cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e119629v1-43980
title: Political and personal reactions to COVID-19 during initial weeks of social distancing in the United States

description: Survey data collected for the paper below. <br><br>Political and personal reactions to COVID-19 during initial weeks of social distancing in the United States <br><br>Objective: To examine perceptions, behaviors, and impacts surrounding COVID-19 early in the pandemic response. Materials and Methods: A cross-sectional survey of 1,030 U.S. adults was administered on March 31st, 2020. This survey examined attitudes toward media, government, and community responses to COVID-19 by political ideology and sociodemographic factors. Knowledge, anxieties, and impacts of COVID-19 were also assessed. Results: Conservatives were more likely to report that COVID-19 was receiving too much media coverage and people were generally overreacting; liberals were more likely to report the government had not done enough in response to the pandemic. Females and those with lower income experienced more COVID-19 related economic anxieties. Those working and with children at home reported higher social, home, and work disruption. Social distancing behaviors were more common among liberals and were associated with increases in depressive symptoms. Conclusions: Public health experts should consider the political climate in crafting messaging that appeals to the values of those across the political spectrum. Research on the COVID-19 pandemic should continue to monitor the effects of social distancing on mental health and among vulnerable populations.
description: Persons 18 years or older residing in the U.S.
DOI: 10.3886/e120921
title: Effect of Sport Education on students’ perceived physical literacy, motivation and physical activity levels in university required physical education: A cluster-randomized trial

description: Originating from the field of physical education, physical literacy is an individual disposition that accentuates the importance of the lifelong physical activity. Sport Education is a sport-based physical education curriculum and instructional model that has been espoused to operationalize physical literacy. The purpose of this study was to examine the effects of Sport Education within a compulsory physical education program on university students’ physical literacy and physical activity levels. A parallel-group single-blind cluster randomized research design was used to examine the effect of a 10-lesson Sport Education intervention in physical education on students’ physical activity and physical literacy from baseline, through post-intervention, and follow-up phases. A total of 372 participants completed all phases of data collection. Results showed increases in the affective and social domains of physical literacy across both groups. Findings also revealed a greater increase in daily self-reported physical activity levels and a reduction in perceived disempowering motivational climate in the Sport Education group at the follow-up phase. With a limited controlling and ego-evolving climate, Sport Education was found to be beneficial in developing the behavioral domain of undergraduate student physical literacy.
description: Response Rates: 89%
description: coded video observation; on-site questionnaire;
description: Smallest Geographic Unit: Hong Kong
DOI: 10.3886/e120921v2
title: Effect of Sport Education on students’ perceived physical literacy, motivation and physical activity levels in university required physical education: A cluster-randomized trial

description: Originating from the field of physical education, physical literacy is an individual disposition that accentuates the importance of the lifelong physical activity. Sport Education is a sport-based physical education curriculum and instructional model that has been espoused to operationalize physical literacy. The purpose of this study was to examine the effects of Sport Education within a compulsory physical education program on university students’ physical literacy and physical activity levels. A parallel-group single-blind cluster randomized research design was used to examine the effect of a 10-lesson Sport Education intervention in physical education on students’ physical activity and physical literacy from baseline, through post-intervention, and follow-up phases. A total of 372 participants completed all phases of data collection. Results showed increases in the affective and social domains of physical literacy across both groups. Findings also revealed a greater increase in daily self-reported physical activity levels and a reduction in perceived disempowering motivational climate in the Sport Education group at the follow-up phase. With a limited controlling and ego-evolving climate, Sport Education was found to be beneficial in developing the behavioral domain of undergraduate student physical literacy.
description: Response Rates: 89%
description: coded video observation; on-site questionnaire;
description: Smallest Geographic Unit: Hong Kong
DOI: 10.3886/e103521v1
title: Dataset for "Matching in the large: An experimental study"

description: We compare the performance of the Boston Immediate Acceptance (IA) and Gale--Shapley Deferred Acceptance (DA) mechanisms in a laboratory setting where we increase the number of participants per match. In our experiment, we first increase the number of students per match from 4 to 40; when we do so, participant truth-telling increases under DA but decreases under IA, leading to a decrease in efficiency under both mechanisms. Furthermore, we find that DA remains more stable than IA, regardless of scale. We then further increase the number of participants per match to 4,000 through the introduction of robots. When robots report their preferences truthfully, we find that scale has no effect on human best response behavior. By contrast, when we program the robots to draw their strategies from the distribution of empirical human strategies, we find that our increase in scale increases human ex-post best responses under both mechanisms.<br>
description: All sessions are conducted in Chinese at the Experiment Economics Laboratory and the Finance Simulation Laboratory at Beijing Normal University between June 2012 and May 2013. The subjects are students from Beijing Normal University and the Beijing University of Posts and Telecommunications. No subject participates more than once. We conduct 12 independent sessions for the all-human treatments and 320 independent observations for the human–robot treatments, with a total of 736 subjects. The exchange rate is 5 experiment points for 1 RMB for all sessions. Each subject also receives a participation fee of 5 RMB. The average earning (including participation fee) is 63.8 RMB.
description: College students in Beijing, China.
DOI: 10.3886/e120321v5-44022
title: COVID-19 Twitter Dataset with Latent Topics, Sentiments and Emotions Attributes

description: This project aims to present a large dataset for researchers to discover public conversation on Twitter surrounding the COVID-19 pandemic. As strong concerns and emotions are expressed in the publicly available tweets, we annotated seventeen latent semantic attributes for each public tweet using natural language processing techniques and machine-learning based algorithms. The latent semantic attributes include: 1) ten attributes indicating the tweet’s relevance to ten detected topics, 2) five quantitative attributes indicating the degree of intensity in the valence (i.e., unpleasantness/pleasantness) and emotional intensities across four primary emotions of fear, anger, sadness and joy, and 3) two qualitative attributes indicating the sentiment category and the most dominant emotion category, respectively.
description: Twitter posts.
DOI: 10.3886/e119967
title: Data and code for: "Local Labor Markets and the Persistence of Population Shocks: Evidence from West Germany, 1939-70"

description: This paper studies the persistence of a large, unexpected, and regionally very unevenly distributed population shock, the inflow of eight million ethnic Germans from Eastern Europe to West Germany after World War II. Using detailed census data from 1939-1970, we show that the shock proved persistent within local labor markets, but was largely reversed between labor markets. These results show that the choice of spatial units can significantly affect the estimated persistence of population shocks. They can thus help to explain why previous studies on the persistence of population shocks reached conflicting conclusions.
DOI: 10.3886/e119967v1
title: Data and code for: "Local Labor Markets and the Persistence of Population Shocks: Evidence from West Germany, 1939-70"

description: This paper studies the persistence of a large, unexpected, and regionally very unevenly distributed population shock, the inflow of eight million ethnic Germans from Eastern Europe to West Germany after World War II. Using detailed census data from 1939-1970, we show that the shock proved persistent within local labor markets, but was largely reversed between labor markets. These results show that the choice of spatial units can significantly affect the estimated persistence of population shocks. They can thus help to explain why previous studies on the persistence of population shocks reached conflicting conclusions.
DOI: 10.3886/e114437v1-44043
title: Replication data for: A Method to Link Advances in Artificial Intelligence to Occupational Abilities

description: Prior episodes of automation have led to economic growth and also to many changes in the workplace. We expect the same from artificial intelligence (AI). The link between AI and labor is complex, however. To assist researchers and policymakers, we provide a method that links advances in AI to occupational abilities, and then aggregates from these abilities to the occupation level. We demonstrate the method by estimating which occupational descriptions have changed the most due to advances in AI between 2010 and 2015, and check our estimates using the Bureau of Labor Statistics scheduled update to occupational descriptions in 2016.
DOI: 10.5281/zenodo.3975838
title: Recombination detection program (RDP4) results for ICMV and SLCMV DNA-B

description: A DNA-B multiple alignment (Zenodo record 3964977) was scanned with RDP4.100 (D. Martin et al. 2015). Recombination breakpoints for events with statistical support from at least 5 of 7 methods were adjusted per the manual (high-confidence accepted events). A CSV file with the results for the accepted events was exported and then saved a second time with Excel to normalize format (a comma in between every column). Note added 2020-09-07: AJ575821 is listed in the files as ICMV based on its assignment in the NCBI Taxonomy database (taxa 341701 and 31600) but it is better classified as SLCMV. These results will be described in a manuscript by Crespo-Bellido et al.
DOI: 10.5281/zenodo.3975837
title: Recombination detection program (RDP4) results for ICMV and SLCMV DNA-B

description: A DNA-B multiple alignment (Zenodo record 3964977) was scanned with RDP4.100 (D. Martin et al. 2015). Recombination breakpoints for events with statistical support from at least 5 of 7 methods were adjusted per the manual (high-confidence accepted events). A CSV file with the results for the accepted events was exported and then saved a second time with Excel to normalize format (a comma in between every column). Note added 2020-09-07: AJ575821 is listed in the files as ICMV based on its assignment in the NCBI Taxonomy database (taxa 341701 and 31600) but it is better classified as SLCMV. These results will be described in a manuscript by Crespo-Bellido et al.
DOI: 10.5517/ccdc.csd.cc201fcw
title: CCDC 1848417: Experimental Crystal Structure Determination

description: Related Article: Yunlei Hou, Liangyu Zhu, Zhiwei Li, Qi Shen, Qiaoling Xu, Wei Li, Yajing Liu, Ping Gong|2019|Eur.J.Med.Chem.|163|690|doi:10.1016/j.ejmech.2018.12.009
DOI: 10.25345/c5bn05
title: MassIVE MSV000086097 - Shotgun proteomics of thermally challenged Caribbean reef corals
title: In this work, I took a proteome profiling approach to characterize the cellular biology of 16 coral samples from a laboratory-based thermal stress experiment. The specific goal of this work was to uncover proteins involved in the high-temperature response of the Caribbean reef coral Orbicella faveolata.
DOI: 10.5281/zenodo.4005381
title: Supplementary Data: Strengthening the bound on the mass of the lightest neutrino with terrestrial and cosmological experiments (arXiv:2009.03287)

description: <strong>Supplementary Data</strong> <em>Strengthening the bound on the mass of the lightest neutrino with terrestrial and cosmological experiments (arXiv:2009.03287)</em> The files in this record contain data from the scans of the models considered in the GAMBIT paper on neutrino masses. The files consist of 21 <code>.yaml</code> files corresponding to different models, sampling parameters and/or priors 11 final <code>.hdf5</code> files, containing the results of running GAMBIT with each yaml file 10 <code>.margestats</code> files containing 1D credible regions for parameters and observables, obtained by running getdist on the hdf5 files An example file 3-NHB_Neff2_PC500_pp.pip file for plotting the results of a single hdf5 file with pippi A tarball including all files in this record except the hdf5 files. The different yaml, hdf5 and margestats files corresponding to different models, priors or setttings follow the naming scheme <code>[scan index]-[hierarchy][m_nu0 prior]_[Neff prior]_[scanner]_[extra]_[step].[extension]</code>, where scan index = <code>1</code>-<code>11</code> hierarchy = <code>NH</code> (normal hierarchy), <code>IH</code> (inverted hierarchy) m_nu0 pior = <code>A</code> (linear-log prior on m_nu0), <code>B</code> (linear prior on m_nu0) Neff prior = <code>0</code> (Delta N_eff = 0), <code>1</code> (Delta N_eff &gt; 0), <code>2</code> (Delta N_eff free) scanner = <code>PC500</code> (Polychord with 500 live points), <code>DIV10k</code> (Diver with NP=1e4) extra = blank (standard likelihood combination), <code>Lyalpha</code> (likelihood also includes eBOSS DR14 Lyman-alpha BAO scale measurements) step = blank (main scan), <code>pp</code> (postprocessing of outputs of main scan). extension = <code>yaml</code>, <code>margestats</code>, <code>hdf5/hdf5.tar.gz</code> A few caveats to keep in mind: The YAML files are designed to work with the tagged release of GAMBIT 1.5.0, and the pip file is tested with pippi 2.1. They may or may not work with later versions of either software (but you can of course always obtain the version that they do work with via the git history). The pip file is an example only. Users wishing to reproduce the more advanced plots in any of the GAMBIT papers should contact us for tips or scripts, or experiment for themselves. Many of these scripts are in multiple parts and require undocumented manual interventions and steps in order to implement various plot-specific customisations, so please do not expect the same level of polish as for files provided here or in the GAMBIT repo.
DOI: 10.5281/zenodo.4005380
title: Supplementary Data: Strengthening the bound on the mass of the lightest neutrino with terrestrial and cosmological experiments (arXiv:2009.03287)

description: <strong>Supplementary Data</strong> <em>Strengthening the bound on the mass of the lightest neutrino with terrestrial and cosmological experiments (arXiv:2009.03287)</em> The files in this record contain data from the scans of the models considered in the GAMBIT paper on neutrino masses. The files consist of 21 <code>.yaml</code> files corresponding to different models, sampling parameters and/or priors 11 final <code>.hdf5</code> files, containing the results of running GAMBIT with each yaml file 10 <code>.margestats</code> files containing 1D credible regions for parameters and observables, obtained by running getdist on the hdf5 files An example file 3-NHB_Neff2_PC500_pp.pip file for plotting the results of a single hdf5 file with pippi A tarball including all files in this record except the hdf5 files. The different yaml, hdf5 and margestats files corresponding to different models, priors or setttings follow the naming scheme <code>[scan index]-[hierarchy][m_nu0 prior]_[Neff prior]_[scanner]_[extra]_[step].[extension]</code>, where scan index = <code>1</code>-<code>11</code> hierarchy = <code>NH</code> (normal hierarchy), <code>IH</code> (inverted hierarchy) m_nu0 pior = <code>A</code> (linear-log prior on m_nu0), <code>B</code> (linear prior on m_nu0) Neff prior = <code>0</code> (Delta N_eff = 0), <code>1</code> (Delta N_eff &gt; 0), <code>2</code> (Delta N_eff free) scanner = <code>PC500</code> (Polychord with 500 live points), <code>DIV10k</code> (Diver with NP=1e4) extra = blank (standard likelihood combination), <code>Lyalpha</code> (likelihood also includes eBOSS DR14 Lyman-alpha BAO scale measurements) step = blank (main scan), <code>pp</code> (postprocessing of outputs of main scan). extension = <code>yaml</code>, <code>margestats</code>, <code>hdf5/hdf5.tar.gz</code> A few caveats to keep in mind: The YAML files are designed to work with the tagged release of GAMBIT 1.5.0, and the pip file is tested with pippi 2.1. They may or may not work with later versions of either software (but you can of course always obtain the version that they do work with via the git history). The pip file is an example only. Users wishing to reproduce the more advanced plots in any of the GAMBIT papers should contact us for tips or scripts, or experiment for themselves. Many of these scripts are in multiple parts and require undocumented manual interventions and steps in order to implement various plot-specific customisations, so please do not expect the same level of polish as for files provided here or in the GAMBIT repo.
DOI: 10.21227/x6rv-8g53
title: Student Acceptance of Blended Learning - primary science curriculum - China

description: Blended Learning has been widely used in current basic education as a new teaching model, and how to improve the acceptance of students in Blended Learning is a hot issue that needs to be solved in the practice of teaching.
DOI: 10.25345/c56t92
title: MassIVE MSV000086098 - Shotgun proteomic analysis of thermally challenged Caribbean reef corals
title: In this work, I took a proteome profiling approach to characterize the cellular biology of 16 coral samples from a laboratory-based thermal stress experiment. The specific goal of this work was to uncover proteins involved in the high-temperature response of the Caribbean reef coral Orbicella faveolata.
DOI: 10.6084/m9.figshare.12925853
title: Encuesta decisiones medicas sobre pacientes críticamente enfermos

description: Medical decision making in EOL care
DOI: 10.6084/m9.figshare.12925853.v1
title: Encuesta decisiones medicas sobre pacientes críticamente enfermos

description: Medical decision making in EOL care
DOI: 10.25345/c53463
title: MassIVE MSV000086100 - GNPS20200908_maize seed_Negative ion mode
title: LC-MS analysis was run in negative mode on the TripleTOF 5600+ for maize seed.
DOI: 10.6084/m9.figshare.12743867
title: Dataset for the estimation of BrC absorption

description: Ths data file named 'SP2_dM_dlogD_HourAVG.CSV' contains the mass size distribution (dM/dlogDc) of refractory black carbon measured using a single-particle soot photometer (SP2) in urban Beijing during a period from 16 Feb. 2014 to 15 Mar. 2014. The dataset is recorded line by line at a time resolution of 1 hour. The first line of this file is the header line. There are 121 columns for the data file with the first 4 columns indicating the date and time of each record and the following 117 columns representing the dM/dlogDc values at corresponding diameter. The dM/dlogDc values with diameter lower than 70 nm and larger than 650 nm were excluded in the analysis according to the detection limit of SP2.The data file named 'AE31_Abs_HourAVG.CSV' stored the absorption coefficients measured using an AE31 aethalometer averaged in a time resolution of 1 hour. The record is stored line by line initial with a header line. The first 4 columns indicate the date and time of each record. The following 7 columns are the absorption coefficients.
DOI: 10.6084/m9.figshare.12743867.v2
title: Dataset for the estimation of BrC absorption

description: Ths data file named 'SP2_dM_dlogD_HourAVG.CSV' contains the mass size distribution (dM/dlogDc) of refractory black carbon measured using a single-particle soot photometer (SP2) in urban Beijing during a period from 16 Feb. 2014 to 15 Mar. 2014. The dataset is recorded line by line at a time resolution of 1 hour. The first line of this file is the header line. There are 121 columns for the data file with the first 4 columns indicating the date and time of each record and the following 117 columns representing the dM/dlogDc values at corresponding diameter. The dM/dlogDc values with diameter lower than 70 nm and larger than 650 nm were excluded in the analysis according to the detection limit of SP2.The data file named 'AE31_Abs_HourAVG.CSV' stored the absorption coefficients measured using an AE31 aethalometer averaged in a time resolution of 1 hour. The record is stored line by line initial with a header line. The first 4 columns indicate the date and time of each record. The following 7 columns are the absorption coefficients.
DOI: 10.6084/m9.figshare.12743867.v1
title: Dataset for the estimation of BrC absorption

description: Ths data file named 'dM_dlogD_rBC_10min.csv' contains the mass size distribution (dM/dlogDc) of refractory black carbon measured using a single-particle soot photometer (SP2) in urban Beijing during a period from 16 Feb. 2014 to 15 Mar. 2014. The dataset is recorded line by line at a time resolution of 10 min. The first line of this file is the header line. There are 204 columns for the data file with the first 5 columns indicating the date and time of each record and the following 199 columns representing the dM/dlogDc values at corresponding diameter. The dM/dlogDc values with diameter lower than 70 nm and larger than 650 nm were excluded in the analysis according to the detection limit of SP2.The data file named 'CorBC_AE31_HourAVG_AE-31.csv' stored the BC concentration measured using an AE31 aethalometer averaged in a time resolution of 1 hour. The record is stored line by line initial with a header line. The first 4 columns indicate the date and time of each record. The following 7 columns are the loading corrected BC concentrations at 7 wavelengths (370, 470, 520, 590, 660, 880, 950 nm), then followed by the sample flow rate (1 column) and raw BC concentrations at the 7 wavelengths recorded by the AE31 (7 columns).
DOI: 10.25345/c5zb45
title: MassIVE MSV000086101 - GNPS20200908_maize seed_Negative ion mode
title: LC-MS analysis was run in negative mode on the TripleTOF 5600+ for maize seed.
DOI: 10.21227/4xja-db96
title: Monthly Prediction

description: Test
DOI: 10.5281/zenodo.3975642
title: Supplementary Data: CosmoBit: A GAMBIT module for computing cosmological observables and likelihoods (arXiv:2009.03286)

description: <strong>Supplementary Data</strong><br> <em>CosmoBit: A GAMBIT module for computing cosmological observables and likelihoods</em> This record contains the samples and plotting routines used to create the figures and to derive most of the results in J.J. Renk et al., “CosmoBit: A GAMBIT module for computing cosmological observables and likelihoods” (available on the arXiv)
DOI: 10.5281/zenodo.3975641
title: Supplementary Data: CosmoBit: A GAMBIT module for computing cosmological observables and likelihoods (arXiv:2009.03286)

description: <strong>Supplementary Data</strong><br> <em>CosmoBit: A GAMBIT module for computing cosmological observables and likelihoods</em> This record contains the samples and plotting routines used to create the figures and to derive most of the results in J.J. Renk et al., “CosmoBit: A GAMBIT module for computing cosmological observables and likelihoods” (available on the arXiv)