cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/qqbarg
title: Replication Data for: "The Electoral Consequences of Issue Frames"

description: What happens after issue frames shape public opinion? We offer an account of the downstream effects of issue frames on candidate choice. We then use three studies combining issue framing experiments with conjoint candidate choice experiments to directly assess these downstream effects. Despite an ideal setting for elite influence on public opinion, we find that frames ultimately have modest effects on how the public later evaluates politicians. Our theoretical framework highlights two sources of this disconnect. Frame-induced opinion change is only one component, often outweighed by other factors, in candidate choice and the issues most amenable to framing are the least relevant for evaluating candidates. This introduces a new consideration into debates about the political consequences of issue frames. Even after they change the public’s policy opinions, issue frames may still have limited implications for other political outcomes.
DOI: 10.7910/dvn/qquizc
title: Do Opposites Detract? Intrahousehold Preference Heterogeneity and Inefficient Strategic Savings

description: This paper uses a field experiment to test whether intrahousehold heterogeneity in discount factors leads to inefficient strategic savings behavior. I gave married couples in rural Kenya the opportunity to open both joint and individual bank accounts at randomly assigned interest rates. I also directly elicited discount factors for all individuals in the experiment. Couples who are well matched on discount factors are less likely to use costly individual accounts and respond robustly to relative rates of return between accounts, while their poorly matched peers do not. Consequently, poorly matched couples forgo significantly more interest earnings on their savings.
description: Stata, 13
DOI: 10.7910/dvn/rbijsq
title: Imputing Single-Cell Protein Abundance in Multiplexed Tissue Imaging Raw Data

description: T-CyCIF Multiplex tissue image single cell datasets
DOI: 10.7910/dvn/3ykloe
title: ClearScope CDM Benign Dataset Engagement 3

description: Tar files of benign ClearScope datasets (E3) in CDM JSON format. Note that all files are xz'ipped (not gzipped).
DOI: 10.7910/dvn/hmpgyn
title: EEG files - Mu Suppression experiment

description: Raw EEG files (.CNT) from Mu Suppression experiment. These 65 files include the 61 participants retained in published analyses, and 4 who do not retain over 16 trials per condition (our threshold for retaining). 

Participants experienced resting, observing and action execution conditions. The analysis script (MATLAB - EEGLAB) used can be downloaded from the Open Science Frame work - https://osf.io/yajkz/ This script includes the trigger codes used for each stimulus type. Also on OSF are the video stimuli shown to participants, and the presentation script (MATLAB - Psychtoolbox).

Link to publication to be added on print, but currently Registered Report with journal Cortex, under title: Mu suppression – a good measure of the human mirror neuron system?
DOI: 10.7910/dvn/hqykxx
title: Replication Data for: Inequality in the Classroom: Electoral Incentives and the Distribution of Local Education Spending

description: Locally-elected school boards have wide discretion over allocating money among the schools in their district, yet we know relatively little about how they decide "which schools get what." I argue that electoral incentives are one factor that can influence the distribution of resources: board members will direct spending toward schools located in neighborhoods of their district where spending will be most electorally beneficial in the next election. I test this argument using data from a discretionary school modernization program in the Los Angeles Unified School District, and find that board members distribute resources primarily to schools in competitive and moderately supportive neighborhoods, especially when running in an on-cycle election where parents make-up a larger share of the electorate and where student performance affects election outcomes. By comparison, schools in overwhelmingly opposed and supportive areas are excluded. These results suggest that local democratic control of school boards can hinder educational equality.
DOI: 10.7910/dvn/vp9yq0
title: Replication data for: Access to Electronic Image Results and Physicians’ ordering of Tests: A Follow-up Examination
DOI: 10.7910/dvn/wi73mc
title: A16_31698.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/38d5a4a4-8783-4826-a31e-9b170294718e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/38d5a4a4-8783-4826-a31e-9b170294718e
DOI: 10.7910/dvn/ws02o2
title: Replication data for: Using Hedonic Models of Solar Radiation and Weather to Assess the Economic Effect of Climate Change: The Case of Mosel Valley Vineyards

description: Volume 92, Issue 2
DOI: 10.7910/dvn/cnltio
title: Controle de artigos

description: Controle de artigos
DOI: 10.7910/dvn/iixgbm
title: Replication Data for: Choosing Imputation Models

description: Imputing missing values is an important preprocessing step in data analysis, but the literature offers little guidance on how to choose between imputation models. This letter suggests adopting the imputation model that generates a density of imputed values most similar to those of the observed values for an incomplete variable after balancing all other covariates. We recommend stable balancing weights as a practical approach to balance covariates whose distribution is expected to differ if the values are not missing completely at random. After balancing, discrepancy statistics can be used to compare the density of imputed and observed values. We illustrate the application of the suggested approach using simulated and real-world survey data from the American National Election Study, comparing popular imputation approaches including random forests, hot-deck, predictive mean matching, and multivariate normal imputation. An R package implementing the suggested approach accompanies this letter.
description: Volume #, Issue #
DOI: 10.7910/dvn/lqlrcd
title: Bibliotherapy for Stress Management: A Wellness Intervention for First-Year Medical Students

description: This dataset consists of 6 months of survey results based on the Perceived Stress Scale 10 question version (PSS-10), a copy of the PSS-10, survey results of the bibliotherapy reading selections used in the study, the script used for focus groups, and anonymized, hand-corrected transcripts of four focus groups. All data is in support of the study "Bibliotherapy for Stress Management: A Wellness Intervention for First-Year Medical Students"
DOI: 10.7910/dvn/qypqal
title: Replication Data for: Control, Dispute, and Concentration of Land During Civil War: Evidence from Colombia

description: How are patterns of armed control and dispute by armed actors related to land concentration, land property rights, and distribution? We argue that armed actors affect land tenure by using different land transfer mechanisms to distribute the land, which reflects the dynamics of control and dispute during civil conflict. We test this argument by studying the case of Urabá, a region in northwestern Colombia, using a mixed-method strategy. First, using extensive qualitative fieldwork, we find that armed actors systematically applied different land transfer mechanisms in areas where they held control. Armed actors strategically changed from employing one land transfer mechanism to another in relation to the level of dispute, political and economic objectives, and alignment with the state, among others. In our fieldwork, we identify how these land transfer mechanisms led to patterns of territorial control and land tenure structure. We then analyze an original dataset of rural plot ownership in Urabá, based on official cadastral information, to empirically verify our qualitative findings. We estimate a village-level fixed effects model that shows that disputed territories and those under paramilitary control had larger plots, higher land inequality, and fewer land transfers. In contrast, territories with established control by left-wing insurgents exhibit a small landholder scheme. These results offer important insights into the relationship between civil armed conflict and land and the logic of rebel governance.
DOI: 10.7910/dvn/qzlgpd
title: Ice surface elevation and change at Jakobshavn Isbrae, West Greenland, 2008-2014

description: Contains:&lt;br&gt;
* initial surface elevation map of Jakobshavn Isbrae in January 2008&lt;br&gt;
* differences every 91 days from the initially recorded elevation map&lt;br&gt;
* geoid correction&lt;br&gt;
* error fields
DOI: 10.7910/dvn/wrhpxl
title: Replication Data for: "Why Do States Privatize their Prisons? The Unintended Consequences of Inmate Litigation"

description: The United States has witnessed privatization of a variety of government functions over the last three decades. Media and politicians often attribute the decision to privatize to ideological commitments to small government and fiscal pressure. These claims are particularly notable in the context of prison privatization, where states and the federal government have employed private companies to operate and manage private correctional facilities. I argue state prison privatization is not a function of simple ideological or economic considerations. Rather, prison privatization has been an unintended consequence of the administrative and legal costs associated with litigation brought by prisoners. I assemble an original database of prison privatization in the US and demonstrate that the privatization of prisons is best predicted by the legal pressure on state corrections systems, rather than the ideological orientation of a state government.
DOI: 10.7910/dvn/2hcr6q
title: Wright Files I-Z Edited; Docketed Case: 76-1332
DOI: 10.7910/dvn/3tdchi
title: Replication Data for: A refined neuronal population measure of visual attention

description: Dataset to accompany Mayo, Cohen, and Maunsell's PLOS ONE article entitled "A refined neuronal population measure of visual attention"
DOI: 10.7910/dvn/cqleks
title: Wright Casebook Edited; Docketed Case: 74-2113
DOI: 10.7910/dvn/cr1mmv
title: Open dataset of annual Article Processing Charges (APCs) of gold and hybrid journals published by Elsevier, Frontiers, MDPI, PLOS, Springer-Nature and Wiley 2019-2023

description: This open dataset of annual Article Processing Charges (APCs) was produced from the price lists of six large scholarly publishers (Elsevier, Frontiers, PLOS, MDPI, Springer-Nature and Wiley) from 2019 to 2023. APC price lists were downloaded from publisher websites each year as well as via Wayback Machine snapshots to retrieve fees per journal per year. The dataset includes journal metadata, APC collection method, and annual APC list prices in several currencies (USD, EUR, GBP, CHF, JPY, CAD) for 8,712 unique journals and 36,618 journal-year combinations. The dataset was generated to allow for more precise analysis of APCs and can support library collection development and scientometric analysis estimating APCs paid in gold and hybrid OA journals.
DOI: 10.7910/dvn/l5rula
title: Dataset for "Empirical Testing of Models of Autoregressive Conditional Heteroscedasticity Used for Prediction of the Volatility of Bulgarian Investment Funds"

description: Empirical Testing of Models of Autoregressive Conditional Heteroscedasticity Used for Prediction of the Volatility of Bulgarian Investment Funds
The used risk attribution quantification models GARCH (1.1) EGARCH (1.1), GARCH-M (1.1) and TGARCH (1.1) are adapted to predict the volatility of investment funds. The object of the study includes quantitative analysis, estimation and forecasting of daily volatility through the models: GARCH, EGARCH, GARCH-M and TGARCH with specification (1.1). The research covers the net balance sheet value of forty-two investment funds for the period from 2016-2020 and 2020-2023.
1. results of risk forecasting models for the period 2016-2020
2. results of risk forecasting models for the period 2020-2023
3. results of the application of the Dickey Fuller stationarity test for the two periods
DOI: 10.7910/dvn/n2wznk
title: Replication Data for: Risk Factors for Severe Illness in Hospitalized Covid-19 Patients at a Regional Hospital

description: Raw data for the PLOS ONE article entitled, "Risk Factors for Severe Illness in Hospitalized Covid-19 Patients at a Regional Hospital"
DOI: 10.7910/dvn/wiacwe
title: Radiation-Induced Lung Toxicity in Mice Irradiated in a Strong Magnetic Field - Mouse 135

description: Mouse 135: Irradiated 06/29/2016 Pre Scan: 06/28/2016 Post Scan: 11/16/2016
DOI: 10.6084/m9.figshare.3427271.v2
title: COMBINE Archive Show Case

description: A fully featured COMBINE archive of syncytial mitotic cycles in Drosophila embryos, including (i) the original publication, (ii) model code, (iii) simulation descriptions, and (iv) simulation results. A COMBINE archive is a standardised container for data files related to a simulation study in computational biology. The archive can be used for both, educational and research purposes. Anyone may reuse, extend and update the archive to make it a valuable resource for the scientific community. The archive is developed and maintained at https://github.com/SemsProject/CombineArchiveShowCase - everyone is invited to use and improve it!
DOI: 10.17632/3t7kf3s8g4
title: Characteristics of sediment sorting and Characteristics of sediment sorting and sediment bound organic carbon loss under different soil organic carbon levels

description: This study investigated the changes in sediment yield, sediment effective particle size distribution, and sediment bound organic carbon (SBOC) loss in six soils with varying SOC contents during the rainfall process, explored the impacts of SOC content on sediment sorting and SBOC loss, identified the dominant controlling factors and primary pathways of SBOC loss. 
 The uploaded data includes sediment yield, hydraulic parameters, sediment particle composition, and sediment organic carbon content of different soils under different simulation experiments.
DOI: 10.17632/8rfvzvjhfp
title: Reducing energy storage demand by spatial-temporal coordination of multienergy systems：Datasets and Supplementary Materials

description: This dataset include the the method and relating code, as well as the long-term power generation process of wind, PV and hydropower stations.
******************************************************************************************************************************************************************************
 The data relating to wind and PV power modelling in the basin were derived from the dataset of ERA5-Land monthly averaged data from 1981 to the present  and the dataset of high-resolution (3 hour, 10 km) global surface solar radiation (1983-2017) , which are used to simulate long-term power generation. Both datasets are grid-point data. We obtained the construction or planning locations of power stations (most of them have not yet been built). The temperature, radiation, and wind speed at the planned power station locations were used to calculate the long-term power generation of the corresponding energy sources using the wind and PV output models . The installed capacity of the wind and PV power stations was taken as the initial input based on the planned installed capacity of the geographical location. Here are the long-term power generation of102 wind power stations and 70 PV power stations obtained by simulation.

 Considering that all the power stations in the basin have with regulation ability, the long-term power generation process of hydropower was simulated using the historical runoff in the basin (1953 to 2019) as input and the maximum power generation as the objective. The Strengthen Elitist GA templet (SEGA) method in Geatpy in Python was used for optimization.
DOI: 10.6084/m9.figshare.106321.v1
title: Number of downloads for each project tagged with "Bioinformatics" on code.google.com

description: Implementation of my idea on biostar "Where/how to assess which bioinformatics tools/databases are most used/accessed?" : http://www.biostars.org/p/60334/#60341 . The script gets the projects tagged bioinformatics on google-code and get the number of downloads. Of course, that doesn't give the number of "checkout' of each project, etc...
DOI: 10.17632/4wky62ryc7
title: Data from: “Significant benthic fluxes of bioavailable dissolved amino acids to the ocean: Results from the East/Japan Sea”

description: Dissolved organic carbon (DOC) and total dissolved amino acid (TDAA) data in seawater and sediment porewater of the Ulleung Basin in the East/Japan Sea
DOI: 10.6084/m9.figshare.19424807.v4
title: Pretrained Chromoformer weights

description: Pretrained weights for Chromoformer models. Models were individually trained for 11 cell types from Roadmap Epigenomics Project. For each cell type, 18955 protein coding genes were divided into four non-overlapping cross-validation (CV) sets, and trained weights for each cross-validation fold is provided in this dataset.<br>The directory is organized firstly by Roadmap Epigenomics cell type (using corresponding EID), and four pytorch checkpoint files (a .pt file for each CV-fold) are placed in each directory.<br>'*.pt' files are basically dictionaries containing pretrained weights as well as some training details associated with the following keys:<br>- 'net' : Pretrained weights- 'optimizer': Status of pytorch optimizer at the time of model snapshot.- 'epoch': Epoch at the time of model snapshot.- 'last_val_loss': Validation loss at the time of model snapshot.- 'last_val_auc': Validation AUC at the time of model snapshot.- 'val_score': Output probabilities for genes in validation set.- 'val_label': True labels for genes in validation set.
DOI: 10.6084/m9.figshare.23153741.v1
title: Seasonal data of biogeochemistry and zooplankton from station in Nuup Kangerlua (GF10) and Ameralik (AM10)

description: Seasonal dataset of biogeochemistry and zooplankton <br> <strong>File 1: BiogeochemicalDataset</strong> Dataset on biogeochemical data collected by CTD (Seabird 19plus) and Niskin sampling in two stations in Nuup Kangerlua (GF10) and Ameralik (AM10) <br> File Description Depth: Depth of the sample in meter (m) Date: Date of collection in YYYYMMDD format Station: Station where the data is collected Latitude: Latitude of the station Longitude: Longitude of the station Temperature: Temperature in °C Salinity: Salinity in PSU Chla: Chlorophyll a concentration in µg L-1 NOX: Nitrate (and nitrite) concentration in µM Total Plankton: Total phytoplankton counts in cells per mL Picoplankton counts: Total picoplankton counts in cells per mL Bacteria counts: Total Bacteria counts in bacteria per mL HNF counts: Total heterotrophic nanoflagelates counts in inviduals per mL <br> <br> <strong>File 2: ZooplanktonDataset</strong> Dataset on zooplankton community collected by WP2 net using vertical net tows in two stations in Nuup Kangerlua (GF10) and Ameralik (AM10) <br> File Description Station: Station name (AM10 or GF10) Date: Sampling date in YYYYMMDD format Depth: Depth of the net tow in meter (m) Net: Number of net as duplicate or triplicate nets are collected Latitude: Latitude in ° Longitude: Longitude in ° Species: Zooplankton species as identified by Arctic Agency Stage: Zooplankton stage as identified by Arctic Agency Total: Total amounts of species identified in sample L1: Length of individual measured in µm L2: Length of individual measured in µm L3: Length of individual measured in µm L4: Length of individual measured in µm L5: Length of individual measured in µm L6: Length of individual measured in µm L7: Length of individual measured in µm L8: Length of individual measured in µm L9: Length of individual measured in µm L10: Length of individual measured in µm Mean Length: Mean length of 10 individuals in µm Area net: Area of the WP2 net used in the study in m2 Abundance: Abundance of individuals measured in individuals per m3 Biomass: Biomass calculated using standard conversions in mg C per m3
DOI: 10.60893/figshare.jrse.28747610.v1
title: ESI Material

description: ESI Material - Online
DOI: 10.17632/2xg852nsh8
title: Pantoea stewartii subsp. stewartii an Inter-Laboratory Comparative Study of molecular tests and comparative genomes analysis of Italian strains.

description: Pantoea stewartii subsp. stewartii (Pss), is a quarantine pest originally from North America that has spread internationally through the trade of maize seeds. Control strategies include the use of resistant maize varieties, insecticide application, and reliable diagnostic methods. Accurate identification of Pss is particularly important to distinguish it from P. stewartii subsp. indologenes (Psi), a non-quarantine bacterium also associated with maize seeds. This study presents the results of interlaboratory comparisons assessing the performance of real-time PCR assays for the detection of Pss in seed samples. The assays were evaluated for diagnostic sensitivity (DSE), specificity (DSP), and accuracy (ACC). In addition, whole genome sequencing of Pss isolates from Italy was carried out to support molecular identification and improve knowledge of the genetic diversity of this pathogen. Genome sequences, gene annotations and protein sequences are reported in the repository.
DOI: 10.17632/wdfhnj2dy6
title: Lamentowicz, M., Marcisz, K., Guzowski, P., Gałka, M., Diaconu, A.C., Kołaczek, P. 2020. How Joannites’ economy eradicated primeval forest and created anthroecosystems in medieval Central Europe. Sci Rep 10:18775.

description: Site Description. Pawski Ług is an ombrotrophic Sphagnum-dominated peatland located in western Poland in the Łagów Lakeland (52°19′45″N, 15°16′30″E). The area is covered by morainic hills and a number of small glacial lakes. The peatland covers an area of 3.67 ha, and its vegetation is currently dominated by Sphagnum fallax, S. angustifolium, and other species typical for raised bogs: Drosera rotundifolia, Oxycoccus palustris, Eriophorum vaginatum, and Ledum palustre. The peatland is surrounded by the mixed forest mainly composed of Quercus, Fagus sylvatica, and Pinus sylvestris. Pawski Ług is protected as a nature reserve since 1970. The proxies analyses are: - Pollen - Plant macros - Testate amoebae - Macrocharcoal - Microcharcoal
DOI: 10.6084/m9.figshare.27233319.v1
title: data for psychological adaptation

description: The data obtained from Scopus and then based on the inclusion criteria unrelated data removed.
DOI: 10.6084/m9.figshare.28136828.v1
title: <b>Data file 1.</b> Assembly and annotation statistics of <i>Ralstonia syzygii</i><i> </i>subsp. <i>celebesensis</i> UGMITBRKI_24001

description: Data present the Assembly and annotation statistics of <i>Ralstonia syzygii</i><i> </i>subsp. <i>celebesensis</i> UGMITBRKI_24001