm between two 3D models. Quantitative changes were done by reporting the mean, minimum, and maximum values of part analyses on a spreadsheet and used for comparative analyses.
DOI: 10.6084/m9.figshare.29176160.v1
title: Integrating Tshivenda Proverbs in the classroom: Enhancing Language Learning and Cultural Awareness

description: This is a dataset for an article titled "Integrating Tshivenda Proverbs in the classroom: Enhancing language learning and cultural awareness
DOI: 10.17632/hc7zk4j59w
title: Commodity prices and labour market dynamics in small open economies

description: The codes supplied by this folder can be used to reproduce the charts and tables in "Commodity prices and labour market dynamics in small open economies." The readme.pdf file provides a description of the files.
DOI: 10.6084/m9.figshare.29125664.v1
title: Supporting information

description: 1. Figure S1 The mineral phase maps of the studied orthogneisses and metapelites.2. Figure S2 Primitive mantle-normalized trace element patterns and chondrite-normalized REE patterns of the studied orthogneisses.3. Figure S3 Plots of trace elements, and HREE patterns of the detrital zircon core and metamorphic rim from the metapelites.4. Table S1 Bulk-rock major (wt.%) and trace element (ppm) compositions of the orthogneiss and metapelite from the eastern Gangdese arc.5. Table S2 Chemical compositions of garnet from the studied orthogneisses and metapelites (wt.%).6. Table S3 Representative chemical compositions of main minerals from the studied orthogneisses and metapelites (wt.%)7. Table S4 Parameters and calculation results of the petrophysical properties of metapelites and orthogneisses.8. Table S5 Zircon U-Pb dating and trace element compositions of the orthogneisses and metapelites.
DOI: 10.17632/5gxsjcmyrg
title: ENHANCING TOURISM INNOVATION THROUGH DISRUPTIVE TECHNOLOGY AND STRATEGIC ALLIANCES: EVIDENCE FROM POPULAR DESTINATIONS IN WEST JAVA

description: ENHANCING TOURISM INNOVATION THROUGH DISRUPTIVE TECHNOLOGY AND STRATEGIC ALLIANCES: EVIDENCE FROM POPULAR DESTINATIONS IN WEST JAVA

The research objects focus on the following construct: 
1. Disruptive technology
2. tourism innovation
3. Strategic alliances
4. Local cultural engagement

This study employs a quantitative, explanatory survey design to investigate the role of disruptive technology and strategic alliances in fostering tourism innovation in popular destinations in West Java. This approach is chosen to quantify relationships between variables and to provide a clear explanatory framework for understanding the impact of these factors on tourism innovation. The primary instrument used for data collection is a structured questionnaire, utilizing a nine-point (1 – 9) Likert scale to measure respondents' perceptions and attitudes. The questionnaire encompasses various indicators related to disruptive technology (enhanced visitor experience, operational efficiency, sustainability impact, employee productivity, and accessibility) and strategic alliances (compatible goals, complementary skills, cooperative cultures, and commensurate risk). A pilot test was conducted to ensure the validity and reliability of the instrument, involving a small sample of respondents similar to the study population. 

The unit of analysis for this study comprises approximately 310 popular tourist destinations in West Java. These destinations were selected based on their popularity and significance to the region's tourism industry. Data collected from the survey were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). This method was chosen due to its suitability for analyzing complex models and its ability to handle small to medium-sized samples effectively. The analysis involved two main stages: the measurement model and the structural model. The measurement model assessed the reliability and validity of the constructs, while the structural model evaluated the hypothesized relationships between disruptive technology, strategic alliances, and tourism innovation. The PLS-SEM approach provided robust insights into the direct and moderating effects of local cultural engagement on the studied relationships, offering a comprehensive understanding of the factors driving tourism innovation in West Java.
DOI: 10.17632/7wnwgpdc4v
title: Generation Alpha: A comprehensive data on the extent of smart phone and digital addiction and its underlying psychological impact 

description: 'Generation Alpha' is the term given to the cohort of individuals being born between the years of 2010-2025. The data set provided has responses from 518 participants of which 432 participants fall into the generation alpha category. The data shines light into the smart phone and digital addiction trends prevalent in this generation and tries to gauge the underlying psychological impact of the same.
DOI: 10.6084/m9.figshare.22210876.v1
title: PEVTES T0

description: Data set for the T0 time point including flow cytometry data (controls, calibrations, samples) and analysis.
DOI: 10.17632/66f2mktt28
title: A museum-based art therapy group for people with eating disorders

description: International Journal of Art Therapy
DOI: 10.17632/cjz937xk4b
title: Biodegradable starch films as an environmentally friendly packaging materials: printing performance

description: Biodegradable starch films can be a great alternative for non-degradable conventional plastic films as packaging materials. Packaging material, besides relevant properties such as mechanical or barrier properties, should also be characterised by a good printability to provide some required information about the product. In this study we show the possibility of printing of starch films. Potato starch films with glycerol as a plasticiser were obtained. The properties of the films were confirmed by tensile strength, water vapour transition rate, and moisture content. Next, the surface free energy of the starch films was determinate by the Owens−Wendt and van Oss–Chaudhury–Good approach. The wettability of the obtained films was investigated by the analysis of water droplet absorption. Finally, the films were overprinted with biodegradable printing ink and optical density and colour parameters were determined. The printing performance was compared with biodegradable commercially available PLA and paper. The print quality of the overprinted starch films is comparable to the PLA and paper, which shows the strong potential of using starch films as a biodegradable, environmentally friendly packaging materials.
DOI: 10.17632/gtvjj2hvcd
title: Data for: Compulsory Voting and TV News Consumption

description: Replication files and data for "Compulsory Voting and TV News Consumption".