cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25345/c5dk84
title: MassIVE MSV000083443 - GNPS_Protocol_Testing
title: This is an attempt to see wheter this protocol is fully comprehensible for a complete begginer so he/she could fully reproduce it himself/herself.
DOI: 10.17632/dfjzx4sxrs.1
title: Fuzzy interactions form and shape the histone transport complex

description: Original data for the manuscript "Fuzzy interactions form and shape the histone transport complex"
DOI: 10.17632/f4hh43nd78.2
title: EMG datasets form hand-reaching movements for multiple directions of healthy and post-stroke individuals

description: Participants executed hand-reaching movements for 9 different target directions while monitored by surface EMG device, containing 8 electrodes that were attached to 8 muscles of the shoulder and arm. The direction of the targets were constant between different participants. The folder contains two subfolders, one of healthy individuals and the other of post-stroke individuals. Inside these folders there are 12 folders (Healthy) or 13 folders (post-stroke), each of which corresponds with individual. Each individual's dataset composed of 8 files of Maximum Voluntary Contraction (MVC) of muscles, and 9 or 6 "Target_XXX" files refer of hand-reaching movments for different directions. Each "Target" file contains signals of all the 8 muscles that were also measured by the MVC measurement. Target directions were similar for all individuals from both groups.
DOI: 10.17632/h8z9zvnxmn.1
title: Supplementary Data for: Optimizing Convolutional Neural Networks to Perform Semantic Segmentation on Large Materials Imaging Datasets: X-ray Tomography and Serial Sectioning

description: Supplementary Data
DOI: 10.17632/hshn2rtcb5.2
title: Large, medium, and small problem instance data for experimental design and model validation in supply chain design

description: The provided data sets contain capacity, fixed cost, demand, transit time, and unit shipping costs for three different problem instance sizes. They can be used to run different types of computational studies to test and validate a supply chain design.
DOI: 10.3886/e108502v1
title: Patterns of Gendered Performance Differences in Large Introductory Courses at Five Research Universities

description: Abstract: Significant gendered performance differences are signals of systemic inequity in higher education. Understanding of these inequities has been hampered by the local nature of prior studies; consistent measures of performance disparity across many disciplines and institutions have not been available. Here, we report the first wide-ranging, multi-institution measures of gendered performance difference, examining more than a million student enrollments in hundreds of courses at five universi- ties. After controlling for factors that relate to academic performance using optimal matching, we identify patterns of gen- dered performance difference that are consistent across these universities. Biology, chemistry, physics, accounting, and economics lecture courses regularly exhibit gendered performance differences that are statistically and materially significant, whereas lab courses in the same subjects do not. These results reinforce the importance of broad investigation of performance disparities across higher education. They also help focus equity research on the structure and evaluative schemes of these lecture courses.
DOI: 10.17632/2pd88rv82t.1
title: Data for: Detecting cosmetic earnings management using Benford’s law: evidence from Iran

description: data TSE IRAN
DOI: 10.17632/cfk4bgz6w9.1
title: Xist Deletional Analysis Reveals an Interdependency between Xist RNA and Polycomb Complexes for Spreading along the Inactive X

description: This is the raw data for all microscope images, gels, and blots related to Molecular Cell article "Xist Deletional Analysis Reveals an Interdependency between Xist RNA and Polycomb Complexes for Spreading along the Inactive X"
DOI: 10.17632/r2y4pmz875.1
title: Anti-OX40 antibodies State Art

description: Are describes patents of anti-OX40 antibodies
DOI: 10.17632/s3f6wmc6mf.1
title: Amphibian diversity in Daweishan Mountains used for R analysis

description: The data was come from a 5 years observation on amphibian taxa in Daweishan National Nature Reserve (DNNR) of tropical SE Yunnan Province, China. We have set up 5 transect lines and one artificial shelter plot at lower and mid-higher elevation area respectively and data of total 9 night times of each years was recorded.
DOI: 10.17632/sj5362f4n7.1
title: ILTS-D2

description: Details for analysis are described in the document: Read me
DOI: 10.17632/336hry5g66.1
title: ADAIS: Automatic Derivation of Anisotropic Ideal Strength via high-throughput first-principles computations

description: Anisotropic ideal strength is a fundamental and important plasticity parameter in scaling the intrinsic strength of strong crystalline materials, and is a potential descriptor in searching and designing novel hard/superhard materials. However, to the best of our knowledge, an automatic derivation of anisotropic ideal strength has not been implemented in any open-source code available so far. In this paper, we present our developed ADAIS code, an automatic derivation of anisotropic ideal strength via high-throughput first-principles computations for both three-dimensional and two-dimensional crystalline materials with any symmetry, as well as for an ideal interface model. Several fundamental mechanical quantities can be automatically derived, including ideal tensile and shear strengths through affine deformation, universal binding energy and generalized stacking fault energy, as well as the ideal cleavage and slide stresses through alias deformation. The implementation of this code has been comprehensively demonstrated and critically validated by a lot of evaluations and tests of various crystalline materials with different symmetry, indicating that our code could provide a high-efficiency solution to quantify the strength of strong solids.
DOI: 10.17632/k2pn8kz883.1
title: An LCA impact assessment model linking land use and malnutrition-related DALYs

description: This data contains the spatially explicit results of the paper "An LCA impact assessment model linking land use and malnutrition-related DALYs". This are ASCII raster data files generated in ARCGIS. They contain the characterization factors (CF) of the paper. The units are DALY/km2 (i.e. 10^-6 DALY/m2). there are three CF: - Domestic impact: DALY_km2_DOMESTIC.TXT - Trade-induced impact: DALY_km2_TRADE.TXT - Total impact: DALY_km2_TOTAL.TXT The raster resolution is 5 arc minutes.
DOI: 10.17632/k9ptbcjbf2.1
title: A comparison of non-isocyanate and HDI-based poly(ether urethane): structure and properties

description: This work synthesized a group of NIPUs and HDIPUs via isocyanate-free route and isocyanate route. The structure, crystallization behavior, morphology and phase separation behavior of NIPUs and HDIPUs were systematically studied and compared in this work. The crystallization behavior and phase structure of NIPUs and HDIPUs were studied by DSC, WAXS, SAXS, and AFM. Mechanical properties were measured and analyzed to correlate with the solid state structures. The results indicated that the structural distinction between NIPU and HDIPU was originated from the hard segment. The urea content in the hard segments of NIPUs was much higher than HDIPUs. The transesterification of two urethane group and the carbamate metathesis polymerization are the two possible reasons for the formation of urea groups. There were more disordered phase in the hard phase due to the random urea-urethane hard segments of NIPUs, and the crystallinity of the hard phase was lower. The compatibility between the hard phase and the soft phase of NIPUs was increased, resulting in their poor thermal and mechanical properties.
DOI: 10.17632/x9jm8r8fzd.1
title: The Moderation Effect of Self-enhancement on the Group-Reference Effect

description: Research data can include raw data, processed data, software, algorithms, protocols, methods and materials.
DOI: 10.5281/zenodo.2553139
title: Dataset of "Test-Driven Code Review: An Empirical Study"

description: The content of this replication package is the following:<br>
    <br>
    1 - Interview TDR: script of the interview<br>
    2 - regression.R: R script to run the statistical model <br>
    3 - studied-project: an anonymized snapshot of the system the experiment is based on<br>
    4 - ./extracted-data: it contains a CSV file with all the participants reviews details<br>
    5 - Patches: it contains the 2 patches of the experiment. The file contains the version before and after the change. To be displayed in a "git-diff" version, they can be pasted on the website "mergerly".<br>
    6 - raw-logs: it contains all the logs we collected on the experiment<br>
    7 - TestDrivenReviewAnalysis: tool we have used to analyse the results<br>
    8 - TestDrivenReviewExperimentUI: tool we have used to run the experiment
DOI: 10.25345/c50c9q
title: MassIVE MSV000083445 - WZH-1
title: The Tandem Mass Tag (TMT) labeling quantitative proteomics
technique acquired 55620 MS/MS spectra that identified 5499 proteins and 3045
modified proteins.
DOI: 10.5281/zenodo.2565827
title: Nuc/Mito Ribosomal Ratio as an index of growth rate

description: The dataset (NMRR.csv) consists of information regarding <em>Daphnia magna</em> in Nuc/Mito ribosomal ratio experiment. Information included treatments, ribosomal ratio, somatic growth rate, size, culture duration, rRNA counts and total RNA concentration. Total 166 samples recorded in this data set. R script file (NMRR.R) consists of R code for all the statistical analysis conducted in this study.
DOI: 10.5281/zenodo.2565828
title: Nuc/Mito Ribosomal Ratio as an index of growth rate

description: The dataset (NMRR.csv) consists of information regarding <em>Daphnia magna</em> in Nuc/Mito ribosomal ratio experiment. Information included treatments, ribosomal ratio, somatic growth rate, size, culture duration, rRNA counts and total RNA concentration. Total 166 samples recorded in this data set.   

R script file (NMRR.R) consists of R code for all the statistical analysis conducted in this study.
DOI: 10.3886/e107822v1
title: Early Childhood Educational Settings and School Absenteeism for Children with Disabilities

description: Data from the Early Childhood Longitudinal Study Kindergarten Class of 2010–2011 were used to examine the implications of preschool and full-day kindergarten enrollment for the subsequent school absences of 2,056 children with disabilities.
description: There are a variety of weights available. See the ECLS-K: 2011 User's Guide for more details.
description: Early Childhood Longitudinal Study Kindergarten Class of 2010–2011 is a nationally representative sample of American kindergartners.
description: Representative sample of American kindergartners
DOI: 10.5281/zenodo.2565876
title: Hackathon - TF-TG relation annotation Gold Standard Corpus

description: TF-TG relation annotation Gold Standard Corpus.

The file contains 130 PMIDs annotated in the following way:


	PMID.txt: the original TXT file with the abstract.
	PMID.ann: the file with the BRAT annotations. Each annotation file contains terms (e.g. T1, T2, ...) and relations (e.g. R1, R2, ...), where each relation is from one term (e.g. T1) to another term (e.g. T2).
DOI: 10.5281/zenodo.2566104
title: The Decision-Making Process Behind Library Adoption

description: This is the Factors/Process Book for the research paper "The Decision-Making Process Behind Library Adoption", submitted to: The 35th IEEE International Conference on Software Maintenance and Evolution (ICSME).
DOI: 10.5281/zenodo.2566105
title: The Decision-Making Process Behind Library Adoption

description: This is the Factors/Process Book for the research paper "The Decision-Making Process Behind Library Adoption", submitted to: The 35th IEEE International Conference on Software Maintenance and Evolution (ICSME).
DOI: 10.5525/gla.researchdata.715
title: Functionalisation of PLLA with Polymer Brushes to Trigger the Assembly of Fibronectin into Nanonetworks

description: The dataset contains data files with original raw data and their description. The dataset has been created to help anyone interested in the work carried out in the paper 'Functionalisation of PLLA with Polymer Brushes to Trigger the Assembly of Fibronectin into Nanonetworks' to view and understand the data.
DOI: 10.17909/t9-b2j4-xe51
title: TRGB Distance Data ("TRGB-DISTANCES")
DOI: 10.17632/n3sk27ggwf.1
title: Data for: A model to examine farm household trade-offs and synergies with an application to smallholders in Vietnam

description: FarmDESIGN Model with the case study farms and their data for the paper "A model to examine farm household trade-offs and synergies with an application to smallholders in Vietnam" Lenora Ditzler, Adam M. Komarek, Tsai-Wei Chiang, Stéphanie Alvarez, Shantonu Abe Chatterjee, Carl Timler, Jessica E. Raneri, Natalia Estrada Carmona, Gina Kennedy, Jeroen C.J. Groot
DOI: 10.5281/zenodo.2565884
title: Supplemental Material from: Immune Profiling of Thyroid Carcinomas Suggests the Existence of Two Major Phenotypes: an ATC-like and a PDTC-like

description: Supplemental Material from: Immune Profiling of Thyroid Carcinomas Suggests the Existence of Two Major Phenotypes: an ATC-like and a PDTC-like
DOI: 10.5258/soton/d0806
title: Data for "Design and Fabrication of Novel Polymer Antiresonant Waveguides"

description: This dataset contains the data for four figures from the thesis entitled "Design and Fabrication of Novel Polymer Antiresonant Waveguides". Other data that has been published previously can be found in 10.5258/SOTON/397665 and 10.5258/SOTON/D0261.
DOI: 10.7278/s50d-e9j1-nyg0
title: Data to support: Phylogenetic and biogeographic controls of plant nighttime stomatal conductance
DOI: 10.21350/293bz41n
title: Supporting information for the article Yield estimates by a two-step approach using hyperspectral methods in grasslands at high latitudes

description: The dataset contains yield data and a spectral database acquired using a FieldSpec 3 portable spectrometer in agricultural grassland fields in the Tromsø and Harstad regions during the summer seasons of 2014 to 2017. 

The script included in the folder conducts data analyses on the spectral database by means of partial least squares (PLS) and follows all the steps necessary to replicate the results shown in the article, from the FieldSpec hyperspectral measurements to the simulations of the Sentinel-2A and EnMap satellites, which are reported in the article.
DOI: 10.5281/zenodo.2566509
title: UF-IDD/dengue-Zika-chik_Americas v1.0

description: Data repository of publicly available dengue, Zika, and chikungunya case data for Brazil and Colombia.
DOI: 10.5281/zenodo.2566510
title: UF-IDD/dengue-Zika-chik_Americas v1.0

description: Data repository of publicly available dengue, Zika, and chikungunya case data for Brazil and Colombia.
DOI: 10.25345/c5m31h
title: MassIVE MSV000083448 - GNPS - Earth Microbiome Project - EMP500 - Metabolomics - Q-Exactive
title: EMP500 - http://www.earthmicrobiome.org/emp500/

The Earth Microbiome Project is a systematic attempt to characterize global microbial taxonomic and functional diversity for the benefit of the planet and humankind.

The Earth Microbiome Project (EMP) is a massively collaborative effort to characterize microbial life on this planet. We use DNA sequencing and mass spectrometry of crowd-sourced samples to understand patterns in microbial ecology across the biomes and habitats of our planet. The EMP is a comprehensive example of open science, leveraging a collaborative network of 500+ investigators, supporting pre-publication data sharing, and crowdsourcing data analysis to enable universal principles to be explored. The standardized collection, curation, and analysis are enabling a robust interpretation of ecological trends.ls for metagenomic sequencing and assembly, with the goal of applying this workflow to a range of environmental samples, combined with metabolomic profiling. Our goal was to assemble a set of ~500 fresh environmental samples across a range of habitats, with the help of the EMP network of collaborators. We are doing traditional EMP amplicon sequencing, metagenomic sequencing (with assembly-free and assembly-based analysis), and metabolomics on these 500 samples. A biobank of frozen aliquots of samples is being maintained at UCSD (soil samples at PNNL) for future methods testing and analysis.
DOI: 10.6073/pasta/a026f165df27c37651a06ce5d0723a92
title: Aboveground biomass at control and fertilized plots in a Spartina alterniflora-dominated marsh, Rowley River, Plum Island Ecosystem LTER, MA.

description: Aboveground biomass is determined non-destructively during the growing season at a Spartina alterniflora-dominated salt marsh on the Rowley River within the Plum Island Ecosystems (PIE) LTER site.
DOI: 10.15784/601157
title: Fjord-Eco_Sediment_OrgC_OrgN_Data - Craig Smith

description: Sediment organic carbon and organic nitrogen content (percent mass) in 6 depth intervals (0-1cm, 1-2cm, 3-4cm, 5-6cm, 7-8cm , 9-10cm) in sediment cores collected by OSIL Megacore (10 cm diameter tubes) along the five-station FjordEco Transect from inner Andvord Bay to the open continental shelf at FOODBANCS Station B.
DOI: 10.25345/c5gd00
title: MassIVE MSV000083449 - GNPS - NIH NP mixture UV
title: NIH Natural products mixture. Q-Exactive analysis. C18 column 10 cm.
DOI: 10.17632/t7sx4g85yc.1
title: Data for: Corrigendum to ``Generalized Burmester points computation by means of Bottema’s instantaneous invariants and intrinsic geometry", Mech. Mach. Theory, 2018, 129(November), pp. 316-335

description: Maple code to generate the polynomial coefficients required to compute generalized Burmester code This code has been used for the analytical computations presented in Cera, M., Pennestri, E., Generalized Burmester points computation by means of Bottema’s instantaneous invariants and intrinsic geometry, Mechanism and Machine Theory, 2018, 129(November), pp. 316-335
DOI: 10.5281/zenodo.2565910
title: European Robotics League Consumer - Lisbon 2019 contest - SocRob team's files for task benchmarks

description: Internal log files of the robot used by SocRob's team (from Instituto Superior Técnico) for the 4 Task Benchmarks performed at the ERL Consumer Lisbon 2019 contest.
DOI: 10.5281/zenodo.2565911
title: European Robotics League Consumer - Lisbon 2019 contest - SocRob team's files for task benchmarks

description: Internal log files of the robot used by SocRob's team (from Instituto Superior Técnico) for the 4 Task Benchmarks performed at the ERL Consumer Lisbon 2019 contest.
DOI: 10.14457/tu.the.2015.1533
title: A study of the use of English: a case study of English in Thai songs

description: As an international language, English is used as a medium in various settings such as music and entertainment. The number of non-native users is continuously increasing around the world.  People often use English for communication when they speak different mother tongues. Communication between non-native users and native speakers, as well as among non-natives themselves, leads to a wide variety of types of English. This can lead to problems of intelligibility. This research principally has aimed to determine the level of comprehensibility of English inserted in Thai popular music. The research comprised four groups of participants: Thais; non-native speakers of English who are not Thai citizens; native English speakers; and lyricists. The research tools included song lyrics, music videos, interviews, and a questionnaire. The study has shown that those who attained the highest level of understanding of the English words in Thai songs were Thais, followed by non-native speakers of English who were non-Thais. The lowest level of understanding was among native speakers of English. Songs showed positive side of World Englishes. Even though English in Thai popular songs was different from standard English, participants could understand it.
DOI: 10.17632/dtvybcys6x.1
title: Data for: Preparation of silver-plated Hollow Glass Microspheres and its application in infrared stealth coating fabrics

description: The original data is processed with Origin, draw graphics and analyze data.
DOI: 10.14457/tu.the.2014.435
title: แนวทางการบริหารจัดการคอนโดมิเนียมสาหรับผู้สูงอายุ

description: การศึกษานี้ มีวัตถุประสงค์เพื่อศึกษาสภาพทางกายภาพของที่อยู่อาศัยในอาคารสูงของผู้สูงอายุ เพื่อนำข้อมูลที่ได้รับจากการศึกษา มาใช้ในการปรับปรุงและพัฒนาที่อยู่อาศัยประเภทอาคารสูงให้เหมาะสมกับพฤติกรรมการใช้ชีวิตประจำวันของผู้สูงอายุ จากกรณีศึกษาโครงการปัยยิกา คอนโดมิเนียม โดยมีเครื่องมือที่ใช้ในศึกษาครั้งนี้ เป็นการสำรวจพื้นที่ และแบบสอบถาม ที่สร้างขึ้นในการเก็บรวบรวมข้อมูล ลักษณะของแบบสอบถามปลายปิด จำนวน 60 คน (ร้อยละ 100 ของผู้อยู่อาศัย) ผลที่ได้รับกลุ่มตัวอย่างส่วนใหญ่ให้ความสำคัญกับการจัดบริการของโครงการ 3 อันดับแรก คือ เจ้าหน้าที่ประจำอาคาร อันดับที่สองคือการบริการทำความสะอาดที่พัก และการบริการรักษาพยาบาล การจัดสิ่งอำนวยความสะดวกของโครงการ 3 อันดับแรก คือ สวนสำหรับพักผ่อน อันดับที่สองคือห้องออกกำลังกาย และห้องพยาบาล และความถี่ของการใช้งานในแต่ละส่วน โดยสามารถนำไปใช้ในการวางแผนบริหารจัดการ และพัฒนาโครงการได้ในอนาคต
DOI: 10.14457/tu.the.2014.436
title: ‘Riceberry’, the future rice revolution for consumers

description: Rice has gained wide popularity around the world, not only Thailand and South East Asia. Although, there is a revolution of rice called Riceberry, which contains higher nutrients and helps farmers moving toward organic farming Riceberry has not yet gained popularity in daily consumption. The study seeks understanding the consumers’ attitude towards healthy rice or healthier rice and identified the impact on their decision-making based on the healthy perception, rice color, price preference, and branding. This report seeks to provide information on the consumer attitudes behavior and the choice process for this revolutionary healthy rice product. The applied marketing recommendations are included at the finding.
DOI: 10.14457/tu.the.2015.1534
title: Intercultural business communication in Thai context: a survey study of cultural intelligence (CQ) and cultural factors relating to styles in intercultural business negotiation of Thai businesspersons

description: This study investigated cultural intelligence (CQ) of Thai businesspersons, their styles in intercultural negotiation, and cultural factors relating to their negotiating styles. A survey questionnaire was employed to collect the intended data. Questionnaires were distributed to the businesspersons working in various industries in Thailand by the snowball sampling technique. The descriptive statistics, analysis of independent samples t-test, correlation coefficient, and cross tabulation analysis were used to discuss the aforementioned aspects. The results of the study indicated that participants with higher CQ and those with lower CQ did not differ in the pattern of CQ score. The results also revealed that there were significant differences between participants with higher CQ and those with lower CQ on their styles in negotiation, and that there were relationships between Thai businesspersons’ levels of CQ and some of their negotiating traits. Furthermore, the participants pointed to a long-term relationship as the most important cultural factor they perceived to affect their styles in negotiation. Although the results of the study help shed some light on intercultural business negotiation in the Thai context, further research is encouraged to either substantiate or challenge the findings obtained from this study.