cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8237400
title: Raw data for model implementation examples in paper "Incorporating Detected/Undetected Cooperative and Uncooperative Individuals, and Dynamic Transmission Probabilities in Epidemiological Models"

description: This dataset contains the historical daily new case numbers referenced in the paper titled "Incorporating Detected/Undetected Cooperative and Uncooperative Individuals, and Dynamic Transmission Probabilities in Epidemiological Models." These numbers were utilized to estimate the basic reproduction number <em>R<sub>0</sub></em> and the aggregated epidemic control measure <em>K<sub>r</sub>(t)</em> parameters within the model, as shown in the example implementation section of the paper.
DOI: 10.5281/zenodo.8209987
title: Data on the Model of Loneliness and Smartphone Use Intensity as a Mediator of Self-Control, Emotion Regulation, and Spiritual Meaningfulness in Nomophobia

description: <em>The data collection was conducted in June-July 2022, with 355 participants completing the scales provided through offline paper-pencil surveys in the classroom. The research data was collected from three cities, namely Palembang, Jambi, and Yogyakarta, and consisted of junior high school and high school students, as well as university students. The university student participants were recruited from Ahmad Dahlan University, Jambi University, and Charitas Musi Catholic University. The participants completed the Nomophobia NMP-Q scale (Yildirim & Correia, 2015), the R-UCLA Loneliness Scale (Russell et al., 1980), self-control (Tangney, Baumeister & Boone, 2004), The Difficulties in Emotion Regulation Scale (DERS; Gratz & Roemer, 2004), and Spiritual Meaningfulness which was developed based on the theory of Pargament (2007). All the questionnaires for data collection were in the Indonesian version.</em>
DOI: 10.25919/dza0-rr13
title: Parkes observations for project P1165 semester 2023APRS_06

description: We carried out a pilot FAST survey at intermediate Galactic latitudes and discovered five new pulsars (including two millisecond pulsars, MSPs). We confirmed all five pulsars and timed two pulsars (J1826-0049 and J1849+1000) during the 2022OCTS semester. A coherent timing solution was obtained for J1826-0049 (4.59 ms) and it is in a 6.7-day orbit with a white dwarf companion. The other pulsar, J1849+1000, turned out to be potentially exotic. While its large spin period variation can be fitted by a 26-day circular orbit with a massive companion, the residuals show strong quasi-periodic variations, which suggest the existence of a third object in an inner orbit. If confirmed, J1849+1000 will be in a stellar triple system with an outer orbit of 26 days and an inner orbit of a few days. This makes it potentially a unique system for tests of gravitational theories and understanding the formation and evolution of triple systems. Here we propose to continue our timing of J1826-0049 and J1849+1000. The goal is to refine our measurement of the parameters of J1826-0049 and understand the nature of J1849+1000
DOI: 10.25919/cpgb-5a92
title: Parkes observations for project P456 semester 2023APRS_11

description: The Parkes Pulsar Timing Array (PPTA) project has three primary goals: (a) detection of gravitational waves from astronomical sources, (b) establishment of a pulsar timescale, and (c) improvement of our understanding of Solar-system dynamics. We are now in an exciting regime where a signal detected in our (and other data sets) has the form expected for a gravitational wave background. We are therefore now attempting to confirm, or deny, this exciting result. With this proposal we aim to maintain our pre-eminent position in the field. Unlike most observing proposals, this is a continuing proposal for which the observations will continue to improve bounds on ultra-low-frequency gravitational waves until they are finally detected. Continued Parkes observations will remain valuable at least until the first stage of the SKA is able to improve on our sensitivity and observing cadence. Even after the gravitational wave background is detected we will want to continue observations in support of the nascent field of gravitational wave astronomy!
DOI: 10.3886/e193213
title: Data and code: The jobless recovery after the 1980–1981 British recession

description: Extensive research has been conducted on the concept of jobless recoveries and their potential causes, primarily focused on the United States from the 1990s. This paper finds that the prolonged employment downturn following the brief 1980-1981 recession in Britain qualifies as a jobless recovery and then investigates possible contributing factors: labor reallocation across industries, regional employment changes, and job polarization. The United States, which did not have a jobless recovery from the early 1980s recession, is taken as a comparison case. I find that the leading candidate explanation for this jobless recovery was the reallocation of labor across industries. This suggests an important role for structural change in the early 1980s recession and in jobless recoveries more generally. <br>
DOI: 10.3886/e193213v1
title: The jobless recovery after the 1980–1981 British recession

description: Extensive research has been conducted on the concept of jobless recoveries and their potential causes, primarily focused on the United States from the 1990s. This paper finds that the prolonged employment downturn following the brief 1980-1981 recession in Britain qualifies as a jobless recovery and then investigates possible contributing factors: labor reallocation across industries, regional employment changes, and job polarization. The United States, which did not have a jobless recovery from the early 1980s recession, is taken as a comparison case. I find that the leading candidate explanation for this jobless recovery was the reallocation of labor across industries. This suggests an important role for structural change in the early 1980s recession and in jobless recoveries more generally. <br>
DOI: 10.3886/e193213v2
title: Data and code: The jobless recovery after the 1980–1981 British recession

description: Extensive research has been conducted on the concept of jobless recoveries and their potential causes, primarily focused on the United States from the 1990s. This paper finds that the prolonged employment downturn following the brief 1980-1981 recession in Britain qualifies as a jobless recovery and then investigates possible contributing factors: labor reallocation across industries, regional employment changes, and job polarization. The United States, which did not have a jobless recovery from the early 1980s recession, is taken as a comparison case. I find that the leading candidate explanation for this jobless recovery was the reallocation of labor across industries. This suggests an important role for structural change in the early 1980s recession and in jobless recoveries more generally. <br>
DOI: 10.3886/e193213v3
title: Data and code: The jobless recovery after the 1980–1981 British recession

description: Extensive research has been conducted on the concept of jobless recoveries and their potential causes, primarily focused on the United States from the 1990s. This paper finds that the prolonged employment downturn following the brief 1980-1981 recession in Britain qualifies as a jobless recovery and then investigates possible contributing factors: labor reallocation across industries, regional employment changes, and job polarization. The United States, which did not have a jobless recovery from the early 1980s recession, is taken as a comparison case. I find that the leading candidate explanation for this jobless recovery was the reallocation of labor across industries. This suggests an important role for structural change in the early 1980s recession and in jobless recoveries more generally. <br>
DOI: 10.6084/m9.figshare.23929695
title: Data from: A Before-After Control-Impact experiment reveals that culling reduces the impacts of invasive deer on endangered peatlands

description: Code and datasets used to analyse sambar deer abundance and impacts on alpine peatlands in Alpine National Park, Victoria, Australia
DOI: 10.6084/m9.figshare.23929698
title: 2021+Western+Carolina+University+Student+Needs+Survey_August+10,+2023_17.45.zip

description: This dataset includes the results of a basic needs security survey administered to university students during the spring of 2021 at a regional comprehensive university located in Southern Appalachia.
DOI: 10.25952/waxe-p764
title: Development and characterisation of a laboratory model of post streptococcal autoimmune cardiac and neurobehavioral complications - Dataset

description: <p>In this dataset we have provided data on behavioural assessment on rats before and after exposure to streptococcal antigens, histological changes and antibody responses against host tissue proteins. Behavioural tests such as food manipulation, beam walking, grooming, marble burying and light/dark box tests were performed to assess the changes in fine motor coordination, gait and balance, obsessive-compulsive behaviour and anxiety like behaviour respectively before and after exposure to streptococcal antigens. Heart tissues were dissected from rats and stained with haematoxylin and eosin stain and scored them for infiltration of mononuclear cells in the myocardium and valvular tissues. ELISAs were performed on serum collected from rats to assess the antibody response against host tissue proteins following exposure to streptococcal antigens.</p>
description: <p>In this dataset we have provided data on behavioural assessment on rats before and after exposure to streptococcal antigens, histological changes and antibody responses against host tissue proteins. Behavioural tests such as food manipulation, beam walking, grooming, marble burying and light/dark box tests were performed to assess the changes in fine motor coordination, gait and balance, obsessive-compulsive behaviour and anxiety like behaviour respectively before and after exposure to streptococcal antigens. Heart tissues were dissected from rats and stained with haematoxylin and eosin stain and scored them for infiltration of mononuclear cells in the myocardium and valvular tissues. ELISAs were performed on serum collected from rats to assess the antibody response against host tissue proteins following exposure to streptococcal antigens.</p>
DOI: 10.57756/xr7mbn
title: Synthesys+ VA project SYNTH4VA1Chiroptera "COVID-19 Chiropteran knowledge base" (NHMW part)

description: <p>This dataset was digitised as part of the Synthesys+ Virtual Access programme
for the SYNTHVA1Chiroptera project "Covid-19 Chiroptera
knowledgebase". The data provided here are a subset of the mammal
collection of the Natural History Museum Vienna. The following summary refers
to the entire project, in which a total of seven institutions were involved
with the digitisation and publication of the desired data.</p><p>Project PI was Gabor Csorba from  the Hungarian Natural History Museum.</p><p>Amidst the pandemic caused by the pathogen SARS-CoV-2, the virus’s animal origin is a critical mystery to solve. More than 200 novel coronaviruses have been found in bats so far, and cca. 35% of bat virome sequenced to date is composed of coronaviruses. But still only a fraction of the known species of the second most speciose order of mammals have been screened for viruses. Of the Coronaviridae family the most similar virus to the one which causes the recent pandemic was found in a common Southeast Asian horseshoe bat species, Rhinolophus affinis. Experts of the CETAF’s COVID-19 Taskforce have suggested to accumulate our present knowledge on the distribution, viral information and basic ecological demands not only of the horseshoe bats (Rhinolophidae) but also the phylogenetically most closely related families, Hipposideridae and Rhinonycteridae. Some recent studies in viruses were not always rigorous enough to deposit the study material in publicly available collections (which, among other advantages, makes the identification testable). However, it is essential to know if material currently preserved in collections can be useful for subsequent virus studies. For this reason, a list of material (more than 20 thousand specimens of the above families estimated) housed in European collections participating in the Synthesys+ virtual access call, would be essential. The short and long run impact of unlock specimens, tissue and fluid samples, DNA extracts, as well as data associated with these bat families is immeasurable, especially considering the challenges we are facing now and at a global scale. The present proposal expects a two-fold impact 1) liberation of massive amount of crucial data and biological material to support research in bat-coronavirus-human interactions and 2) trigger a movement of public recognition of museum collections as key player in public health crises.</p>
DOI: 10.26186/148623
title: Resistivity Model Derived from Magnetotelluric Data in the Curnamona and Delamerian Region

description: Geoscience Australia’s Exploring for the Future program provides precompetitive information to inform decision-making by government, community and industry on the sustainable development of Australia's mineral, energy and groundwater resources. By gathering, analysing and interpreting new and existing precompetitive geoscience data and knowledge, we are building a national picture of Australia’s geology and resource potential. This leads to a strong economy, resilient society and sustainable environment for the benefit of all Australians. This includes supporting Australia’s transition to net zero emissions, strong, sustainable resources and agriculture sectors, and economic opportunities and social benefits for Australia’s regional and remote communities. The Exploring for the Future program, which commenced in 2016, is an eight year, $225m investment by the Australian Government.<br>We present a 3-D resistivity model derived from magnetotelluric data collected by two recent surveys in the Curnamona and Delamerian Region: the Curnamona Cube survey led by the University of Adelaide and funded by AuScope and the Curnamona Cube Extension survey (https://doi.org/10.26186/147904) by Geoscience Australia as part of Exploring for the Future Program. In total, data from 231 sites were used to produce 3-D models using the ModEM code. Details of data inversion are provided in the Readme.pdf file. The resistivity model can be used to enhance the understanding of the geodynamics and mineral potential in the Curnamona Province and Delamerian Orogen.<br>We greatly appreciate that Prof. Graham Heinson from the University of Adelaide has made the Curnamona Cube survey data available for this work. The modelling work was undertaken with the assistance of resources from the National Computational Infrastructure (NCI Australia).<br>This release package contains the preferred 3-D resistivity model in SGrid format and geo-referenced depth slices in .tif format.<br>
DOI: 10.3886/e193190v2
title: Comparable levels of mental health symptoms in patients hospitalized with acute illness and patients hospitalized with injury, 2018 - 2021

description: High rates of mental health symptoms such as depression, anxiety, and posttraumatic stress disorder (PTSD) have been found in patients hospitalized with traumatic injuries, but little is known about these problems in patients hospitalized with acute illnesses.<br>In patients admitted after emergency care for acute illness (N=656) or injury (N=661) to three hospitals across the United States, we compared acute symptoms of depression, anxiety, and Acute Stress Disorder (ASD) and symptoms two months post-admission of depression, anxiety, and PTSD. The patients studied were ethnically/racially diverse and 54% female. <br><br>
description: None / Not Applicable<br>
description: Response Rates: Not applicable; only participants who agreed to be in the study were tracked.<br>
description: Presence of Common Scales: In the hospital at the time of enrollment, depression was assessed with 6 items from the Patient Health Questionnaire-8 (PHQ-8; Kroenke et al., 2009) and anxiety was assessed with 2 items from the Generalized Anxiety Disorder-7 (GAD-7; Spitzer et al., 2006) and three novel items. Symptoms of ASD were assessed with 12 items from the Screen for Posttraumatic Stress Symptoms (SPTSS; Carlson, 2001) and 2 items from the Dissociative Symptoms Scale (Carlson et al., 2018). <br><br>At follow-up, the full PHQ-8 and GAD-7 were used to assess depression and anxiety, and symptoms of PTSD were assessed with the 20-item SPTSS.<br>
description: Potentially-eligible patients were found through electronic medical records or through unit census lists.<br><br>We attempted to approach all potentially-eligible patients on our target units during the enrollment period. We did not track the number of patients who were discharged before we could speak with them, or who refused, or who were ineligible.<br>
description: People aged 18 - 89 who were admitted to one of three Level 1 hospitals through the Emergency Department and who:<br>spoke English, Spanish, or Mandarin; were not admitted for psychiatric treatment; were able to provide their contact information; and were able to understand the study and communicate responses.<br>. Smallest Geographic Unit: N/A
description: face-to-face interview; on-site questionnaire; telephone interview;
DOI: 10.3886/e193190v1
title: Comparable levels of mental health symptoms in patients hospitalized with acute illness and patients hospitalized with injury, 2018 - 2021

description: High rates of mental health symptoms such as depression, anxiety, and posttraumatic stress disorder (PTSD) have been found in patients hospitalized with traumatic injuries, but little is known about these problems in patients hospitalized with acute illnesses.<br>In patients admitted after emergency care for acute illness (N=656) or injury (N=661) to three hospitals across the United States, we compared acute symptoms of depression, anxiety, and Acute Stress Disorder (ASD) and symptoms two months post-admission of depression, anxiety, and PTSD. The patients studied were ethnically/racially diverse and 54% female. <br><br>
description: None / Not Applicable<br>
description: Response Rates: Not applicable; only participants who agreed to be in the study were tracked.<br>
description: Presence of Common Scales: In the hospital at the time of enrollment, depression was assessed with 6 items from the Patient Health Questionnaire-8 (PHQ-8; Kroenke et al., 2009) and anxiety was assessed with 2 items from the Generalized Anxiety Disorder-7 (GAD-7; Spitzer et al., 2006) and three novel items. Symptoms of ASD were assessed with 12 items from the Screen for Posttraumatic Stress Symptoms (SPTSS; Carlson, 2001) and 2 items from the Dissociative Symptoms Scale (Carlson et al., 2018). <br><br>At follow-up, the full PHQ-8 and GAD-7 were used to assess depression and anxiety, and symptoms of PTSD were assessed with the 20-item SPTSS.<br>
description: Potentially-eligible patients were found through electronic medical records or through unit census lists.<br><br>We attempted to approach all potentially-eligible patients on our target units during the enrollment period. We did not track the number of patients who were discharged before we could speak with them, or who refused, or who were ineligible.<br>
description: People aged 18 - 89 who were admitted to one of three Level 1 hospitals through the Emergency Department and who:<br>spoke English, Spanish, or Mandarin; were not admitted for psychiatric treatment; were able to provide their contact information; and were able to understand the study and communicate responses.<br>. Smallest Geographic Unit: N/A
description: face-to-face interview; on-site questionnaire; telephone interview;
DOI: 10.26188/21749570
title: Process Mining-Based Goal Recognition System Evaluation Dataset

description: These datasets are used for evaluating the process mining-based goal recognition system proposed in the paper "Fast and Accurate Data-Driven Goal Recognition Using Process Mining Techniques." The datasets include a running example, an evaluation dataset for synthetic domains, and real-world business logs.<code>running_example.tar.bz</code> contains the traces shown in figure 2 of the paper for learning six skill models toward six goal candidates and the three walks shown in figure 1.a.<code>synthetic_domains.tar.bz2</code> is the dataset for evaluating GR system in synthetic domains (IPC domains). There are two types of traces used for learning skill models, generated by the top-k planner and generated by the diverse planner. Please extract the archived domains located in <code>topk/</code> and <code>diverse/</code>. In each domain, the sub-folder <code>problems/</code> contains the dataset for learning skill models, and the sub-folder <code>test/</code> contains the traces (plans) for testing the GR performance. There are five levels of observations, 10%, 30%, 50%, 70%, and 100%. For each level of observation, there are multiple problem instances, the instance ID starts from 0. A problem instance contains the synthetic domain model (PDDL files), training traces (in <code>train/</code>), and an observation for testing (<code>obs.dat</code>). The top-k and diverse planners for generating traces can be accessed here. The original PDDL models of the problem instances for the 15 IPC domains mentioned in the paper are available here.<code>business_logs.tar.bz</code> is the dataset for evaluating GR system in real-world domains. There are two types of problem instances: one with only two goal candidates (yes or no), referred to as "binary," and the other containing multiple goal candidates, termed "multiple." Please extract the archived files located in the directories <code>binary/</code> and <code>multiple/</code>. The traces for learning the skill models can be found in XES files, and the traces (plans) for testing can be found in the directory <code>goal*/</code>.<br><br><br>