cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4444074
title: Softcite Dataset: A dataset of software mentions in research publications

description: The Softcite dataset is a gold-standard dataset of software mentions in research publications, a free resource primarily for software entity recognition in scholarly text. This is the first release of this dataset. <strong>What's in the dataset</strong> With the aim of facilitating software entity recognition efforts at scale and eventually increased visibility of research software for the due credit of software contributions to scholarly research, a team of trained annotators from Howison Lab at the University of Texas at Austin annotated 4,093 software mentions in 4,971 open access research publications in biomedicine (from PubMed Central Open Access collection) and economics (from Unpaywall open access services). The annotated software mentions, along with their <em>publisher</em>, <em>version</em>, and access <em>URL</em>, if mentioned in the text, as well as those publications annotated as containing no software mentions, are all included in the released dataset as a TEI/XML corpus file. For understanding the schema of the Softcite corpus, its design considerations, and provenance, please refer to our paper included in this release (preprint version). <strong>Use scenarios</strong> The release of the Softcite dataset is intended to encourage researchers and stakeholders to make research software more visible in science, especially to academic databases and systems of information retrieval; and facilitate interoperability and collaboration among similar and relevant efforts in software entity recognition and building utilities for software information retrieval. This dataset can also be useful for researchers investigating software use in academic research. <strong>Current release content</strong> <em>softcite-dataset v1.0</em><strong> </strong>release includes<strong>:</strong> The Softcite dataset corpus file: softcite_corpus-full.tei.xml <em>Softcite Dataset: A Dataset of Software Mentions in Biomedical and Economic Research Publications</em>, our paper that describes the design consideration and creation process of the dataset: Softcite_Dataset_Description_RC.pdf. (This is a preprint version of our forthcoming publication in the Journal of the Association for Information Science and Technology.) The Softcite dataset is licensed under a Creative Commons Attribution 4.0 International License. If you have questions, please start a discussion or issue in the howisonlab/softcite-dataset Github repository.
description: We thank Alfred P. Sloan Foundation for supporting this work. We also appreciate our collaborators and student annotators for making this dataset gold-standard and available.
description: {"references": ["Du, C., Cohoon, J., Lopez, P., & Howison, J. (forthcoming). Softcite Dataset: A Dataset of Software Mentions in Biomedical and Economic Research Publications. Journal of the Association for Information Science and Technology. DOI: 10.1002/asi.24454"]}
DOI: 10.5281/zenodo.4445279
title: Educational centers ITIL processes

description: Implementation level of ITIL processes in educational centers
DOI: 10.5281/zenodo.4445278
title: Educational centers ITIL processes

description: Implementation level of ITIL processes in educational centers
DOI: 10.5281/zenodo.4445290
title: FabCovidSim

description: <pre>This is a FabSim3 / EasyVVUQ plugin for the CovidSim COVID-19 simulation code developed by Imperial College, London. </pre>
DOI: 10.5281/zenodo.4445289
title: FabCovidSim

description: <pre>This is a FabSim3 / EasyVVUQ plugin for the CovidSim COVID-19 simulation code developed by Imperial College, London. </pre>
DOI: 10.21227/gar1-z597
title: SAIT Traffic Landmark Dataset

description: We disclose a traffic landmark dataset for detection.The dataset generated with our framework includes about 150,000 images and annotations of about 470,000 traffic landmarks.Our dataset was collected in an urban area of Seoul and suburban areas of Suwon, Hwaseong, Yongin, and Seongnam in South Korea at different times of the day.Images taken in the morning or evening included a large number of saturated areas due to exposure to direct sunlight.Most images taken under the light condition of the late evening was low-contrast.The images taken at noon included the reflection of the windshield due to strong sunlight.These various elements contribute to the development of a robust detection algorithm because they can be encountered in a real test environment.
DOI: 10.21227/kbaa-a787
title: SAIT Traffic Landmark Dataset

description: We disclose a traffic landmark dataset for detection.The dataset generated with our framework includes about 150,000 images and annotations of about 470,000 traffic landmarks.Our dataset was collected in an urban area of Seoul and suburban areas of Suwon, Hwaseong, Yongin, and Seongnam in South Korea at different times of the day.Images taken in the morning or evening included a large number of saturated areas due to exposure to direct sunlight.Most images taken under the light condition of the late evening was low-contrast.The images taken at noon included the reflection of the windshield due to strong sunlight.These various elements contribute to the development of a robust detection algorithm because they can be encountered in a real test environment.
DOI: 10.5281/zenodo.4445268
title: labcontrol-data/mr-damper: First version of the project shaking table with MR damper

description: This is the first release
DOI: 10.17632/vk5bzf869p.1
title: Data for: Unveiling the role of hydrogen on the creep behaviors of nanograined α-Fe via molecular dynamics simulations

description: The creep data
DOI: 10.25919/etc1-ew33
title: Parkes observations for project PX500 semester 2020OCTS_03

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.34740/kaggle/dsv/1851604
title: US counties COVID 19 dataset
DOI: 10.21227/5kdq-r569
title: Scala tympani phantom model with heat source

description: Magnetic guidance of cochlear implants is a promising technique to reduce the risk of physical trauma during surgery. In this approach, a magnet attached to the tip of the implant electrode array is guided within the scala tympani using a magnetic field. After surgery, the magnet must be detached from the implant electrode array via localized heating and removed from the scala tympani which may cause thermal trauma.Objectives: The objective of this work is to experimentally validate a three-dimensional (3D) heat transfer model of the scala tympani which will enable accurate predictions of the maximum safe input power to avoid localized hyperthermia when detaching the magnet from the implant electrode array.Methods: Experiments are designed using a rigorous scale analysis and performed by measuring transient temperatures in a 3D-printed scala tympani phantom subjected to a sudden change in its isothermal environment and localized heating via a small heat source.Results: The measured and predicted temperatures are in good agreement with an error less than 6$\%$ ($\it{p}=$~0.84). For the most conservative case where all boundaries of the model except the insertion opening are adiabatic, the power required to release the magnet attached to the implant electrode array by 1 mm$^3$ of paraffin is approximately half of the predicted maximum safe input power.Conclusions: A 3D heat transfer model of the scala tympani is successfully validated and enables predicting the maximum safe input power required to detach the magnet from the implant electrode array.Significance: This work will enable the design of a thermally safe magnetic cochlear implant surgery procedure.
DOI: 10.21227/2c6j-h908
title: Scala tympani phantom model with heat source

description: Magnetic guidance of cochlear implants is a promising technique to reduce the risk of physical trauma during surgery. In this approach, a magnet attached to the tip of the implant electrode array is guided within the scala tympani using a magnetic field. After surgery, the magnet must be detached from the implant electrode array via localized heating and removed from the scala tympani which may cause thermal trauma.Objectives: The objective of this work is to experimentally validate a three-dimensional (3D) heat transfer model of the scala tympani which will enable accurate predictions of the maximum safe input power to avoid localized hyperthermia when detaching the magnet from the implant electrode array.Methods: Experiments are designed using a rigorous scale analysis and performed by measuring transient temperatures in a 3D-printed scala tympani phantom subjected to a sudden change in its isothermal environment and localized heating via a small heat source.Results: The measured and predicted temperatures are in good agreement with an error less than 6$\%$ ($\it{p}=$~0.84). For the most conservative case where all boundaries of the model except the insertion opening are adiabatic, the power required to release the magnet attached to the implant electrode array by 1 mm$^3$ of paraffin is approximately half of the predicted maximum safe input power.Conclusions: A 3D heat transfer model of the scala tympani is successfully validated and enables predicting the maximum safe input power required to detach the magnet from the implant electrode array.Significance: This work will enable the design of a thermally safe magnetic cochlear implant surgery procedure.
DOI: 10.21227/8hsq-3959
title: Scala tympani phantom model with heat source

description: Magnetic guidance of cochlear implants is a promising technique to reduce the risk of physical trauma during surgery. In this approach, a magnet attached to the tip of the implant electrode array is guided within the scala tympani using a magnetic field. After surgery, the magnet must be detached from the implant electrode array via localized heating and removed from the scala tympani which may cause thermal trauma.Objectives: The objective of this work is to experimentally validate a three-dimensional (3D) heat transfer model of the scala tympani which will enable accurate predictions of the maximum safe input power to avoid localized hyperthermia when detaching the magnet from the implant electrode array.Methods: Experiments are designed using a rigorous scale analysis and performed by measuring transient temperatures in a 3D-printed scala tympani phantom subjected to a sudden change in its isothermal environment and localized heating via a small heat source.Results: The measured and predicted temperatures are in good agreement with an error less than 6% (p=0.84). For the most conservative case where all boundaries of the model except the insertion opening are adiabatic, the power required to release the magnet attached to the implant electrode array by 1 mm³ of paraffin is approximately half of the predicted maximum safe input power.Conclusions: A 3D heat transfer model of the scala tympani is successfully validated and enables predicting the maximum safe input power required to detach the magnet from the implant electrode array.Significance: This work will enable the design of a thermally safe magnetic cochlear implant surgery procedure.
DOI: 10.6084/m9.figshare.3761562.v1746
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.21227/am6r-2892
title: Scala tympani phantom model with heat source

description: Magnetic guidance of cochlear implants is a promising technique to reduce the risk of physical trauma during surgery. In this approach, a magnet attached to the tip of the implant electrode array is guided within the scala tympani using a magnetic field. After surgery, the magnet must be detached from the implant electrode array via localized heating and removed from the scala tympani which may cause thermal trauma.Objectives: The objective of this work is to experimentally validate a three-dimensional (3D) heat transfer model of the scala tympani which will enable accurate predictions of the maximum safe input power to avoid localized hyperthermia when detaching the magnet from the implant electrode array.Methods: Experiments are designed using a rigorous scale analysis and performed by measuring transient temperatures in a 3D-printed scala tympani phantom subjected to a sudden change in its isothermal environment and localized heating via a small heat source.Results: The measured and predicted temperatures are in good agreement with an error less than 6% (p=0.84). For the most conservative case where all boundaries of the model except the insertion opening are adiabatic, the power required to release the magnet attached to the implant electrode array by 1 mm³ of paraffin is approximately half of the predicted maximum safe input power.Conclusions: A 3D heat transfer model of the scala tympani is successfully validated and enables predicting the maximum safe input power required to detach the magnet from the implant electrode array.Significance: This work will enable the design of a thermally safe magnetic cochlear implant surgery procedure.
DOI: 10.6084/m9.figshare.13591205
title: JAB

description: Data for paper submitted to the Journal of African Business
DOI: 10.6084/m9.figshare.13591205.v1
title: JAB

description: Data for paper submitted to the Journal of African Business
DOI: 10.21227/fg9h-fg24
title: Scala tympani phantom model with heat source

description: Magnetic guidance of cochlear implants is a promising technique to reduce the risk of physical trauma during surgery. In this approach, a magnet attached to the tip of the implant electrode array is guided within the scala tympani using a magnetic field. After surgery, the magnet must be detached from the implant electrode array via localized heating and removed from the scala tympani which may cause thermal trauma.Objectives: The objective of this work is to experimentally validate a three-dimensional (3D) heat transfer model of the scala tympani which will enable accurate predictions of the maximum safe input power to avoid localized hyperthermia when detaching the magnet from the implant electrode array.Methods: Experiments are designed using a rigorous scale analysis and performed by measuring transient temperatures in a 3D-printed scala tympani phantom subjected to a sudden change in its isothermal environment and localized heating via a small heat source.Results: The measured and predicted temperatures are in good agreement with an error less than 6% (p=0.84). For the most conservative case where all boundaries of the model except the insertion opening are adiabatic, the power required to release the magnet attached to the implant electrode array by 1 mm³ of paraffin is approximately half of the predicted maximum safe input power.Conclusions: A 3D heat transfer model of the scala tympani is successfully validated and enables predicting the maximum safe input power required to detach the magnet from the implant electrode array.Significance: This work will enable the design of a thermally safe magnetic cochlear implant surgery procedure.
DOI: 10.21227/xh2x-pz58
title: Scala tympani phantom model with heat source

description: Magnetic guidance of cochlear implants is a promising technique to reduce the risk of physical trauma during surgery. In this approach, a magnet attached to the tip of the implant electrode array is guided within the scala tympani using a magnetic field. After surgery, the magnet must be detached from the implant electrode array via localized heating and removed from the scala tympani which may cause thermal trauma.Objectives: The objective of this work is to experimentally validate a three-dimensional (3D) heat transfer model of the scala tympani which will enable accurate predictions of the maximum safe input power to avoid localized hyperthermia when detaching the magnet from the implant electrode array.Methods: Experiments are designed using a rigorous scale analysis and performed by measuring transient temperatures in a 3D-printed scala tympani phantom subjected to a sudden change in its isothermal environment and localized heating via a small heat source.Results: The measured and predicted temperatures are in good agreement with an error less than 6% (p=0.84). For the most conservative case where all boundaries of the model except the insertion opening are adiabatic, the power required to release the magnet attached to the implant electrode array by 1 mm³ of paraffin is approximately half of the predicted maximum safe input power.Conclusions: A 3D heat transfer model of the scala tympani is successfully validated and enables predicting the maximum safe input power required to detach the magnet from the implant electrode array.Significance: This work will enable the design of a thermally safe magnetic cochlear implant surgery procedure.
DOI: 10.5281/zenodo.4445366
title: Peri Lake Experimental Catchment Data Set

description: This is the Peri Lake Experimental Catchment data set (PLEC) developed by the Hydrology Laboratory - LabHidro group at the Federal University of Santa Catarina, Florianópolis - Brazil.<br> PLEC data set provides:<br> (i) meteorological data for the Peri Lake catchment (solar radiation, relative humidity, air temperature, wind velocity and wind direction data);<br> (ii) rainfall data (rain gauges located at the Peri Lake park headquarters (HQ) and Retiro meteorological station);<br> (iii) experimental interception data (23 and 24 throughfall gauges and 18 and 20 stemflow gauges in the HQ and Retiro plots, respectively);<br> (iv) overland flow data measured in Retiro headwater catchment (23 Overland Flow Detectors (OFD));<br> (v) streamflow and flow velocity data measured in 31 cross sections of the Peri Lake watershed;<br> (vi) groundwater levels mesured in 10 wells installed close to the flow lines in Retiro headwater catchment;<br> (vii) soil characteristics estimated in the Retiro headwater catchment (hydraulic conductivity and infiltration rate);<br> (viii) geographic information system (GIS) data for the Peri lakecatchment (digital elevation model (DEM) of Peri Lake Watershed, delimitation of the Peri Lake watershed, delimitation of Peri Lake, stream network of Peri Lake Watershed, information of streamflow and flow velocity, land cover of Peri Lake Watershed, location of Water Level Gauge of Ribeirao Grande Watershed, delimitation of the Ribeirao Grande watershed, location of Interception gauge, delimitation of the Retiro Headwater, drainage network lines, intermittent flow lines, location of Hydraulic Conductivity test of soil, locations of the overland flow detectors, locations of the wells to monitor the groudwater level).<br> More details on each data can be found in the readme.txt files available within each subdirectory of this data set. For more information on the available data and collaborations, please communicate with the lead author pedro.chaffe@ufsc.br (www.labhidro.ufsc.br).
DOI: 10.21227/tq37-t058
title: Scala tympani phantom 3D model with heat source

description: Magnetic guidance of cochlear implants is a promising technique to reduce the risk of physical trauma during surgery. In this approach, a magnet attached to the tip of the implant electrode array is guided within the scala tympani using a magnetic field. After surgery, the magnet must be detached from the implant electrode array via localized heating and removed from the scala tympani which may cause thermal trauma.Objectives: The objective of this work is to experimentally validate a three-dimensional (3D) heat transfer model of the scala tympani which will enable accurate predictions of the maximum safe input power to avoid localized hyperthermia when detaching the magnet from the implant electrode array.Methods: Experiments are designed using a rigorous scale analysis and performed by measuring transient temperatures in a 3D-printed scala tympani phantom subjected to a sudden change in its isothermal environment and localized heating via a small heat source.Results: The measured and predicted temperatures are in good agreement with an error less than 6% (p=0.84). For the most conservative case where all boundaries of the model except the insertion opening are adiabatic, the power required to release the magnet attached to the implant electrode array by 1 mm³ of paraffin is approximately half of the predicted maximum safe input power.Conclusions: A 3D heat transfer model of the scala tympani is successfully validated and enables predicting the maximum safe input power required to detach the magnet from the implant electrode array.Significance: This work will enable the design of a thermally safe magnetic cochlear implant surgery procedure.
DOI: 10.5281/zenodo.4445356
title: Beta-lactamase Trajectory Data

description: Processed Beta-lactamase trajectories from Gromacs. PBC corrected, alpha carbon only. Matrix produced from JEDi software. Used in related work.
DOI: 10.5281/zenodo.4445355
title: Beta-lactamase Trajectory Data

description: Processed Beta-lactamase trajectories from Gromacs. PBC corrected, alpha carbon only. Matrix produced from JEDi software. Used in related work.
DOI: 10.6084/m9.figshare.13591220
title: Chinese college students' parenting styles

description: In recent decades, China has experienced dramatic social changes in family structures, which may influence parenting styles. The objective of this study was to examine birth cohort changes in parenting styles perceived by Chinese college students. A cross-temporal meta-analysis was conducted with 130 studies (<i>N</i> = 62,371).
DOI: 10.6084/m9.figshare.13591220.v1
title: Chinese college students' parenting styles

description: In recent decades, China has experienced dramatic social changes in family structures, which may influence parenting styles. The objective of this study was to examine birth cohort changes in parenting styles perceived by Chinese college students. A cross-temporal meta-analysis was conducted with 130 studies (<i>N</i> = 62,371).