cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29144024.v1
title: Dataset & prompts

description: This repository contains the dataset, results, and prompting instructions related to the article submitted to SBES 2025, titled:<b>Towards Automating User Story Classification with LLMs Using a Reuse-Oriented Taxonomy</b>It aims to:Provide open access to the <b>dataset</b> used in the study.Share the <b>LLM classification results</b> and comparative metrics.Enable <b>reproducibility</b> of the prompt engineering process used to classify user stories.Support further research in <b>software reuse</b>, <b>user story analysis</b>, and <b>LLM evaluation</b>.
DOI: 10.6084/m9.figshare.7011677.v1
title: raw data.Quality Assessment Of Selected Dairy Products In Sri Lankan Market.xlsx

description: The study was performed to identify physico-chemical and microbial quality of Full cream milk powder (FCMP) and Pasteurized milk (PM) in the Sri Lankan market. Four brands of FCMP (A, B,C, D) and three brands of PM ( E, F, G) and raw cow’s milk samples (Control) were tested. Brands C and D are locally produced and brands A and B are imported to Sri Lanka. All the PM are produce in Sri Lanka. Three samples from each brand for the determination of physico- chemical parameters and five samples from each brand for enumeration of Total Coliform Count (TCC) were tested and each test was duplicated. A cup of milk (COM) produced by dissolving 25 g of FCMP in 200 ml of water. COM of FCMP was compared with COM of liquid milk and p value &lt; 0.05 was considered significant.
DOI: 10.17632/3xkh5cmsnf
title: Metadatos: Repositorio de Acceso Abierto en Centros Regionales Universitarios, Anexos y Extensiones de la Universidad de Panamá

description: Metadatos: Repositorio de Acceso Abierto en Centros Regionales Universitarios, Anexos y Extensiones de la Universidad de Panamá
DOI: 10.17632/8dgmcs8ys2
title: TTDFT: A GPU accelerated Tucker tensor DFT code for large-scale Kohn-Sham DFT calculations

description: We present the Tucker tensor DFT (TTDFT) code which uses a tensor-structured algorithm with graphic processing unit (GPU) acceleration for conducting ground-state DFT calculations on large-scale systems. The Tucker tensor DFT algorithm uses a localized Tucker tensor basis computed from an additive separable approximation to the Kohn-Sham Hamiltonian. The discrete Kohn-Sham problem is solved using Chebyshev filtered subspace iteration method that relies on matrix-matrix multiplications of a sparse symmetric Hamiltonian matrix and a dense wavefunction matrix, expressed in the localized Tucker tensor basis. These matrix-matrix multiplication operations, which constitute the most computationally intensive step of the solution procedure, are GPU accelerated providing ∼8-fold GPU-CPU speedup for these operations on the largest systems studied. The computational performance of the TTDFT code is presented using benchmark studies on aluminum nano-particles and silicon quantum dots with system sizes ranging up to ∼7,000 atoms.
DOI: 10.17632/kwy63t55j7
title: The strength of an adhesive contact in the presence of interfacial defects

description: Adhesive contacts which possess a dominant stress concentration, such as at the contact edge in
spherical junctions or at the detachment front in a peeling film, are well studied. More complex
adhesive junction geometries, such as mushroom-shaped fibrils in bioinspired micropatterned
dry adhesives, have exhibited a complex dependence of adhesive strength on the presence of
interfacial defects within the contact. This has led to the emergence of statistical variation
of the local behavior among micropatterned sub-contacts. In order to examine the interplay
between geometry and interfacial defect character in control of the adhesive strength, the model
system of a stiff cylindrical probe on an elastic layer is examined. Both experiments (glass on
PDMS) and cohesive zone finite element simulations are performed, with analytical asymptotic
limits also considered. The thickness of the elastic layer is varied to alter the interfacial stress
distribution, with thinner layers having a reduced edge stress concentration at the expense
of increased stress at the contact center. The size and position of manufactured interfacial
defects is varied. It is observed that for the thickest substrates the edge stress concentration
is dominant, with detachment propagating from this region regardless of the presence of an
interfacial defect within the contact. Only very large center defects, with radius greater than
half of that of the contact influence the adhesive strength. This transition is in agreement
with analytical asymptotic limits. As the substrate is made thinner and the stress distribution
changes, a strong decay in adhesive strength with increasing center defect radius emerges. For
the thinnest substrate the flaw-insensitive upper bound is approached, suggesting that this
decay is dominated by a reduction in the contact area. For penny-shaped defects at increasing
radial positions, the adhesive strength for the thinnest substrates becomes non-monotonic. This
confirms an intricate interplay between the geometry-controlled interfacial stress distribution
and the size and position of interfacial defects in adhesive contacts, which will lead to statistical
variation in strength when defects form due to surface roughness, fabrication imperfections, or
contaminant particles.
DOI: 10.6084/m9.figshare.4766035.v1
title: Predicting above-ground density and distribution of small mammal prey species at large spatial scales

description: Datasets containing distances and covariate values for a study on small mammal density and remotely-sensed environmental covariates in shrub-steppe and grassland ecosystems in Wyoming, USA, 2010-2012.
DOI: 10.6084/m9.figshare.5431984
title: Function and regulation mechanism of <i>Chk1</i> during meiotic maturation in porcine oocytes

description: Checkpoint 1 (Chk1), as an important member of DNA replication checkpoint and DNA damage response, has an important role during the G2/M stage of mitosis. In this study, we used porcine oocyte as a model to investigate the function of <i>Chk1</i> during porcine oocyte maturation. <i>Chk1</i> was expressed from germinal vesicle (GV) to metaphase II (MII) stages, mainly localized in the cytoplasm at GV stage and moved to the spindle after germinal vesicle breakdown (GVBD). <i>Chk1</i> depletion not only induced oocytes to be arrested at MI stage with abnormal chromosomes arrangement, but also inhibited the degradation of Cyclin B1 and decreased the expression of Mitotic Arrest Deficient 2-Like 1 (Mad2L1), one of spindle assembly checkpoint (SAC) proteins, and cadherin 1 (Cdh1), one of coactivation for anaphase-promoting complex/cyclosome (APC/C). Moreover, <i>Chk1</i> overexpression delayed GVBD. These results demonstrated that <i>Chk1</i> facilitated the timely degradation of Cyclin B1 at anaphase I (AI) and maintained the expression of Mad2L1 and Cdh1, which ensured that all chromosomes were accurately located in a line, and then oocytes passed metaphase I (MI) and AI and exited from the first meiotic division successfully. In addition, we proved that Chk1 had not function on GVBD of porcine oocytes, which suggested that maturation of porcine oocytes did not need the DNA damage checkpoint, which was different from the mouse oocyte maturation.
DOI: 10.17632/fyct5d7sz7
title: Optimizing nitrogen estimates in common bean canopies throughout key growth stages via spectral and textural data from unmanned aerial vehicle (UAV) multispectral imagery

description: This study investigates the potential of utilizing multispectral imagery acquired from unmanned aerial vehicles (UAVs) to enhance the accuracy of leaf nitrogen content (LNC) estimation, a crucial parameter for assessing crop nitrogen status and guiding nitrogen management practices. We integrated selected vegetation indices (VIs) and texture data (gray level co-occurrence matrix - GLCM) derived from UAV-based multispectral images to estimate LNC in common bean (Phaseolus vulgaris L.). Therefore, the objectives of this study were (i) to determine the optimal VIs and texture metrics from UAV multispectral imagery for estimating LNC, and (ii) to explore the capability of integrating spectral and textural information in the improvement of N status monitoring.
DOI: 10.17632/sfhsfzzxxt
title: Percentage of queried products containing CAPB by product type and retailer

description: This figure displays the percentage of products found in product queries for each retailer listed that contain CAPB. Retailers were queried for "baby soap" and "baby shampoo" and percentages are taken out of the first 20 products returned upon sorting by "best selling" or a variant, unless further specified within the paper. This figure appears in the following publication: Collis RW, Sheinbein DM, Cocamidopropyl betaine is commonly found in hypoallergenic personal care products for children, Journal of the American Academy of Dermatology (2020), doi: https://doi.org/10.1016/j.jaad.2019.12.036.
DOI: 10.4121/uuid:b5013b9c-c462-479d-ad06-2ad15cc034e4
title: Real-world MDVRP data with realistic constraints

description: This dataset contains 9 Excel (xls) files that can be used as a new benchmark data for the solving of real-world multi-depot vehicle routing problems (MDVRP) with realistic constraints. All data are real and obtained experimentally by using MDVRP algorithm on production environment in one of the biggest distribution company in Bosnia and Herzegovina.
DOI: 10.6084/m9.figshare.20110796.v1
title: CHEESEHEAD_Data.zip

description: High frequency eddy covariance data collected from June to October of 2019 as part of the CHEESEHEAD19 campaign by 17 eddy covariance towers in Northern Wisconsin, USA, processed using Fluxpart (https://fluxpart.readthedocs.io/en/latest/index.html) in python. Fluxpart uses flux variance similarity theory to parititon Evaporation and Transpiration along with Respiration and Photosynthesis.
DOI: 10.6084/m9.figshare.28339910.v1
title: Chromosome-level genome assembly of <i>Garra rufa</i>

description: <i>Garra rufa </i>(doctor fish), is a small freshwater cyprinid with a high-temperature tolerance. In this study, we have generated a high-quality chromosome-levele genome assembly of <i>G. rufa</i> using a combination of PacBio HiFi long-read sequencing and Hi-C technology.
DOI: 10.6084/m9.figshare.9975980.v1
title: overview.zip

description: Output Folder of TOBIAS (https://github.com/loosolab/TOBIAS/) software on global findings, what TFs are driving individual conditions<br>
DOI: 10.17632/9wtzmtbfm6
title: Active Learning Motivation of Primary School Pupils in Malaysia

description: Active learning is an essence to create and enhance learning in 21st century education. Meanwhile, successful implementation of active learning relies heavily on learners’ motivation. This study was designed to explore the active learning experience of Malaysia primary school pupils regarding their learning motivation, with a focus on understanding the current situation of active learning implementation in Malaysia primary school education system and pupils’ overall active learning performance. Motivational factors of pupils’ active learning are found within the context. This is the raw data generated from semi-structured interview. The target population were Year 3 (9 years old) Malaysia primary school pupils. 14 pupils with significant active learning experience were purposefully recruited. The pupils were selected from a same school because the primary school undergoes NGO and government education transformation programmes. The Year 3 pupils in that school are the targets of active learning training program (MCII/MYReaders Remedial Reading Programme), which represent a community that might provide rich information to this work. All interviews were undertaken within May 2020 to July 2020. The interviews were audio-visual recorded and transcribed verbatim. The project has obtained formal approval from the Educational Planning and Research Division (EPDR), Ministry of Education in Malaysia (MOE), and the State Education Department. It is registered under Educational Research Application System (eRAS 2.0) with approval from Head of Curriculum and Instructional Technology Department, University of Malaya. Consent for audio recording, transcription, and data reporting was undertaken. Since the participants recruited are below 18 years old, the signature of parent(s) or legal guardian is required. The data has been thematic analysed. However, the data is opened for other form of analysis, especially in the field of active learning and child development and learning. Curriculum developers, instructional designers, and practitioners will benefit from the data as well.
DOI: 10.17632/rthwgtb5d5
title: Socio-Demographic Profile

description: The socio-demographic profile refers to a detailed description of the characteristics and attributes of individuals or populations within a specific group or community. It combines both social and demographic factors to create a comprehensive understanding of people's backgrounds, lifestyles, and positions within society. These profiles are often used in research, marketing, policy-making, and various social sciences to analyze trends and patterns within populations.
DOI: 10.6084/m9.figshare.12795152.v12
title: OCT raw scans - LR - Flume I

description: OCT scans at two lateral resolutions (40 um, 40 um, 2.18 um <i>x,y,z</i> respectively, labeled LR) and (11.1 um ,11.1 um and 2.18 um, labeled HR) were taken every 3 days in a 15 days experiment. LR scans have dimension 250 x 250 x 1024 pixels. HR scans are 900 x 900 x 1024 pixels, andtheir filename contains B1 (for the FFM) and B5 (for the SFM). Both HR and LR scans covered a total volume of 10 mm x 10 mm x 2.2 mm each. 66 x 3 low resolution (LR) scans covered an area of 0.4 m x 0.025 m in a tiled pattern. 3 x 3 high resolution (HR) scans were taken at the extremes of the same area of interest. Each scan (in .raw format) has a relative .json metadata file named accordingly. Files are labeled with the date and time of acquisition, while the last part of the file name identifies the tile. Days of biofilm development and replicate for each acquisition date are reported in the OCTScans_metadata.xls file.<br>
DOI: 10.6084/m9.figshare.19967528.v1
title: Spodoptera lab and field experiment data

description: Data for Lee et al paper on responses of Spodoptera exigua to auditory predator cues, auditory non-predator cues, and no-sound control
DOI: 10.17632/3bw6k4fy4y
title: Dataset of 36 publicly available multi-issue climate change adaptation plans of small and mid-size urban communities in France and the United States

description: The present dataset consists of metadata for 36 examples of publicly available multi-issue climate change adaptation plans of small and mid-size urban communities in France and the United States. Compiled by Lioubimtseva and da Cunha (2020) as a pilot sample for a comprehensive monitoring and evaluation system developed by the authors, the complete dataset comprises assessment results based on 24 criteria of plans structure, content, and planning process. To protect information about quality scores of individual planning documents, this published part of our dataset is limited to information about the cities’ profiles and their plans, with plan assessment results presented in Boolean format instead of actual assessment scores, and the highlights of the strong points of each plan (instead of the actual quantitative scores generated in our study). The purpose of this dataset is to provide users with references to examples of strong points of the first generation climate adaptation plans developed between 2007 and 2017 in both countries.
DOI: 10.17632/d5d6h8wffh
title: Digital tool for climate data analysis

description: Esta herramienta consiste en un archivo de extensión ".gh", ejecutable en Rhinoceros3D-Grasshopper. El mismo permite analizar los valores climáticos de un determinado sitio. El único requerimiento es poseer un archivo ".epw" del sitio deseado o bien, con conexión a internet, introducir la ruta del archivo a partir de https://www.ladybug.tools/epwmap/. Cabe aclarar que el archivo fue expuesto en un workshop en las instalaciones del CIEMAT (Madrid), a principios del año 2023, presentado por los profesores Marcello Turrini y Emanuele Naboni.
DOI: 10.17632/v94vzbwzf3
title: AA-MD simulation beta-sitosterol (BST), sonidegib (SNG) and cholesterol (CLR) with smoothened protein (SMO)

description: The data provided here are the raw and supplementary data for all atom (AA) molecular dynamic simulations of beta-sitosterol, sonidegib and cholesterol with smoothened protein (SMO), respectively. There are three folder; SMO-BST, SMO-CLR and SMO-SNG. In each folder, the topology (.tpr) and trajectory (.xtc) of respected complex for 10 ns of MD simulation were embedded together with four sub-folders of raw data from GROMACS package simulation, PyContact, g_mmpbsa and distance analysis. The distance folder contains the index file for targeted residues and also the video (.mpg and .mp4 format) of distance simulation between ARG451 and TRP535 residues produced by VMD software and online conversion tool. The GROMACS folder contains important execution files for smoothened and ligand topology preparation, solvation, energy minimization, equilibration, and molecular dynamic productions. The g_mmpbsa folder contains the output files (.dat) from the calculation of energy component. This folder also comprises of the PDB files containing energy values in B-factor which can be visualized by VMD software. The PyContact folder having the original outputs (.png) of interaction analysis between SMO and ligand that were generated from PyContact tool. The .tpr and .xtc files from MD production using GROMACS are important for the generation of raw data in g_mmpbsa, PyContact and distance analysis.
DOI: 10.6084/m9.figshare.14345486.v2
title: Table 1 Statistics of reported police cases involving land fraud from 2010 to 2019 in Malaysia.

description: Statistics of reported police cases involving land fraud from 2015 to 2019 according to states in Malaysia
DOI: 10.6084/m9.figshare.26052382.v1
title: Quadro 2. Versão final em português brasileiro do instrumento CPQ para a avaliação da proficiência de pessoas idosas no uso de computador. São Carlos, 2023..pdf

description: Versão final em português brasileiro do instrumento CPQ para a avaliação da proficiência de pessoas idosas no uso de computador.
DOI: 10.6084/m9.figshare.29002043.v1
title: SOX2

description: SOX2 dataset
DOI: 10.6084/m9.figshare.19114844.v3
title: The high spatial resolution multi-scale daily SPI raster dataset over China from 1979 to 2018

description: The daily SPI raster datasets of high spatial resolution in different timescales over China from 1979 to 2018 were developed based on the China Meteorological Forcing Dataset. It has a spatial resolution of 0.1° × 0.1°, a temporal resolution of 1-day, and the timescales of 30-, 90-, and 360-day. All data are in NetCDF format.
DOI: 10.6084/m9.figshare.22925924.v1
title: Dataset

description: The raw data of manuscript " Relationship between carbon emissions, economic growth, renewable energy consumption, foreign direct investment, and urban population in Vietnam".
DOI: 10.6084/m9.figshare.25332232.v1
title: Single-cell RNA-seq revealed distinct metabolic “micro-niches” and close microbe-host interaction in deep-sea chemosynthetic tubeworm

description: Single-cell RNA-seq revealed distinct metabolic “micro-niches” and close microbe-host interaction in deep-sea chemosynthetic tubeworm
DOI: 10.6084/m9.figshare.28516721.v1
title: Interpretable Web-Based Machine Learning Model for IVIG Resistance in Kawasaki Disease

description: Data ContentThis dataset includes comprehensive clinical and laboratory data from pediatric KD patients admitted to Fujian Provincial Hospital, affiliated with Fuzhou University. The data were collected retrospectively and include demographic characteristics, laboratory test results, and treatment details.UsageThis dataset is valuable for researchers and clinicians working on:Developing predictive models for IVIG resistance in KD.Exploring biomarkers associated with treatment response.Conducting comparative studies on pediatric vasculitis.Enhancing personalized treatment strategies for KD patients.Ethical ConsiderationsThe dataset has been fully anonymized to ensure patient confidentiality. Data collection and handling were conducted in compliance with ethical standards. The study was approved by the institutional ethics committee, and all procedures followed ethical guidelines for medical research involving human subjects.
DOI: 10.6084/m9.figshare.28738244.v50
title: Logic innovation

description: Logic innovation 9-pdf
DOI: 10.17632/825wb4mxzm
title: Stable isotope values of hydrogen and oxygen in different water bodies at different elevations in eastern Qilian Mountains（2018-2023）

description: Twelve sampling sites were set up in the eastern Qilian Mountains (101◦40'47" -- 102◦23'5"E, 37◦28'22" -- 38◦14'2" N) (Fig.1). From April 2018 to October 2023, a stable isotope monitoring network was established at four different elevation gradients: 2058-2390m, 2390-2721m, 2721-3448m, and 3448-3637m.
DOI: 10.6084/m9.figshare.1122750.v1
title: Table 1. Analyze information regarding the project RECIF

description: From: Un repositorio digital de contenido fílmico como recurso didáctico A Digital Repository of Filmic Content as a Teaching Resource Baptista, D.M., Araújo JR., R.H. & Carlan, E. (2010). O escopo da análise de informação. In: J. Robredo, M.J. Bräscher & M. Bräscher (Orgs.), Passeios no bosque da informação: estudos sobre representação e organização do informação e do conhecimento. Brasília DF: IBICIT. (goo.gl/kt4X56) (02-01-2014).
DOI: 10.6084/m9.figshare.1321211.v1
title: 4D/BTi headshape file

description: This is a 4D/BTi headshape file of representative subject, which can be used in combination with HCP MEG data for software that requires a hs_file. The headshape of HCP subjects is not released due to privacy restrictions. The headshape of HCP subjects is also not required for coregistration, since the coregistration is already done and transformations between various coordinate systems are shared in the anatomy package of each HCP subject.
DOI: 10.6084/m9.figshare.9730172.v1
title: 47 cases with probable MHRA

description: 47 cases from US FDA MAUDE database involving death, cardiotocography, and probable maternal heart rate artefact.
DOI: 10.17632/687sdyxwgs
title: HRVFIT2 study database

description: The aim of this study was to verify the superiority of high-intensity interval training (HIIT) to enhance parasympathetic activity, cardiorespiratory fitness and cardiac function when compared to moderate intensity continuous training (MICT) in a short and intense cardiac rehabilitation program (RP). Methods: This is a prospective, monocentric, evaluator-blinded, randomized (1 :1) study with a two arm parallel group design. 31 voluntary chronic heart failure (CHF) patients (LVEF &lt; 45 %) were included either to MICT (n=15) or HIIT group (n=16) for a short RP (27 ± 4 days). They underwent, at entry and at the end of the study, a 24-hour ECG recording, an echocardiography and a cardiopulmonary exercise test. Results: The High-Frequency power (HFnu, %) measured with HRV increased in HIIT group (from 21.2 to 26.4 %, p&lt;0.001) but remained unchanged in MICT group (from 23.1 to 21.9 %, p=0.444) with significant inter-group difference: p=0.003. Resting heart rate (24-h Holter ECG) decreased significantly in both groups (from 68.2 to 64.6 bpm and from 66.0 to 63.5 bpm for MICT and HIIT respectively, without inter-group difference: p=0.578). No difference in premature ventricular contractions was observed between groups. V̇O2peak improvement was greater after HIIT when compared to MICT (+21 % vs +5% respectively, p=0.009). LVEF only improved in HIIT group (from 36.2 to 39.5 %, p=0.034).