cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.8340860.v1
title: A study of knowledge, experience and beliefs about Hepatitis B virus infection in south western Uganda

description: The files here represent the metadata underpinning a study to investigate knowledge, experience and beliefs surrounding hepatitis b virus (HBV) infection in south-west Uganda.<br><b>S1 Table: </b>Data extraction summarising responses to discussion about knowledge, experience and beliefs about Hepatitis B virus infection from 131 study participants in Uganda. Table summarises feedback from individuals and group discussions. <br><b>S2 Tables:</b> Common themes obtained from analysing responses obtained from study participants participating in discussion about knowledge, experience and beliefs about Hepatitis B virus infection in Uganda. These represent responses from all individuals represented in the study. Note there is not a defined denominator, as there were differing approaches to approach discussion with study participants. <br>The study was approved by the Science and Ethics Committee of the Uganda Virus Research Institute (ref: GC/127/18/05/645 and the Oxford Tropical Research Ethics Committee (ref: 516-18).
DOI: 10.6084/m9.figshare.8340698
title: Greenstein Anger and Misinformation

description: Loftus 3-phase misinformation paradigm. Between each phase, half the participants underwent an anger induction. <br><br>See published work for greater detail.<br>
DOI: 10.6084/m9.figshare.8340698.v1
title: Greenstein Anger and Misinformation

description: Loftus 3-phase misinformation paradigm. Between each phase, half the participants underwent an anger induction. <br><br>See published work for greater detail.<br>
DOI: 10.15131/shef.data.8340578
title: Data for: Global loss of climate connectivity in tropical forests

description: Climate connectivity data supporting the findings of the publication "Global loss of climate connectivity in tropical forests".<br>The metric 'climate connectivity' describes the physical connectedness of the focal habitat to locations with an analogous climate under projected future climate warming. <br>Spatial data are provided as ESRI shapefiles and .Rds files (for use in R). They include climate connectivity in the years 2000 and 2012, and also the change in climate connectivity from 2000 to 2012.<br>Summary data for statistical analyses are provided as .Rds files.
DOI: 10.6084/m9.figshare.8340899.v1
title: oss-trust-dataset

description: Dataset of 179 Python Projects
DOI: 10.15131/shef.data.8340578.v1
title: Data for: Global loss of climate connectivity in tropical forests

description: Climate connectivity data supporting the findings of the publication "Global loss of climate connectivity in tropical forests".<br>The metric 'climate connectivity' describes the physical connectedness of the focal habitat to locations with an analogous climate under projected future climate warming. <br>Spatial data are provided as ESRI shapefiles and .Rds files (for use in R). They include climate connectivity in the years 2000 and 2012, and also the change in climate connectivity from 2000 to 2012.<br>Summary data for statistical analyses are provided as .Rds files.
DOI: 10.7483/opendata.cms.lxnh.zqpa
title: /ElectronHad/Run2011B-12Oct2013-v1/AOD
DOI: 10.6084/m9.figshare.8340899.v2
title: oss-trust-dataset

description: Dataset of 179 Python Projects
DOI: 10.6084/m9.figshare.8340410
title: Data AliTS PhD

description: The data stored here belongs to three semi-independent projects:<br>- MRI of rat knee joints with PTOA - Assessment of Mammographic Density by NMR MOUSE- MRI of kangaroo knee cartilages for the assessment of collagen anisotropy
DOI: 10.6084/m9.figshare.8340899.v3
title: A Dataset for Estimating Trust between Open Source Software Developers

description: This dataset consists of information about 179 Python projects on GitHub.
DOI: 10.6084/m9.figshare.8340410.v1
title: Data AliTS PhD

description: The data stored here belongs to three semi-independent projects:<br>- MRI of rat knee joints with PTOA - Assessment of Mammographic Density by NMR MOUSE- MRI of kangaroo knee cartilages for the assessment of collagen anisotropy
DOI: 10.6084/m9.figshare.8337692
title: Marchantia inflexa genome annotation

description: Genome annotation for the <i>Marchantia inflexa</i> genome assembly. <br> The paper describing this assembly is availble at: https://www.nature.com/articles/s41598-019-45039-9 <br> The unprocessed sequence data associated with this study are available in GenBank (accession numbers: SRR7348360 and SRR7348361). This Whole Genome Shotgun project (M_inflexa_v1.1) has been deposited at DDBJ/ENA/GenBank under the accession QLSQ00000000, version QLSQ01000000. <br> The complete mitochondrial and chloroplast sequences are available at FigShare (https://doi.org/10.6084/m9.figshare.6639209.v1).<br>
DOI: 10.6084/m9.figshare.8340899.v4
title: A Dataset for Estimating Trust between Open Source Software Developers

description: This dataset consists of data from 179 Python projects on GitHub used for estimating trust between open source software developers. <br>The data includes (1) pull request data for each project, (2) manual annotations for a subset of pull requests, and (3) computed trust values between pull request generator and members of the corresponding project for a set of accepted and rejected pull requests.
DOI: 10.7483/opendata.cms.8rrh.4mcc
title: /HT/Run2011B-12Oct2013-v1/AOD
DOI: 10.6084/m9.figshare.8340899.v5
title: A Dataset for Estimating Trust between Open Source Software Developers

description: This dataset consists of data from 179 Python projects on GitHub used for estimating trust between open source software developers. <br>The data includes (1) pull request data for each project, (2) manual annotations for a subset of pull requests, and (3) computed trust values between pull request generator and members of the corresponding project for a set of accepted and rejected pull requests.
DOI: 10.6084/m9.figshare.8340899.v7
title: A Dataset for Estimating Trust between Open Source Software Developers

description: This dataset consists of data from 179 Python projects on GitHub used for estimating trust between open source software developers. <br>The data includes (1) pull request data for each project, (2) manual annotations for a subset of pull requests, and (3) computed trust values between pull request generator and members of the corresponding project for a set of accepted and rejected pull requests.
DOI: 10.6084/m9.figshare.8340899.v6
title: A Dataset for Estimating Trust between Open Source Software Developers

description: This dataset consists of data from 179 Python projects on GitHub used for estimating trust between open source software developers. <br>The data includes (1) pull request data for each project, (2) manual annotations for a subset of pull requests, and (3) computed trust values between pull request generator and members of the corresponding project for a set of accepted and rejected pull requests.
DOI: 10.7483/opendata.cms.5jya.hksg
title: /Jet/Run2011B-12Oct2013-v1/AOD
DOI: 10.6084/m9.figshare.8337479
title: BDD_KAP on EPDs_FINALE Forécariah_DSYK-LANS.sav

description: Dataset used to write the original article's manuscript on KAP on Epidemic-prone diseases, Cholera and Ebola virus disease, in Forécariah county, Guinea. Households' heads were the respondents of the study. One head of household was randomly selected from each household to participate voluntarily in the survey.<b></b><i></i><sub></sub><sup></sup><br>
DOI: 10.6084/m9.figshare.8337452
title: megnet predicted moduli

description: The bulk and shear moduli for materials in the Materials Project database. <br>
DOI: 10.6084/m9.figshare.8337479.v1
title: BDD_KAP on EPDs_FINALE Forécariah_DSYK-LANS.sav

description: Dataset used to write the original article's manuscript on KAP on Epidemic-prone diseases, Cholera and Ebola virus disease, in Forécariah county, Guinea. Households' heads were the respondents of the study. One head of household was randomly selected from each household to participate voluntarily in the survey.<b></b><i></i><sub></sub><sup></sup><br>
DOI: 10.7483/opendata.cms.js85.nndy
title: /MET/Run2011B-12Oct2013-v1/AOD
DOI: 10.6084/m9.figshare.8337437
title: Population-level sensitivity to landscape variables reflects individual-based habitat selection in a woodland bat species.R

description: Data and script used to perform model averaging in the paper "Population-level sensitivity to landscape variables reflects individual-based habitat selection in a woodland bat species"<br>
DOI: 10.6084/m9.figshare.8337452.v1
title: megnet predicted moduli

description: The bulk and shear moduli for materials in the Materials Project database. <br>
DOI: 10.6084/m9.figshare.8337314
title: Supplementary files mSystems0018519.zip

description: Supplementary Files
DOI: 10.6084/m9.figshare.8337314.v1
title: Supplementary files mSystems0018519.zip

description: Supplementary Files
DOI: 10.6084/m9.figshare.8337299
title: econis-stw-eng-100k.zip

description: A dataset of 100k english research papers from the economics domain. It includes authors and annotations with the controlled vocabulary STW.<br>author.csv: author_id, paper_idpaper.csv: paper_id,year,titleannotation.csv: paper_id,subject<br>Separate file:stw-concept2subthesaurus.csv maps the subjects to the respective subthesaurus in the STW.
DOI: 10.7483/opendata.cms.4w3b.go96
title: /MinimumBias/Run2011B-12Oct2013-v1/AOD
DOI: 10.6084/m9.figshare.8337290
title: Improving pedestrian safety using combined HOG and Haar partial detection in mobile systems

description: <b>Objective:</b> The objective of this study is to develop a novel algorithm on a mobile system that can warn drivers about the possibility of a collision with a pedestrian. The constraints of the algorithm are near-real-time detection speed and a good detection rate. <b>Method:</b> Histogram of gradients (HOG)-based detection is widely used in pedestrian safety applications; however, it has low detection speed for real-time systems. Hence, it has no direct usage for mobile systems. In order to achieve near-real-time detection speed, partial Haar transform predetections are applied to an image before HOG detection. The partial and HOG detections are merged and a score-based confidence level is defined for the final detection phase. In this way, the outcome is prioritized and different warning levels can be issued to warn the driver before a possible pedestrian collision. <b>Results:</b> The proposed algorithm provides an increase in detection speed (from 46 to 76 fps) and detection rate (from 80 to 91%) with respect to HOG-based pedestrian detection. It also improves confidence of the results by multidetection merging and score assignment to detections. <b>Conclusions:</b> Performance improvement of the algorithm is compared with respect to state-of-the-art detectors/algorithms. Based on the detection rate and detection speed performance, it can be concluded that the proposed algorithm is suitable to be used for mobile systems to warn drivers about the possibility of collision with a pedestrian.
DOI: 10.6084/m9.figshare.8337299.v1
title: econis-stw-eng-100k.zip

description: A dataset of 100k english research papers from the economics domain. It includes authors and annotations with the controlled vocabulary STW.<br>author.csv: author_id, paper_idpaper.csv: paper_id,year,titleannotation.csv: paper_id,subject<br>Separate file:stw-concept2subthesaurus.csv maps the subjects to the respective subthesaurus in the STW.
DOI: 10.6084/m9.figshare.8337212
title: R_Script_learning_rates

description: Code for R analysis
DOI: 10.6084/m9.figshare.8337212.v1
title: R_Script_learning_rates

description: Code for R analysis
DOI: 10.6084/m9.figshare.8337083
title: supplemental

description: supplemental info
DOI: 10.6084/m9.figshare.8337092
title: Application-aware Intrusion Detection: A Systematic Literature Review and Implications for Automotive Systems - Supplementary Information

description: This data constitutes supplementary information for our publication "Application-aware Intrusion Detection: A Systematic Literature Review and Implications for Automotive Systems". <br>Supplementary Information.pdf provides summaries of all publications selected for classification.<br>Overview.xls shows the classification of the publications. <br>SearchDocumentation.xls shows all 844 initial publications and the reasons for their inclusion or exclusion respectively.<br>
DOI: 10.7483/opendata.cms.8gbf.by3p
title: /MuEG/Run2011B-12Oct2013-v1/AOD
DOI: 10.6084/m9.figshare.8337092.v1
title: Application-aware Intrusion Detection: A Systematic Literature Review and Implications for Automotive Systems - Supplementary Information

description: This data constitutes supplementary information for our publication "Application-aware Intrusion Detection: A Systematic Literature Review and Implications for Automotive Systems". <br>Supplementary Information.pdf provides summaries of all publications selected for classification.<br>Overview.xls shows the classification of the publications. <br>SearchDocumentation.xls shows all 844 initial publications and the reasons for their inclusion or exclusion respectively.<br>
DOI: 10.6084/m9.figshare.8337083.v2
title: supplemental

description: supplemental info
DOI: 10.17028/rd.lboro.8336933
title: Development of a pragmatic framework to help food and drink manufacturers select the most sustainable food waste valorisation strategy - Supplementary Material

description: Supplementary information file for article: Development of a pragmatic framework to help food and drink manufacturers select the most sustainable food waste valorisation strategy.<br>Abstract: Food waste is a significant contemporary issue in the UK, with substantial environmental, social and economic costs to the nation. Whilst efforts to reduce food waste are laudable, a significant proportion of food and drink manufacturer waste is unavoidable. On the one hand, there is a drive from industry to reclaim as much value from this waste as possible, for example, by conversion to valuable products in what is known as “valorisation”. At the same time, growing social and legislative pressures mean that any attempts to valorise food waste must be performed in a sustainable manner. However, for every company and its specific food wastes, there will be multiple valorisation possibilities and few tools exist that allow food and drink manufacturers to identify which is most profitable and sustainable for them. Such a decision would need to not only consider environmental, social and economic performance, but also how ready the technology is and how well it aligns with that company's strategy. In response, this paper develops and presents a hybrid framework that guides a company in modelling the volumes/seasonality of its wastes, identifying potential valorisation options and selecting appropriate indicators for environmental, social and economic performance as well as technological maturity and alignment with company goals. The framework guides users in analyzing economic and environmental performance using Cost-Benefit Analysis and Life Cycle Assessment respectively. The results can then be ranked alongside those for social performance, technological maturity and alignment with company goals using a weighted sum model variant of Multi-Criteria Decision Analysis to facilitate easy visual comparison. This framework is demonstrated in the form of a case study with a major UK fruit consolidator to identify the optimal strategy for managing their citrus waste. Possibilities identified included sale of imperfect but still edible waste via wholesale at a significantly reduced profit and the investment in facilities to extract higher value pectin from the same waste stream using a microwave assisted pectin extraction process. Results suggest that continued sale of waste to wholesale markets is currently the most beneficial in terms of economic viability and environmental performance, but that in the medium to long term, the projected growth in the market for pectin suggests this could become the most viable strategy.<br>
DOI: 10.6084/m9.figshare.8337083.v1
title: Untitled Item

description: supplemental info
DOI: 10.17028/rd.lboro.8336933.v1
title: Development of a pragmatic framework to help food and drink manufacturers select the most sustainable food waste valorisation strategy - Supplementary Material

description: Supplementary information file for article: Development of a pragmatic framework to help food and drink manufacturers select the most sustainable food waste valorisation strategy.<br>Abstract: Food waste is a significant contemporary issue in the UK, with substantial environmental, social and economic costs to the nation. Whilst efforts to reduce food waste are laudable, a significant proportion of food and drink manufacturer waste is unavoidable. On the one hand, there is a drive from industry to reclaim as much value from this waste as possible, for example, by conversion to valuable products in what is known as “valorisation”. At the same time, growing social and legislative pressures mean that any attempts to valorise food waste must be performed in a sustainable manner. However, for every company and its specific food wastes, there will be multiple valorisation possibilities and few tools exist that allow food and drink manufacturers to identify which is most profitable and sustainable for them. Such a decision would need to not only consider environmental, social and economic performance, but also how ready the technology is and how well it aligns with that company's strategy. In response, this paper develops and presents a hybrid framework that guides a company in modelling the volumes/seasonality of its wastes, identifying potential valorisation options and selecting appropriate indicators for environmental, social and economic performance as well as technological maturity and alignment with company goals. The framework guides users in analyzing economic and environmental performance using Cost-Benefit Analysis and Life Cycle Assessment respectively. The results can then be ranked alongside those for social performance, technological maturity and alignment with company goals using a weighted sum model variant of Multi-Criteria Decision Analysis to facilitate easy visual comparison. This framework is demonstrated in the form of a case study with a major UK fruit consolidator to identify the optimal strategy for managing their citrus waste. Possibilities identified included sale of imperfect but still edible waste via wholesale at a significantly reduced profit and the investment in facilities to extract higher value pectin from the same waste stream using a microwave assisted pectin extraction process. Results suggest that continued sale of waste to wholesale markets is currently the most beneficial in terms of economic viability and environmental performance, but that in the medium to long term, the projected growth in the market for pectin suggests this could become the most viable strategy.<br>
DOI: 10.7483/opendata.cms.s20r.rmtz
title: /MuHad/Run2011B-12Oct2013-v1/AOD
DOI: 10.7483/opendata.cms.7oze.bb2a
title: /MuOnia/Run2011B-12Oct2013-v1/AOD
DOI: 10.7483/opendata.cms.dhua.bhl2
title: /MultiJet/Run2011B-12Oct2013-v1/AOD
DOI: 10.7483/opendata.cms.au2d.w0v9
title: /Photon/Run2011B-12Oct2013-v1/AOD
DOI: 10.7483/opendata.cms.iooo.xuyz
title: /PhotonHad/Run2011B-12Oct2013-v1/AOD
DOI: 10.6084/m9.figshare.8332736
title: References for review of DHEA Studies in Critical illness

description: List of 23 longitudinal studies that were reviewed that measured DHEA and DHEAS in critically ill patients.<br>
DOI: 10.6084/m9.figshare.8332736.v1
title: References for review of DHEA Studies in Critical illness

description: List of 23 longitudinal studies that were reviewed that measured DHEA and DHEAS in critically ill patients.<br>
DOI: 10.6084/m9.figshare.8332727
title: empirical_edges_corr_weight_loss.zip

description: In this study we estimated whole-brain functional connectivity characteristics that can predict subsequent weight loss, using the Network-Based Statistic (NBS; Zalesky, Fornito, & Bullmore, 2010) procedure. Here attached the un-threshold edge-wise correlation of functional connectivity and future weight loss. Specifically, the strength of each edge was correlated with the percent weight loss measurement, followed by a Fisher r-to-z-transformation. In order to identify each node an adequate table is additionally attached.<br><br>
DOI: 10.6084/m9.figshare.8332727.v1
title: empirical_edges_corr_weight_loss.zip

description: In this study we estimated whole-brain functional connectivity characteristics that can predict subsequent weight loss, using the Network-Based Statistic (NBS; Zalesky, Fornito, & Bullmore, 2010) procedure. Here attached the un-threshold edge-wise correlation of functional connectivity and future weight loss. Specifically, the strength of each edge was correlated with the percent weight loss measurement, followed by a Fisher r-to-z-transformation. In order to identify each node an adequate table is additionally attached.<br><br>
DOI: 10.6084/m9.figshare.8332670
title: RAW_DATA

description: DATA
DOI: 10.7483/opendata.cms.dh27.dzh2
title: /SingleElectron/Run2011B-12Oct2013-v1/AOD
DOI: 10.6084/m9.figshare.8332670.v1
title: RAW_DATA

description: DATA
DOI: 10.6084/m9.figshare.8332706.v1
title: Individual marker gene and MLSA phylogenies

description: CDS alignments and gene trees were extracted from the ‘41NeoPseudo’ Pantagruel database (Dataset https://doi.org/10.6084/m9.figshare.8320142) for the following genes atpD (gene family id: RHIZOC034665, OG id: 1), glnII (RHIZOC002590, 0), gyrB (RHIZOC002739, 0), recA (RHIZOC040013, 0) and rpoB (RHIZOC004093, 0). Note that R. marinum MGL06<sup>T</sup> sequence for glnII gene was missing in gene family RHIZOC002590, probably due to incomplete genome assembly. CDS alignments were concatenated and a tree was computed with MrBayes as described in Dataset https://doi.org/10.6084/m9.figshare.8320199.
DOI: 10.6084/m9.figshare.8332706.v2
title: Individual marker gene and MLSA phylogenies

description: CDS alignments and gene trees were extracted from the ‘41NeoPseudo’ Pantagruel database (Dataset https://doi.org/10.6084/m9.figshare.8320142) for the following genes atpD (gene family id: RHIZOC034665, OG id: 1), glnII (RHIZOC002590, 0), gyrB (RHIZOC002739, 0), recA (RHIZOC040013, 0) and rpoB (RHIZOC004093, 0). Note that R. marinum MGL06<sup>T</sup> sequence for glnII gene was missing in gene family RHIZOC002590, probably due to incomplete genome assembly. CDS alignments were concatenated and a tree was computed with MrBayes as described in Dataset https://doi.org/10.6084/m9.figshare.8320199.
DOI: 10.25375/uct.8332652
title: Impact of nanoparticle-support interactions in co3o4/al2o3 catalysts for the preferential oxidation of carbon monoxide: Raw data for Nyathi et al., ACS Catal., 2019 (10.1021/acscatal.9b00685)

description: Impact of nanoparticle-support interactions in co3o4/al2o3 catalysts for the preferential oxidation of carbon monoxide. Raw data related to an article by Nyathi <i>et al</i>., <i>ACS Catal.</i>, 2019 (10.1021/acscatal.9b00685) for public access which can potentially be used, for example, for re-plotting of certain figures for inclusion in journal review articles or any other ethical research purposes. Note the data can be re-published with special permission from the American Chemical Society.