cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ykc29z
title: Comparison of Humoral and Cellular Immune Responses in SARS-CoV-2 Vector Vaccine, Mix-and-match Vaccine, and mRNA Vaccines

description: effect of age, gender, and vaccine factors for the humoral and cellular immune responses after vaccination of vector (ChAdOx1 nCoV-19), mix-and-match (1st, ChAdOx1 nCoV-19; 2nd, BNT162b2), and mRNA vaccines.
DOI: 10.7910/dvn/94kwch
title: Replication data for: The Motion to Recommit in the U.S. House of Representatives

description: The motion to recommit (MTR), a procedure sometimes used in the House, is the
subject of recent debate, regarding whether the motion undermines the majority party’s ability to manipulate outcomes in the House (Krehbiel and Meirowitz 2002; Kiewiet and Roust chapter 20; Wolfensberger 2003; Roberts 2004). Most works in this debate suggest at least implicitly that the ability to use the motion confers some advantage on the minority party that it would not otherwise enjoy. Some of these works treat MTR’s primarily as dependent variables whose use is to be explained (Wolfe
nsberger 1991, 2003; Roberts 2004). Consequently, they are heavy on analysis of the minority’s ability to offer (successful) recommital motions; for the most part, however, they imply that the ability to offer MTR’s benefits the minority party, without spelling out the nature of the benefit. Krehbiel and Meirowitz (2003) are an exception, arguing explicitly that the benefit that the minority party gains via MTR’s is the ability to exert significant influence upon the shape of legislative d
ecisions.&lt;br /&gt;&lt;br /&gt; To the extent that these studies of the motion’s significance find that it weakens the majority party, they rely largely on theoretical arguments and anecdotal evidence to back up their claims. We examine various data in a more rigorous empirical evaluation than has heretofore been conducted of hypotheses following from the view that the MTR empowers the minority party to affect policy.1 We show that these predictions are at sharp odds with observed behavior, suggestin
g that the MTR does not undermine the majority party as has been argued.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/mihrji
title: Replication Data for: The next trans-Atlantic frontier: examining the impact of language choice on support for transgender policies in the UK and US

description: This dataset includes survey data from two original, simultaneously administered survey experiments on public attitudes toward transgender-related policies in the US and UK
DOI: 10.7910/dvn/muyfh1
title: Replication Data for: Electoral Fraud or Violence: The Effect of Observers on Party Manipulation Strategies

description: We study the effects of domestic election observers on electoral fraud and violence. With an experimental research design and polling station data on fraud and violence during Ghana’s 2012 elections, we show that observers reduce fraud and violence at polling stations to which they were deployed. We also argue that local electoral competition shapes party activists’ response to observers. In single-party dominant areas, we expect parties to use their local political networks to relocate fraud to polling stations without an election observer. In contrast, we expect party activists to relocate violence to stations without observers in competitive areas — a response that requires less local organizational capacity. The results are consistent with these expectations, highlighting how local party organization and electoral incentives shape the manipulative electoral strategies employed by parties in democratic elections.
DOI: 10.7910/dvn/nthql4
title: Oxidative stress Zambia

description: This is anonymised data set used to write the article
DOI: 10.7910/dvn/8l9kso
title: Wright Files I-Z Edited; Docketed Case: 23262
DOI: 10.15468/dl.eydeya
title: Occurrence Download

description: A dataset containing 913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Oyedaea DC."
 ]
}

 The dataset includes 913 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008967-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8apbpn
title: Occurrence Download

description: A dataset containing 561193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio vulgaris L."
 ]
}

 The dataset includes 561193 records from 3163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009365-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/syfupl
title: Replication Data for: "Patterns and temporal trends in canine breakage and scarring in Western Hudson Bay polar bears (Ursus maritimus)"

description: Replication data for our article "Patterns and temporal trends in canine breakage and scarring in Western Hudson Bay polar bears (Ursus maritimus)" by Tremblay SS, McGeachy D, Lunn NJ, Richardson ES, and Derocher AE. Study focuses on understanding intraspecific injury patterns in polar bears, specifically canine breakage and scarring. Study is located in the western Hudson Bay, which is in northeastern Manitoba, northwestern Ontario, and southern Nunavut, Canada. We assessed age- and sex-specific occurrences of canine breakage and scarring in 3493 individuals between 1981-2023 using non-parametric statistical analyses and linear mixed effect models.
description: RStudio, Version 2023.12.0+369
description: Excel, Version 16.89.1
DOI: 10.5683/sp3/ek7y7y
title: Assessing the impact of climate change and a water management program on white sturgeon physiology in Nechako River, British Columbia

description: Climate change is impacting river ecosystems, underlining the need for water management strategies to protect native species within these ecosystems. Here, we evaluate the impact of climate change and water management on the physiology of white sturgeon (Acipenser transmontanus) in the Nechako River, British Columbia (Canada). Using the CEQUEAU hydrological-thermal model, we simulated daily water temperatures from 1980 to 2099 under two climate scenarios (SSP2-4.5 and SSP5-8.5). We assessed thermal exposure risk (Te) for different developmental stages of white sturgeon, focusing on the warmest six-month period. Our findings show that embryos and yolk-sac larvae exhibit resilience, with Te values consistently below 1 under both scenarios, signifying low thermal stress. In contrast, feeding larvae and juveniles experience elevated Te values, indicating significant future thermal stress. For feeding larvae, Te values exceeded 1 under both scenarios, reaching up to 1.5 by the mid-century (2050s) and up to 1.8 by the end of the century (2090s) under SSP5-8.5. Juvenile white sturgeon also faced increased thermal risks, with Te values rising above 1 during July and August, reaching 1.4 and 1.8 by the 2050s and 1.8 and 2.0 by the 2090s under SSP5-8.5, compared to the 1980s. These results underscore the need to evaluate the existing water management program to better accommodate the projected changes in thermal conditions associated with climate change. Additionally, regulated river discharge, which can both increase and decrease downstream temperatures, offers a strategic opportunity to mitigate some climate impacts through strategic dam discharge management.
DOI: 10.5683/sp3/2kphbz
title: Effect of AI system data modality on user trust

description: The dataset comprises responses from optometrists who participated in a trust questionnaire. The questionnaire was designed to assess their perceptions and levels of trust when collaborating with two different types of AI systems—unimodal and multimodal—in the context of glaucoma diagnosis.

The unimodal AI system relied solely on a single type of data, such as Fundus imaging, to provide diagnostic assistance, while the multimodal AI system utilized a combination of multiple data sources, potentially including Fundus imaging, patient history, and other diagnostic tests, to offer a more comprehensive analysis.

The questionnaire gathered responses on several dimensions related to trust, including the optometrists' confidence in the AI systems’ input data, the accuracy of the AI-generated outputs, the explainability of the system’s recommendations, and the overall system quality. The optometrists were asked to evaluate both the unimodal and multimodal AI systems based on these criteria, providing insights into how different modalities of AI systems influence their trust, reliance, and decision-making during glaucoma diagnosis. The data collected offers valuable information for understanding AI technology in clinical practice.
description: Excel, 16.78
description: JASP, 0.19.1
DOI: 10.5683/sp3/4pxewi
title: Supporting data for the University of Ottawa Undergraduate Students Textbook Affordability Survey/Données connexes de l’Enquête sur l’accessibilité des manuels scolaires – Université d’Ottawa, 1er cycle

description: La Bibliothèque de l'Université d'Ottawa a mené une enquête sur l'accessibilité des manuels scolaires auprès des étudiantes et étudiants de premier cycle à l'Université d'Ottawa afin de recueillir des renseignements sur les dépenses liées aux manuels et leur impact sur la population étudiante. Au total, 1 687 personnes ont répondu à des questions sur les montants dépensés, les décisions d'achat et les aternatives aux manuels. Le sondage a été administré exclusivement aux étudiantes et étudiants de premier cycle en février 2023 par l'intermédiaire du Syndicat étudiant de l'Université d'Ottawa (SÉUO) à l'aide de Microsoft Forms. Les résultats ont été téléchargés sous forme d'un tableau Excel et les réponses aux trois questions ouvertes ont été codées. Des statistiques descriptives ont été générées à l'aide d'Excel. L'ensemble de données contient les données originales avec le codage, une copie de conversation, les questions d'enquête, les catégories de codage pour les trois questions ouvertes et ce fichier README. 
&lt;br&gt;&lt;/br&gt;
The University of Ottawa Library conducted the "University of Ottawa Undergraduate Students Textbook Affordability Survey" to gather information on textbook expenses and their impact on students. A total of 1,687 respondents answered questions about amounts spent, decisions around purchases, and alternatives to textbooks. The survey was administered exclusively to undergraduate students in February 2023 through the University of Ottawa Students' Union (UOSU) using Microsoft Forms. Results were downloaded as an Excel spreadsheet and answers to three open questions were coded. Descriptive statistics were generated using Excel. The dataset contains the original data with coding, a preservation copy, survey questions, coding categories for three open questions, and this README file.
DOI: 10.5683/sp3/4vpaie
title: General Social Survey, 2018 [Canada]: Cycle 32, Caregiving and Care Receiving
title: Caregiving and Care Receiving
title: GSS 26; Enquête sociale générale, 2018 [Canada]: Cycle 32, Les soins donnés et reçus

description: The General Social Survey on Caregiving and Care Receiving collects information on Canadians who receive help or care because of a long-term health condition, a disability or problems related to aging, and those who provide help or care to family members or friends with these types of conditions.
description: The objectives of the guide are to provide context and background information, to familiarize users with the content of the survey, and to describe procedures and concepts related to collection, estimation, processing and methodology.
description: Migration from Nesstar
DOI: 10.5683/sp3/4008d0
title: GTA Bike Surveys - Summer 2023 - Uncalibrated Data

description: These are the synchronized data from the University of Toronto LGR multigas analyser and Airmar weather station while transported in a bike cargo trailer. These measurements were taken throughout the GTA during summer 2023.
DOI: 10.5683/sp3/mclydb
title: Regionalized Life Cycle Impact Assessment datasets for Nunavik, Canada and World resolutions

description: These files can be used to import Life Cycle Impact Assessment datasets in Brightway and SimaPro.

The datasets contain the characterization factors for eleven regionalized midpoint impact categories, modelled based on the Impact World+ methodology.

The midpoint impact categories are : freshwater acidification, freshwater ecotoxicity, freshwater eutrophication, human toxicity cancer, human toxicity non cancer, land occupation, land transformation, marine eutrophication, particulate matter formation, terrestrial acidification and water scarcity.

Each file will create a method containing the characterization factors necessary to determine environmental impacts for the eleven impact categories at a single resolution.

impact_world_plus_Nunavik is for the region of Nunavik, the region of Québec, Canada, situated above the 55th parallel.

impact_world_plus_Canada is for Canada or the corresponding sub-continental area depending on the reference characterization model.

impact_world_plus_World is for the world average.

Brightway packages are only compatible with the Ecoinvent 3.8 biosphere flows.
DOI: 10.5683/sp3/dbisub
title: Smart Discharges Uganda Under 5: Phase II clinical data of children 0-6 months - pulse oximetry

description: This data is a subset of the Smart Discharges Uganda Under 5 years parent study and is specific to the Phase II interventional cohort of children aged 0-6 months containing &lt;strong&gt;pulse oximetry&lt;/strong&gt; data. &lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Background:&lt;/strong&gt; Substantial mortality occurs after hospital discharge in children under 5 years old with suspected sepsis. This study aimed to refine and externally validate a previously developed post-discharge mortality prediction model.&lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Methods:&lt;/strong&gt; In this prospective observational cohort study, we recruited 0-6-month-old children admitted with suspected sepsis from the community to the paediatric wards of six Ugandan hospitals. The primary outcome was six-month post-discharge mortality among those discharged alive. &lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Data Collection Methods:&lt;/strong&gt; All data were collected at the point of care using encrypted study tablets and these data were then uploaded to a Research Electronic Data Capture (REDCap) database hosted at the BC Children’s Hospital Research Institute (Vancouver, Canada). At admission, trained study nurses systematically collected data on clinical, social and demographic variables. Following discharge, field officers contacted caregivers at 2 and 4 months by phone, and in-person at 6 months, to determine vital status, post-discharge health-seeking, and readmission details. Verbal autopsies were conducted for children who had died following discharge.&lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Ethics Declaration:&lt;/strong&gt; This study was approved by the Mbarara University of Science and Technology Research Ethics Committee (No. 15/10-16), the Uganda National Institute of Science and Technology (HS 2207), and the University of British Columbia / Children & Women’s Health Centre of British Columbia Research Ethics Board (H16-02679). This manuscript adheres to the guidelines for STrengthening the Reporting of OBservational studies in Epidemiology (STROBE).
description: &lt;br /&gt;&lt;strong&gt;NOTE for restricted files:&lt;/strong&gt; If you are not yet a CoLab member, please complete our &lt;a href = "https://rc.bcchr.ca/redcap/surveys/?s=EDCYL7AC79"&gt;membership application survey&lt;/a&gt; to gain access to restricted files within 2 business days.
&lt;br /&gt;Some files may remain restricted to CoLab members. These files are deemed more sensitive by the file owner and are meant to be shared on a case-by-case basis. Please contact the CoLab coordinator at &lt;a href = mailto:sepsiscolab@bccchr.ca&gt;sepsiscolab@bcchr.ca&lt;/a&gt; or visit our &lt;a href = "https://wfpiccs.org/pediatric-sepsis-colab/"&gt;website&lt;/a&gt;.
DOI: 10.5683/sp3/ifmgqa
title: Smart Discharges Uganda Under 5: Phase II clinical data of children 6-60 months - pulse oximetry

description: This data is a subset of the Smart Discharges Uganda Under 5 years parent study and is specific to the Phase II interventional cohort of children aged 6-60 months containing &lt;strong&gt;pulse oximetry&lt;/strong&gt; data. &lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Background:&lt;/strong&gt; Substantial mortality occurs after hospital discharge in children under 5 years old with suspected sepsis. This study aimed to refine and externally validate a previously developed post-discharge mortality prediction model.&lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Methods:&lt;/strong&gt; In this prospective observational cohort study, we recruited 0-6-month-old children admitted with suspected sepsis from the community to the paediatric wards of six Ugandan hospitals. The primary outcome was six-month post-discharge mortality among those discharged alive. &lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Data Collection Methods:&lt;/strong&gt; All data were collected at the point of care using encrypted study tablets and these data were then uploaded to a Research Electronic Data Capture (REDCap) database hosted at the BC Children’s Hospital Research Institute (Vancouver, Canada). At admission, trained study nurses systematically collected data on clinical, social and demographic variables. Following discharge, field officers contacted caregivers at 2 and 4 months by phone, and in-person at 6 months, to determine vital status, post-discharge health-seeking, and readmission details. Verbal autopsies were conducted for children who had died following discharge.&lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Ethics Declaration:&lt;/strong&gt; This study was approved by the Mbarara University of Science and Technology Research Ethics Committee (No. 15/10-16), the Uganda National Institute of Science and Technology (HS 2207), and the University of British Columbia / Children & Women’s Health Centre of British Columbia Research Ethics Board (H16-02679). This manuscript adheres to the guidelines for STrengthening the Reporting of OBservational studies in Epidemiology (STROBE).
description: &lt;br /&gt;&lt;strong&gt;NOTE for restricted files:&lt;/strong&gt; If you are not yet a CoLab member, please complete our &lt;a href = "https://rc.bcchr.ca/redcap/surveys/?s=EDCYL7AC79"&gt;membership application survey&lt;/a&gt; to gain access to restricted files within 2 business days.
&lt;br /&gt;Some files may remain restricted to CoLab members. These files are deemed more sensitive by the file owner and are meant to be shared on a case-by-case basis. Please contact the CoLab coordinator at &lt;a href = mailto:sepsiscolab@bccchr.ca&gt;sepsiscolab@bcchr.ca&lt;/a&gt; or visit our &lt;a href = "https://wfpiccs.org/pediatric-sepsis-colab/"&gt;website&lt;/a&gt;.
DOI: 10.25934/pr00002251.0
title: Data Package for study.

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.5683/sp3/ceyu10
title: MountainScape Segmentation Dataset

description: This dataset contains the MountainScape Segmentation Dataset (MS2D), a collection of oblique mountain images from the &lt;a href = "https://mountainlegacy.ca/"&gt;Mountain Legacy Project&lt;/a&gt; and corresponding manually annotated land cover masks. The dataset is split into 144 historic grayscale images collected by early phototopographic surveyors and 140 modern repeat images captured by the Mountain Legacy Project. The image resolutions range from 16 to 80 megapixels and the corresponding masks are RGB images with 8 landcover classes. The image dataset was used to train and test the &lt;a href = "https://github.com/MLP-Hub/pylc_mlp"&gt;Python Landscape Classifier (PyLC)&lt;/a&gt;, a trainable segmentation network and land cover classification tool for oblique landscape photography. The dataset also contains PyTorch models trained with PyLC using the collection of images and masks.
DOI: 10.5683/sp3/k5l9pg
title: Clarifying the phylogenetic placement of the Eupoinae Maddison, 2015 with ultra-conserved element data (Araneae, Salticidae)

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;The subfamily Eupoinae Maddison, 2015 is an enigmatic group of minute leaf-litter dwelling jumping spiders from Southeast Asia. Although previous molecular phylogenetic studies have suggested that it is one of the basal (non-salticine) lineages within jumping spiders, its exact placement remains unclear. In this study, ultra-conserved element data were collected from major salticid lineages to investigate the phylogenetic relationships of all salticid subfamilies, with a special focus on the placement of the Eupoinae. The results provide a well-supported phylogeny for jumping spider subfamilies, and suggest a sister relationship of Eupoinae with Spartaeinae Wanless, 1984, a basal lineage of jumping spiders with relatively high diversity of species, morphology, and behaviour diversity. With the placement of the Eupoinae, we have resolved the relationships of all salticid subfamilies, supplying a robust framework for evolutionary studies of jumping spiders.&lt;/p&gt;
description: <b>Dryad version number:</b> 3
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/stash/dataset/doi:10.5061/dryad.z08kprrph
<b>Storage size:</b> 1487577422
<b>Visibility:</b> public
DOI: 10.5683/sp3/wuyagu
title: The Brain & Body Study - complete raw dataset
title: The Brain & Body Study

description: This repository contains the complete raw data files collected for Paleczny & Wild et al. 2025: Characterizing the Cognitive and Mental Health Benefits of Exercise and Video Game Playing.
&lt;br&gt;&lt;br&gt;
&lt;h3&gt;Files&lt;/h3&gt;
&lt;br&gt;
1. &lt;b&gt;brainbodystudy-preprocessed-data-final.csv&lt;/b&gt; - The final preprocessed dataset that joins all the individual questionnaires together, along with scoring, filterting etc. If you want to start playing with the data as described in the paper, then you can just use this file instead of using all the raw files below.
&lt;br&gt;
2. &lt;b&gt;BBDemographic_Survey_June_19_2024_11_17.csv.bz&lt;/b&gt; - Contains the Qualtrics export of the demographics and health questionnaire (includes PHQ-2 and GAD-2).
&lt;br&gt;
3. &lt;b&gt;brainbodystudy-cogs.csv.bz2&lt;/b&gt; - Preprocessed Creyos data, where score features have been extracted. One row per assessment.
&lt;br&gt;
4. &lt;b&gt;PAAQ_June_19_2024_08_20.csv.bz2&lt;/b&gt; - Raw Qualtrics export of PAAQ (ref) questionnaire data.
&lt;br&gt;
5. &lt;b&gt;VGQ_June_19_2024_08_22.csv.bz2&lt;/b&gt; - Raw Qualtrics export of VGQ (ref) questionnaire data.
&lt;br&gt;
DOI: 10.5683/sp3/wlex7r
title: Onslow Realignment Zone - Field Data and Model Input Files

description: The files in this dataset relate to the field data and model input files presented in the Journal of Hydrology paper "Saline sediment deposition in estuarine floodplains exacerbates vertical saltwater intrusion" by Tackley et al. (2025). Model processed using ModelMuse V5 software (.gpt file). Model source code files uploaded as .f files in dataset.