cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6384341
title: Multivocal Literature Review & Interviews: Continuous End-to-End Lifecycle Management Pipeline for Artificial Intelligence

description: During a multivocal literature review 151 relevant formal and informal sources were extracted. Additional information was collected from nine semi-structured interviews. The extracted dataset provides the foundation for the presentation and comparison of different terminologies for DevOps and CI/CD for AI, MLOps, (end-to-end) lifecycle management, and CD4ML. Furthermore, the dataset comprises potential triggers for reiterating the pipeline and consolidated tasks necessary in a continuous end-to-end lifecycle pipeline categorized into four stages: Data, Model, Dev and Ops. Additionally, the dataset provides information regarding challenges of the lifecycle pipelines for AI.
DOI: 10.5281/zenodo.5902775
title: Multivocal Literature Review & Interviews: Continuous End-to-End Lifecycle Management Pipeline for Artificial Intelligence

description: During a multivocal literature review 151 relevant formal and informal sources were extracted. Additional information was collected from nine semi-structured interviews. The extracted dataset provides the foundation for the presentation and comparison of different terminologies for DevOps and CI/CD for AI, MLOps, (end-to-end) lifecycle management, and CD4ML. Furthermore, the dataset comprises potential triggers for reiterating the pipeline and consolidated tasks necessary in a continuous end-to-end lifecycle pipeline categorized into four stages: Data, Model, Dev and Ops. Additionally, the dataset provides information regarding challenges of the lifecycle pipelines for AI.
DOI: 10.3886/e145161v2-113461
title: Data and Code for: Time Use and Gender in Africa in Times of Structural Transformation

description: These files contain data and code to replicate figures and tables in "Time Use and Gender in Africa in Times of Structural Transformation", by Taryn Dinkelman and L. Rachel Ngai. <br><br>Abstract: Many African countries are still in the early stages of structural transformation. Typically, as economies move through the structural transformation, activities once conducted within the household are outsourced to the market. This has particular implications for women’s time use. In this paper, we document that current patterns of female time use in home production in several African countries closely resemble historical time use patterns in the US. We highlight two stylized facts about women’s time use in Africa. First, in North Africa, women spend very few hours in market work and female labor force participation overall is extremely low. Second, although extensive margin participation of women is high in sub-Saharan Africa, women tend to work in the market for only a few hours each week, with the rest of their work hours spent in home production. These two facts suggest two different types of constraints that could slow down the reallocation of female time from home to market as economies grow: Social norms related to women’s market work, and a lack of infrastructure (e.g. household infrastructure and childcare facilities) to facilitate marketizing home production. We discuss recent empirical evidence related to each set of constraints and highlight new avenues for research.
DOI: 10.6084/m9.figshare.19427009
title: data_Espinoza et al 2022.xlsx

description: Data from Espinoza-Contreras et al. (2022) "First spatiotemporal dataset of stranding Humboldt penguins (Spheniscus humboldti) with bilateral blindness in Continental Chilean coasts"<br>We present the first dataset of spatiotemporal distribution of young individuals of Humboldt penguins with bilateral blindness found stranded across the coast of continental Chile based on a ten-year (2011-2021) data collection. We present data including number of cases sex, body size, and season.
DOI: 10.6084/m9.figshare.19427009.v1
title: data_Espinoza et al 2022.xlsx

description: Data from Espinoza-Contreras et al. (2022) "First spatiotemporal dataset of stranding Humboldt penguins (Spheniscus humboldti) with bilateral blindness in Continental Chilean coasts"<br>We present the first dataset of spatiotemporal distribution of young individuals of Humboldt penguins with bilateral blindness found stranded across the coast of continental Chile based on a ten-year (2011-2021) data collection. We present data including number of cases sex, body size, and season.
DOI: 10.6084/m9.figshare.19388663
title: Junk Data

description: Data has been resampled from 1HZ recording data.
DOI: 10.6084/m9.figshare.19388663.v2
title: Junk Data

description: Data has been resampled from 1HZ recording data.
DOI: 10.6084/m9.figshare.19388663.v1
title: Metrological Data

description: Data has been resampled from 1HZ recording data.
DOI: 10.6084/m9.figshare.19427015
title: Habitat provision is a major driver of native bird communities in restored urban forests

description: We evaluated restoration success by investigating changes in native bird communities along a restoration chronosequence of 25 restored urban forests in New Zealand representing 72 years of forest development, which we compared to two target reference systems and a control system. <br>We used structural equation modelling (SEM) to investigate the relative influence of forest structure (complexity index, tree height, canopy openness, basal area, species richness, density), landscape attributes (patch area, perimeter length, landscape composition within three buffer zones, distance to the nearest road and water source) and invasive mammalian predator indices of relative abundance on total species richness and relative abundance of native forest birds.
DOI: 10.6084/m9.figshare.19181216
title: Supplemental table S1 to S4

description: Supplemental table S1.Primary antibodies used in the present study.<br>Supplemental table S2. Differentially expressed genes 6 hours after LPS/Stx2 administration compared to control group (up-regulation or down-regulation by a fold-change of &gt;2 and a false discovery rate &lt; 0.05).<br><br>Supplemental table S3. Differentially expressed genes 72 hours after LPS/Stx2 administration compared to control group (up-regulation or down-regulation by a fold-change of &gt;2 and a false discovery rate &lt; 0.05).<br><br>Supplemental table S4. Differentially expressed genes over time in kidney samples 72 hours after LPS/Stx2 treatment compared to controls and samples 6 hours after treatment (a false discovery rate &lt; 0.005).<br><br><br>
DOI: 10.5281/zenodo.6388114
title: To Seed or Not to Seed? An Empirical Analysis of Usage of Seeds for Testing in Machine Learning Projects

description: This contains the experimental dataset for our paper: "To Seed or Not to Seed? An Empirical Analysis of Usage of Seeds for Testing<br> in Machine Learning Projects" published at ICST 2022. Go to Github for more details.
DOI: 10.5281/zenodo.6388113
title: To Seed or Not to Seed? An Empirical Analysis of Usage of Seeds for Testing in Machine Learning Projects

description: This contains the experimental dataset for our paper: "To Seed or Not to Seed? An Empirical Analysis of Usage of Seeds for Testing<br> in Machine Learning Projects" published at ICST 2022. Go to Github for more details.
DOI: 10.5281/zenodo.6388123
title: Long Live The Image: Container-Native Data Persistence in Production

description: The (Docker) source files for creating a read-only database container. <strong>Note:</strong> "tail -F /var/log/mysql/error.log" (after the demo of selecting all data) makes the container keep alive as a MySQL server. <strong>To be Updated:</strong> The database user and password are still hardcoded.
DOI: 10.5281/zenodo.4545787
title: Long Live The Image: Container-Native Data Persistence in Production

description: The (Docker) source files for creating a read-only database container. <strong>Note:</strong> "tail -F /var/log/mysql/error.log" (after the demo of selecting all data) makes the container keep alive as a MySQL server. <strong>To be Updated:</strong> The database user and password are still hardcoded.
DOI: 10.5281/zenodo.6388121
title: jitisthename/FB-Network:

description: The repository for data and code for the manuscript titled: "Big data from a popular app reveals that fishing creates superhighways for aquatic invaders" Our study uses big data from a smartphone app (Fishbrain) to reveal a dense network of recreational fishing trips that spans a continent and drives the spread of aquatic invasive species. This dataset uses spatial reference provided by the US Geological Society's National Hydrography Dataset with slight modifications for our purposes. That dataset can be found through The National Map at https://apps.nationalmap.gov/downloader/#/. We used the waterbody layer and subset the dataset to include only those waterbodies that were designated as a lake or pond feature within the 18 major river basins of the contiguous United States, and greater than 0.06ha in size (HUC-2 #1-18). angler_pairs_edge_list_0614.csv. This file includes all of the connections made by anglers traveling to sites in the United States and parts of southern Canada. These connections were derived from raw data provided by Fishbrain and include catches recorded by users between the dates of January 1, 2011, and June 14, 2021. Raw data requests should be directed to Fishbrain. For more details on how the data were derived, please refer to the Materials & Methods section of the publication [IN REVIEW]. anger_network_analysis.R This code runs the network analysis on the angler edge list using the igraph package in R. This code is provided as-is. A link to the interactive map from the publication can be found here: https://bsumaps.maps.arcgis.com/home/webmap/viewer.html?webmap=7c084b2499464f8590189741fe890c21 STATUS: This manuscript is in review for publication License The data in this repository are open access and hosted on Zenodo under DOI https://doi.org/10.5281/zenodo.6388121
DOI: 10.5281/zenodo.6388120
title: jitisthename/FB-Network:

description: The repository for data and code for the manuscript titled: "Big data from a popular app reveals that fishing creates superhighways for aquatic invaders" Our study uses big data from a smartphone app (Fishbrain) to reveal a dense network of recreational fishing trips that spans a continent and drives the spread of aquatic invasive species. This dataset uses spatial reference provided by the US Geological Society's National Hydrography Dataset with slight modifications for our purposes. That dataset can be found through The National Map at https://apps.nationalmap.gov/downloader/#/. We used the waterbody layer and subset the dataset to include only those waterbodies that were designated as a lake or pond feature within the 18 major river basins of the contiguous United States, and greater than 0.06ha in size (HUC-2 #1-18). angler_pairs_edge_list_0614.csv. This file includes all of the connections made by anglers traveling to sites in the United States and parts of southern Canada. These connections were derived from raw data provided by Fishbrain and include catches recorded by users between the dates of January 1, 2011, and June 14, 2021. Raw data requests should be directed to Fishbrain. For more details on how the data were derived, please refer to the Materials & Methods section of the publication [IN REVIEW]. anger_network_analysis.R This code runs the network analysis on the angler edge list using the igraph package in R. This code is provided as-is. A link to the interactive map from the publication can be found here: https://bsumaps.maps.arcgis.com/home/webmap/viewer.html?webmap=7c084b2499464f8590189741fe890c21 STATUS: This manuscript is in review for publication License The data in this repository are open access and hosted on Zenodo under DOI https://doi.org/10.5281/zenodo.6388121
DOI: 10.6084/m9.figshare.19424015.v3
title: Neocortical Localization and Thalamocortical Modulation of Neuronal Hyperexcitability contribute to Fragile X Syndrome: Source Data for Figures and Statistics

description: Source data for manuscript as requested by publisher.
DOI: 10.6084/m9.figshare.19424015.v4
title: Neocortical Localization and Thalamocortical Modulation of Neuronal Hyperexcitability contribute to Fragile X Syndrome: Source Data for Figures and Statistics

description: Source data for manuscript as requested by publisher.
DOI: 10.5286/isis.e.rb2210091
title: Crystal and magnetic structure studies of Ni-Zn niobates

description: New materials with coupled electric and magnetic properties have become one of the main areas of research in materials science, as they have promising applications in advanced devices. In our research, we are focusing on Ni4Nb2O9, an unusual member of a well-studied family of functional materials. To modify and control its magnetic properties, we replaced magnetic Ni by non-magnetic Zn, studying the structural changes and their connection to physical properties. Neutron diffraction can offer explanations for the evolution of these properties with composition and temperature, particularly those related to the magnetic behaviour of the materials. We will follow the evolution of magnetism in the samples to understand the interaction between cations in different positions in the structure.
DOI: 10.5286/isis.e.rb2210091-1
title: Crystal and magnetic structure studies of Ni-Zn niobates

description: New materials with coupled electric and magnetic properties have become one of the main areas of research in materials science, as they have promising applications in advanced devices. In our research, we are focusing on Ni4Nb2O9, an unusual member of a well-studied family of functional materials. To modify and control its magnetic properties, we replaced magnetic Ni by non-magnetic Zn, studying the structural changes and their connection to physical properties. Neutron diffraction can offer explanations for the evolution of these properties with composition and temperature, particularly those related to the magnetic behaviour of the materials. We will follow the evolution of magnetism in the samples to understand the interaction between cations in different positions in the structure.
DOI: 10.5286/isis.e.rb2210297
title: Investigating the Low Temperature Magnetic Transition in the New Breathing Pyrochlore CuAlCr4S8

description: Geometrically frustrated systems have been studied extensively over the last three decades. One archetype for geometrical frustration is magnetic ions decorating corner-sharing tetrahedra. The breathing pyrochlore structure has an alternating array of small and large tetrahedra and this unique combination of tetrahedral geometry and bond alternations allows for a wealth of exotic magnetic behavior. We are proposing to use WISH to investigate the magnetic transition at 20 K in our powder sample of the new breathing pyrochlore CuAlCr4S8. The magnetic susceptibility, heat capacity, and x-ray data show clear signs of a transition at 20 K with magnetic origin, but this transition is not well understood as of yet. The proposed experiment will allow us to search for magnetic Bragg peaks and diffuse scattering below 20 K and will provide much insight on the magnetic ground state in CuAlCr4S8.
DOI: 10.5286/isis.e.rb2210297-1
title: Investigating the Low Temperature Magnetic Transition in the New Breathing Pyrochlore CuAlCr4S8

description: Geometrically frustrated systems have been studied extensively over the last three decades. One archetype for geometrical frustration is magnetic ions decorating corner-sharing tetrahedra. The breathing pyrochlore structure has an alternating array of small and large tetrahedra and this unique combination of tetrahedral geometry and bond alternations allows for a wealth of exotic magnetic behavior. We are proposing to use WISH to investigate the magnetic transition at 20 K in our powder sample of the new breathing pyrochlore CuAlCr4S8. The magnetic susceptibility, heat capacity, and x-ray data show clear signs of a transition at 20 K with magnetic origin, but this transition is not well understood as of yet. The proposed experiment will allow us to search for magnetic Bragg peaks and diffuse scattering below 20 K and will provide much insight on the magnetic ground state in CuAlCr4S8.
DOI: 10.5286/isis.e.rb2210224
title: Antiferromagnetic ordering in two-dimensional A2Ga2S5 (A = Fe, Mn) with puckered hexagonal nets

description: This proposal is to explore the magnetic ordering present in a family of two-dimensional ternary metal chalcogenides Fe2Ga2S5 and Mn2Ga2S5 containing Fe2+ and Mn2+ ions arranged in unusual puckered hexagonal nets arising from a bilayer of triangular nets with coupling provided by sulfide ions. Neutron diffraction will be key to deducing experimentally the nature of the magnetic ordering.
DOI: 10.5286/isis.e.rb2210224-1
title: Antiferromagnetic ordering in two-dimensional A2Ga2S5 (A = Fe, Mn) with puckered hexagonal nets

description: This proposal is to explore the magnetic ordering present in a family of two-dimensional ternary metal chalcogenides Fe2Ga2S5 and Mn2Ga2S5 containing Fe2+ and Mn2+ ions arranged in unusual puckered hexagonal nets arising from a bilayer of triangular nets with coupling provided by sulfide ions. Neutron diffraction will be key to deducing experimentally the nature of the magnetic ordering.
DOI: 10.5286/isis.e.rb2210115
title: Magnetic and structural degrees of freedom in 5d double perovskites

description: Materials adopting the perovskite structure are an important research focus because they can accommodate a huge range of elements to give tailored physical properties. Emerging technologies require increasingly unusual functional materials and so understanding the origins of complex magnetic and electronic behaviour, and how these can be tuned is crucial. Our proposal focuses on the perovskite Pb2MgReO6 in which the heavy Re6+ cation has the potential to adopt unusual magnetic states. We hope to use neutron diffraction to understand the magnetic behaviour of Pb2MgReO6 as well as its crystal structure. By investigating these both using the same technique we will also be able to explore how the magnetism and structure influence each other - both in Pb2MgReO6 and in related materials.
DOI: 10.5286/isis.e.rb2210115-1
title: Magnetic and structural degrees of freedom in 5d double perovskites

description: Materials adopting the perovskite structure are an important research focus because they can accommodate a huge range of elements to give tailored physical properties. Emerging technologies require increasingly unusual functional materials and so understanding the origins of complex magnetic and electronic behaviour, and how these can be tuned is crucial. Our proposal focuses on the perovskite Pb2MgReO6 in which the heavy Re6+ cation has the potential to adopt unusual magnetic states. We hope to use neutron diffraction to understand the magnetic behaviour of Pb2MgReO6 as well as its crystal structure. By investigating these both using the same technique we will also be able to explore how the magnetism and structure influence each other - both in Pb2MgReO6 and in related materials.
DOI: 10.6084/m9.figshare.19424015.v5
title: Neocortical Localization and Thalamocortical Modulation of Neuronal Hyperexcitability contribute to Fragile X Syndrome: Source Data for Figures and Statistics

description: Source data for manuscript as requested by publisher.
DOI: 10.5281/zenodo.6370993
title: Quantitative Mouse Phosphoproteomic Dataset

description: A curated and developed mouse phosphoproteomic database consisting of 10 publications that hold 33 experiments between them. This newly developed database has 136 conditions with 142,705 unique peptides and 10,052 unique UniProt ids.
description: These are the dateset column labels column_label - is the same as the Experiment Column UniProt_id - The Leading Razor Protein UniProt id for that phospho-peptide mod.pep.seq - the modified peptide sequence Replicate - The experiment replicate Raw_Intensity - The Raw intensity of the phospho-peptide Experiment - the experiment name ExperimentReplicate - The Experiment name concatenated to the replicate Log2INT - The log 2 intensities PX_ID - the proteome exchange ID of the experiments Condition - the condition the experiments were performed in (the level above the replicates)
DOI: 10.5281/zenodo.6370992
title: Quantitative Mouse Phosphoproteomic Dataset

description: A curated and developed mouse phosphoproteomic database consisting of 10 publications that hold 33 experiments between them. This newly developed database has 136 conditions with 142,705 unique peptides and 10,052 unique UniProt ids.
description: These are the dateset column labels column_label - is the same as the Experiment Column UniProt_id - The Leading Razor Protein UniProt id for that phospho-peptide mod.pep.seq - the modified peptide sequence Replicate - The experiment replicate Raw_Intensity - The Raw intensity of the phospho-peptide Experiment - the experiment name ExperimentReplicate - The Experiment name concatenated to the replicate Log2INT - The log 2 intensities PX_ID - the proteome exchange ID of the experiments Condition - the condition the experiments were performed in (the level above the replicates)
DOI: 10.34740/kaggle/dsv/3368495
title: Russian Invasion of Ukraine
DOI: 10.5281/zenodo.6388142
title: Dataset: A Fly in the Ointment: An Empirical Study on the Characteristics of Ethereum Smart Contracts Code Weaknesses and Vulnerabilities

description: Dataset: A Fly in the Ointment: An Empirical Study on the Characteristics of Ethereum Smart Contracts Code Weaknesses and Vulnerabilities Majd Soud, Grischa Liebel, Mohammad Hamdaqa<br> majd18@ru.is, grischal@ru.is, mhamdaqa@polymtl.ca. This Dataset includes the following: 1. "labeling.xml" files that represents the data for Categories of vulnerabilities in Smart Contracts for four data sources (i.e., Common Vulnerability and Exposure (CVE), Smart Contract Weakness Classification Registry (SWC), Stack Overflow, and GitHub)<br> XML files structure:<br> The XML files can be opened used any editor or any code editor (e.g. Visual Studio Code). 1. Each file has a root that is &lt;Card_Table&gt;&lt;/Card_Table&gt; which contains all the cards we labeled. <br> 2. Each card is represented by the &lt;Card&gt;&lt;/Card&gt; and contains the following:<br> - The tag marked by &lt;Tag&gt; represents the keyword that was used to search and collect the card from StackOverflow. <br> - The URL marked by &lt;URL&gt; of the URL link which contains all the information of the labeled vulnerability. <br> - The other tages marked by &lt;OtherTags&gt; that shows all the tags used in the post on Stack Overflow. <br> - The expert labeling for the categories of vulnerabilities in each card is represented by &lt;CategoryExpertLabel&gt;<br> - In more details, some records has the &lt;SecondExpertCategoryLabel&gt; that represents the second expert labeling for the categories of vulnerabilities.<br> - The &lt;CategoryAgreement&gt; used to calculate the inter-rater agreement between the two labelers. <br>
DOI: 10.6084/m9.figshare.19427045.v1
title: Figure 2

description: Extinction/Scattering Enhancements
DOI: 10.5281/zenodo.6388163
title: Study data: Seasonal variability in macroinvertebrate assemblages in paired perennial and intermittent streams in Costa Rica

description: Macroinvertebrate, environmental and hydrological data for one-year study with monthly sampling in paired perennial and intermittent headwater streams in San Luis de Monteverde, Costa Rica.
DOI: 10.6084/m9.figshare.19424015.v7
title: Neocortical Localization and Thalamocortical Modulation of Neuronal Hyperexcitability contribute to Fragile X Syndrome: Source Data for Figures and Statistics

description: Source data for manuscript as requested by publisher.
DOI: 10.6084/m9.figshare.19424015.v6
title: Neocortical Localization and Thalamocortical Modulation of Neuronal Hyperexcitability contribute to Fragile X Syndrome: Source Data for Figures and Statistics

description: Source data for manuscript as requested by publisher.