cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14769054.v2
title: Grouned-Video-Entity Linking

description: <b>ActivityNet-EKG: A resource for Video-Textual-Knowledge-Entity Linking</b> <br><br>To understand the content of a document, consist of a video and some textual descriptions, an artificial agent will need to recognized jointly both the entities shown in the video and mentioned in the text, and to link them with its background knowledge. This is an important but at the same time a complex task, that we called Video-Textual-Knowledge-Entity-Linking (ViTEL). The ViTEL task aims to links both the video and textual entity mentions with the<br>corresponding entity (candidate) of a knowledge-base (Ontology). Solving this problem will open a wide range of opportunities to improve and integrate the scientific community of multimedia and semantic web for solving different tasks efficiently. In this project, we proposed ActivityNet-EKG (ActivityNet-Entity-Knowledge-Graph)<br>dataset, consisting of video clips, corresponding descriptions (captions), in which aligned visual and textual entity mentions are both annotated with the corresponding entities typed (class) according to DBpedia [1], and Wikidata [41] knowledge-bases. The ActivityNetEKG dataset can be used for training and evaluating algorithms<br>solving the problem of Video-Textual-Knowledge-Entity-Linking. <br><br>
DOI: 10.6084/m9.figshare.9784964.v1
title: Subject 1

description: Data from Subject 1
DOI: 10.6084/m9.figshare.24989604.v4
title: data.txt

description: The psychological dimensions of the teaching of mathematics are attracting increasing attention in research literature. The present data are used to analyse the beliefs and attitudes of a sample of preservice and in-service teachers in the partner institutions (in Italy, France and Spain) of a specific European project in the area of innovation.
DOI: 10.6084/m9.figshare.25366024.v1
title: WeiboText2019

description: This is a text data downloaded from Sina Weibo related to flood disasters.
DOI: 10.6084/m9.figshare.14241914.v3
title: SERVQUAL model with interrelated dimensions. The case of the pharmacy in Mexico. Data set

description: This dataset show the measeure of diferent dimension of servqual in 100 pharmacies in Mexico, purchase frecuency, gender and perception of quality.
DOI: 10.25420/britishmuseum.28350851.v1
title: The chhot build diary

description: A diary summarising the daily activities of the cosntruction of the chhot boat over 31 days.
DOI: 10.5522/04/28669289.v1
title: Processed striatal dopamine fiber photometry data, required to reproduce all photometry figures (except EDfig5pqrstwvxy and EDfig12dfg)

description: Dopaminergic action prediction errors serve as a value-free teaching signalAnimals’ choice behavior is characterized by two main tendencies: taking actions that led to rewards and repeating past actions. Theory suggests these strategies may be reinforced by different types of dopaminergic teaching signals: reward prediction error to reinforce value-based associations and movement-based action prediction errors to reinforce value-free repetitive associations. Here we use an auditory-discrimination task in mice to show that movement-related dopamine activity in the tail of the striatum encodes the hypothesized action prediction error signal. Causal manipulations reveal that this prediction error serves as a value-free teaching signal that supports learning by reinforcing repeated associations. Computational modelling and experiments demonstrate that action prediction errors alone cannot support reward-guided learning but when paired with the reward prediction error circuitry they serve to consolidate stable sound-action associations in a value-free manner. Together we show that there are two types of dopaminergic prediction errors that work in tandem to support learning, each reinforcing different types of association in different striatal areas.This is fiber photometry data of mice during learning and expert stages of the cloud of tones task. This fiber photometry dataset is in a processed form - characterising dopamine responses to behavioral events in the cloud of tones task in the tail and ventral striatum. This is the dataset required to run final stage analysis and plotting code to reproduce all photometry figures excluding ED Figure 5 O-Y and ED Figure 12. <br>
DOI: 10.6084/m9.figshare.25722738.v1
title: eTabellen_1_2_3_4.xlsx

description: Eine selektive Literaturrecherche wurde nach zuvor festgelegten Kriterien durchgeführt, um Studien von Erwachsenen mit CKD zu identifizieren, die mittels molekulargenetischer Diagnostik auf monogene Nierenerkrankungen hin untersucht wurden.
DOI: 10.6084/m9.figshare.26180797.v1
title: Carnivora GBP5 codon Prank alignment (for Le Corf et al. 2025)

description: Carnivora GBP5 codon Prank alignment (for Le Corf et al. 2025)
DOI: 10.17632/j2xjj56y4p
title: Data

description: This is the data from the cultivation experiment
DOI: 10.17632/j2xjj56y4p.1
title: Data

description: This is the data from the cultivation experiment
DOI: 10.6084/m9.figshare.17054558.v1
title: 元宇宙文献数据

description: 元宇宙文献数据，数据采集源Web of Science。数据采集于2021年11月12日
DOI: 10.6084/m9.figshare.27633558.v1
title: 2024 - Eichner and Wu et al - Raw Data

description: This dataset are microscopy images of <i>Streptococcus pneumoniae</i> to verify and measure capsule production. A macro for Fiji is also attached including a protocol on how to perform microscopy and macro usage.It further contains raw data of immunoblots of capsular polysaccharides and a detailed protocol on how to perform the blot.
DOI: 10.6084/m9.figshare.28137719.v1
title: data.zip

description: This is the raw data related by a manuscript
DOI: 10.6084/m9.figshare.26340628.v2
title: SERVQUAL for HR

description: Enhancing Organizational Sustainability through Strategic HR Leadership in Digital Skill Acquisition
DOI: 10.6084/m9.figshare.5999222.v1
title: Supplementary Material for: Mechanical Thrombectomy in Elderly Stroke Patients with Mild-to-Moderate Baseline Disability

description: <b><i>Background:</i></b> The number of elderly patients suffering from ischemic stroke is rising. Randomized trials of mechanical thrombectomy (MT) generally exclude patients over the age of 80 years with baseline disability. The aim of this study was to understand the efficacy and safety of MT in elderly patients, many of whom may have baseline impairment. <b><i>Methods:</i></b> Between January 2015 and April 2017, 96 patients ≥80 years old who underwent MT for stroke were selected for a chart review. The data included baseline characteristics, time to treatment, the rate of revascularization, procedural complications, mortality, and 90-day good outcome defined as a modified Rankin Scale (mRS) score of 0–2 or return to baseline. <b><i>Results:</i></b> Of the 96 patients, 50 had mild baseline disability (mRS score 0–1) and 46 had moderate disability (mRS score 2–4). Recanalization was achieved in 84% of the patients, and the rate of symptomatic hemorrhage was 6%. At 90 days, 34% of the patients had a good outcome. There were no significant differences in good outcome between those with mild and those with moderate baseline disability (43 vs. 24%, <i>p</i> = 0.08), between those aged ≤85 and those aged &gt; 85 years (40.8 vs. 26.1%, <i>p</i> = 0.19), and between those treated within and those treated beyond 8 h (39 vs. 20%, <i>p</i> = 0.1). The mortality rate was 38.5% at 90 days. The Alberta Stroke Program Early CT Score (ASPECTS) and the National Institutes of Health Stroke Scale (NIHSS) predicted good outcome regardless of baseline disability (<i>p</i> &lt; 0.001 and <i>p</i> = 0.009, respectively). <b><i>Conclusion:</i></b> Advanced age, baseline disability, and delayed treatment are associated with sub­optimal outcomes after MT. However, redefining good outcome to include return to baseline functioning demonstrates that one-third of this patient population benefits from MT, suggesting the real-life utility of this treatment.
DOI: 10.6084/m9.figshare.22191265.v1
title: Interview Transcript for Emotional Geographies of Graduate Student Teachers.docx

description: This data provides the interview transcripts of graduate student teachers which talk about their emotional geographies when doing teaching oracticum.
DOI: 10.6084/m9.figshare.5593231.v2
title: APS dataset

description: This is the APS dataset with estimated parameters.
DOI: 10.6084/m9.figshare.11999967.v1
title: Alignment and tree files from Figure 1

description: Please find alignments and phylogenies for "The Archaeal Roots of the Eukaryotic Dynamic Actin Cytoskeleton".
DOI: 10.6084/m9.figshare.13640612.v1
title: Processed Data.zip

description: Processed data for benchmarking analysis
DOI: 10.6084/m9.figshare.28253981.v1
title: Digital twin-driven dynamic scheduling in flexible job shop considering worker factors towards Industry 5.0

description: This is the experimental data of the manuscript entitled “Digital twin-driven dynamic scheduling in flexible job shop considering worker factors towards Industry 5.0”.
DOI: 10.15468/dl.62grmh
title: Occurrence Download

description: A dataset containing 812277 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Potadoma Swainson, 1840, Pachymelania E.A.Smith, 1893, Melanoides Olivier, 1804, Pseudocleopatra Thiele, 1928, Lymnaea Lamarck, 1799, Ferrissia B.Walker, 1903, Biomphalaria Preston, 1910, Indoplanorbis Annandale & Prashad, 1921, Bulinus O.F.Müller, 1781, Aplexa J.Fleming, 1820, Animalia, Mollusca)",
 "Country is one of (Nigeria)"
 ]
}

 The dataset includes 812277 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009423-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuan4n
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UNIS AB-202 fish sampling 2025"
 ]
}

 The dataset includes 75 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009437-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27680094.v1
title: Raw data.xlsx

description: https://doi.org/10.1111/eci.14069BackgroundThe consumption of high-caloric diets strongly contributes to the development of non-communicable diseases (NCDs), including cardiovascular disease, the leading cause of mortality worldwide. Exercise (along with diet intervention) is one of the primary non-pharmacological approaches to promote a healthier lifestyle and counteract the rampant prevalence of NCDs. The present study evaluated the effects of exercise cessation after a short period training on the cardiac metabolic and mitochondrial function of female rats.MethodsSeven-week-old female Sprague–Dawley rats were fed a control or a high-fat, high-sugar (HFHS) diet and, after 7 weeks, the animals were kept on a sedentary lifestyle or submitted to endurance exercise for 3 weeks (6 days per week, 20–60 min/day). The cardiac samples were analysed 8 weeks after exercise cessation.ResultsThe consumption of the HFHS diet triggered impaired glucose tolerance, whereas the HFHS diet and physical exercise resulted in different responses in plasma adiponectin and leptin levels. Cardiac mitochondrial respiration efficiency was decreased by the HFHS diet consumption, which led to reduced ATP and increased NAD(P)H mitochondrial levels, which remained prevented by exercise 8 weeks after cessation. Exercise training-induced cardiac adaptations in redox balance, namely increased relative expression of Nrf2 and downstream antioxidant enzymes persist after an eight-week exercise cessation period.ConclusionsEndurance exercise modulated cardiac redox balance and mitochondrial efficiency in female rats fed a HFHS diet. These findings suggest that exercise may elicit cardiac adaptations crucial for its role as a non-pharmacological intervention for individuals at risk of developing NCDs.
DOI: 10.6084/m9.figshare.8041352.v1
title: rpS3 gene phylogenetic tree

description: A Maximum Likelihood phylogenetic tree of rpS3 gene dataset.<br>
DOI: 10.6084/m9.figshare.21731804.v2
title: Simulation data of cartilage growth associated with bioRxiv preprint 10.1101/2022.06.27.497736

description: Simulation data of cartilage growth associated with the bioRxiv preprint with DOI 10.1101/2022.06.27.497736, "Contributions of cell behavior to geometric order in embryonic cartilage"Version 2 adds the data for the numerical experiment on the effect of noise in the cell division orientation, as well as some manual plots necessary to regenerate the manuscript figures.The code used to generate the simulation data can be found at https://github.com/somathias/CartilageCBM as a user project for the Chaste software (https://www.cs.ox.ac.uk/chaste/cell_based_index.html).
DOI: 10.6084/m9.figshare.20067332.v8
title: Dataset and supplemental material for "Overcoming barriers for seed-based restoration in the world’s largest tropical wetland"

description: (1) Raw data sheet: database comprising all the references and the items used in this review. <br> (2) Table S2 sheet: data on seed-related functional attributes relevant for achievable restoration plans of the species included in the articles on seed ecology in the Pantanal wetland: growth-form, substrate where the seed germinates, substrate where the plant grows (plant life-form), type of fruit, dispersal mode, studied topics for each species, presence or absence of dormancy, and type of dormancy are included. <br> (2) Tabla S3 sheet: list of the species and their respective families included in the articles on seed ecology in the Pantanal wetland. Data about the number of cases (frequency), number of articles and percentage of articles over the total of published articles for each species are included. <br>
DOI: 10.6084/m9.figshare.3472679.v2
title: Matlab code for examination of modularity

description: This is a collection of Matlab functions used to analyze the networks in the publication The Multilayer Nature of Ecological Networks. Please read the original paper for details on what these functions do. Citation:<br>Pilosof S, Porter MA, Pascual M, Kefi S. The multilayer nature of ecological networks. (2017) Nature Ecology & Evolution. <br><br>Each code has a detailed description but if you need more details contact me at: shainova@gmail.com<br><br>The code which creates the modularity matrix for bipartite networks was modified from http://netwiki.amath.unc.edu/GenLouvain/GenLouvain with help of Lucas Jeub and Mason A. Porter.<br>The GenLouvain code (version 2.0, 2014) was downloaded from: http://netwiki.amath.unc.edu/GenLouvain/GenLouvain on July 2016 and was not modified. Citation:<br>Inderjit S. Jutla, Lucas G. S. Jeub, and Peter J. Mucha, "A generalized Louvain method for community detection implemented in MATLAB," http://netwiki.amath.unc.edu/GenLouvain (2011-2014).<br><br>Please cite this code when you use it (or parts of it).<br>
DOI: 10.6084/m9.figshare.5114275.v1
title: A guide to robust statistical methods in neuroscience

description: This package provides data, code and notebooks to reproduce the analyses and figures in:<br>Wilcox & Rousselet (submitted)<br>A guide to robust statistical methods in neuroscience<br><br>The general goal was to describe and illustrate some of the many improved methods for comparing groups and studying associations. General suggestions are made about which methods perform relatively well. Installing the required R functions is described in our paper. All the figures are also included in pdf format.<br><br><br>
DOI: 10.6084/m9.figshare.14737488.v1
title: data

description: The data for IEEE 34-bus test system
DOI: 10.6084/m9.figshare.21302868.v4
title: <b>Gondwanan Flood Basalts Linked Seismically to Plume-Induced Lithosphere </b><b>Instability</b>

description: This data contains the Underworld2 (version 2.13.0b) scripts and plotting scripts. PlumeLith1024_768_Lower660km100km_SideFixed_MeltingRateNew_LithVisc_LithDen_WeakZoneDensityOutput.py This file is the python script with free-slip surface boundary condition.PlumeLith1024_768_Lower660km100km_SideFixed_MeltingRateNew_LithVisc_LithDen_WeakZone_Tau_SurfaceVeloDensityOutput.py. This file is the python script with imposed surface velocity boundary condition.plotExp3.0VaryPre_MLD_LithViscDen_WeakZone_ZoomMeltingNewDensityOutput_NoWord_ColorFabio.py. This file is the plotting scripts of different fields.<br>
DOI: 10.6084/m9.figshare.14170622.v1
title: Data for Fast photothermal spatial light modulation for quantitative phase imaging at the nanoscale

description: Hadrien; Holanová, Kristýna; Bujak, Łukasz; Vala, Milan; Henrichs, Verena; Lánský, Zdeněk; et al. (2021): Data for Fast photothermal spatial light modulation for quantitative phase imaging at the nanoscale. figshare. <br>Dataset. https://doi.org/10.6084/m9.figshare.14170622.v1<br> <br>
DOI: 10.6084/m9.figshare.19394252.v1
title: Wu_Wotring_Cory_Studies_for_repo.csv

description: File contains data and available metadata on medications that have been undergone stability testing in NASA-sponsored drug stability studies. These data are studies of opportunity, not controlled pair-matched samples
DOI: 10.6084/m9.figshare.3492410.v1
title: Protein synthesis and degradation are essential to regulate germline stem cell homeostasis in Drosophila testes

description: The homeostasis of self-renewal and differentiation in stem cells is strictly controlled by intrinsic signals and their niche. We conducted a large-scale RNA interference (RNAi) screen in <i>Drosophila</i> testes and identified 221 genes required for germline stem cell (GSC) maintenance or differentiation. Knockdown of these genes in transit-amplifying spermatogonia and cyst cells further revealed various phenotypes. Complex analysis uncovered that many of the identified genes are involved in key steps of protein synthesis and degradation. A group of genes that are required for mRNA splicing and protein translation contributes to both GSC self-renewal and early germ cell differentiation. Loss of genes in protein degradation pathway in cyst cells leads to testis tumor with overproliferated germ cells. Importantly, in the Cullin 4-Ring E3 ubiquitin ligase (CRL4) complex, we identified multiple proteins that are critical to GSC self-renewal. pic/DDB1, the linker protein of CRL4, is not only required for GSC self-renewal in flies but also for maintenance of spermatogonial stem cells (SSCs) in mice.
DOI: 10.6084/m9.figshare.6914033.v1
title: Analysis of Family of Large Pseudomonas Megaplasmids

description: Annotation files of two megaplasmids used for comparison in associated manuscript. Sequences within the .fna file were also used for all sequence based comparisons. Also included is a fasta file of the genome assembly of Pseudomonas sp. Leaf58, which contains two circular contigs (chromosome of 5,432,868bp and megaplasmid of 904,253bp).
DOI: 10.6084/m9.figshare.945761.v3
title: Data Repositories registered in Databib and re3data

description: Underlying data for Data Pub blog post, <em>Finding Disciplinary Data Repositories with DataBib and re3data</em>
DOI: 10.6084/m9.figshare.24306013.v1
title: mmDetection results

description: Containing subfolders: faster_rcnn_r50_fpn_adhd/ and faster_rcnn_r50_gfap/. Both of them contain the training configuration, loss curves, metrics and evaluations on each individual test set against the GT annotations. We share these results for reproducibility.
DOI: 10.6084/m9.figshare.25634289.v1
title: A Team Cognition Measurement Method for Single Pilot Operations Human-Machine System Design

description: Team cognition is an important indicator to reflect the trend of single pilot operation (SPO) human-machine system team performance. How to measure team cognition to explore different function allocation decisions before the implementation of prototypes or simulators has become a significant step in the early SPO human-machine system design. Therefore, this article proposed a team cognition measurement method based on the social network analysis (SNA) method, namely cognitive social network analysis (CSNA). The CSNA method firstly identified the nodes, edge directions and channel resource values of each task; secondly calculated the cognitive demands of each task based on multiple resource theory; thirdly summed the cognitive demands of the same task to construct the association matrix; and finally calculated global and nodal network metrics. The results of the study showed that (1) the CSNA method could identify design flaws of the initial SPO human-machine system; (2) the CSNA method increased the ability to identify the changes in both the cognitive demands of tasks and the overall workloads of human agents compared to the SNA method; (3) the CSNA method could help researchers make reasonable design suggestions to improve the team performance of the redesigned SPO human-machine system. The above results not only verify the feasibility of the CSNA method, but also show that the CSNA method is superior to the current SNA method.
DOI: 10.6084/m9.figshare.12458438.v1
title: Supplementary Material for: Are Genetic Variants Associated with the Location of Cerebral Arterial Lesions in Stroke Patients?

description: <b><i>Background:</i></b> Genetic variants may play a role in determining the location of cerebral atherosclerosis. We aimed to investigate the association between <i>RNF213</i>, <i>MMP2</i>, and genetic polymorphisms linked to vascular tortuosity with the location of cerebral arterial atherosclerosis. <b><i>Methods:</i></b> A prospective case-control study was conducted on patients with ischemic stroke and age- and sex-matched stroke-free controls. The stroke patients were categorized into those with intracranial artery atherosclerosis (ICAS), extracranial artery atherosclerosis (ECAS), and small vessel occlusion (SVO). Six single nucleotide polymorphisms (SNPs) including rs2118181 (<i>FBN1</i>), rs2179357 (<i>SLC2A10</i>), rs1036095 (<i>TGFBR2</i>), rs243865 (<i>MMP2</i>), rs1800470 (<i>TGFB1</i>), and rs112735431 (<i>RNF213</i>) were analyzed with the TaqMan Genotyping Assay, and the distribution of genotypes across groups was compared. <b><i>Results:</i></b> None of the 6 SNPs were associated with stroke on comparing the 449 stroke patients (71 with ECAS, 169 with ICAS, and 209 with SVO) to the 447 controls. In the subgroup analysis, the adjusted odds ratios (aORs) for age and sex indicated a significant association between rs112735431 and ICAS in the allele comparison analysis and in the additive and dominant model analyses. rs112735431 was associated with anterior circulation involvement and increased burden of cerebral atherosclerosis. rs2179357 was significantly associated with ICAS in the recessive model analysis, and rs1800470 was significantly associated with ECAS in the recessive model analysis when compared to controls. <b><i>Conclusion:</i></b> rs112735431 was associated with ICAS and increased atherosclerosis burden in Korean stroke patients. Further studies are needed to elucidate the role of rs112735431 and to confirm the association of rs2179357 and rs1800470 with cerebral atherosclerosis.
DOI: 10.6084/m9.figshare.20285808.v2
title: Dataset of Urban Hotels Reviews

description: Data were collected from a hotel reservation website (2,562 reviews extracted from Booking.com)
DOI: 10.6084/m9.figshare.25487905.v1
title: 价值共创的互助养老服务时间币智联区块链系统用户服务满意度影响调查数据

description: 价值共创的互助养老服务时间币智联区块链系统用户服务满意度影响调查数据