cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/frjdhe
title: Machine Learning Based Rapid Self-Assessment and Understanding of COVID-19 Disease Progression to Support Public Policy Decisions

description: Covid-19 is an unprecedented global pandemic. Policymaking in this highly uncertain, complex, and rapidly changing environment has been extremely challenging which led to multiple waves of the pandemic. In this study machine and especially deep learning-based models have been developed which facilitates the analysis of big online social media data and could measure the effects of Covid-19 on the mental health of the citizens. Policymakers could benefit by using the models and identifying the people's needs and taking action accordingly to avoid severe socio-economic damage.
description: Special Call for Research Projects COVID-19
DOI: 10.5683/sp3/lo10g4
title: Search strategy for Practice Context in Health Professions
title: Search history replication data for "The Definitions and Conceptualizations of the Practice Context in the Health Professions: A Scoping Review"

description: The notes field contains the full MEDLINE (Ovid) search strategy for practice context in health professions. The file in this dataset contains the full MEDLINE (Ovid), EMBASE (Ovid), and CINAHL (EBSCO) search strategies for workplace or organizational context or competencies in health professions. Search date: December 10, 2019
description: 1 organizational culture/ (16986)
2 health facility environment/ (4276)
3 (Context* or contextual).tw,kf. (452917)
4 ((organi?ation* or workplace or work or practice) adj2 (factor* or characteristics or culture* or climate* or environment* or determinant*)).tw,kf. (35255)
5 1 or 2 or 3 or 4 (501178)
6 Health Services Research/ (36097)
7 "Attitude of Health Personnel"/ (118376)
8 Health Personnel/ (39448)
9 Institutional Practice/ (1232)
10 ((health or health care or healthcare or practice or clinical) adj2 (provider* or organization* or service* or system* or setting* or personnel or professional* or model* or practitioner*)).tw,kf. (594023)
11 (((conceptual or organi?ation* or nursing or evaluation) adj2 (model* or framework* or approach*)) or concept analysis).tw,kf. (42330)
12 organizational models/ or theoretical models/ or psychological models/ or nursing models/ (220099)
13 6 or 7 or 8 or 9 or 10 or 11 or 12 (961157)
14 employee performance appraisal/ or work performance/ (5296)
15 ((employee or clinician or work or workplace or job or clinical or practice) adj3 (performance or competenc* or abilit*)).tw,kf. (36693)
16 (core competenc* or key competenc* or enabling competenc* or intrinsic role*).tw,kf. (3263)
17 (incompetence or malpractice).tw,kf. (17709)
18 exp Professional Competence/ (113397)
19 exp health knowledge, attitudes, practice/ (106738)
20 (employee or clinician or work or workplace or job or clinical or practice).tw,kf. (4644364)
21 exp Malpractice/ (31379)
22 18 and 20 (50746)
23 14 or 15 or 16 or 17 or 19 or 21 or 22 (230420)
24 5 and 13 and 23 (7334)
DOI: 10.5683/sp3/o0ihmv
title: Salt and heatwave effects on zooplankton communities data

description: These data were collected for a mesocosm experiment on interactive effects of salt and heatwave on freshwater zooplankton communities. The experiment was conducted at Queen’s University Biological Station (QUBS). Dataset includes zooplankton abundance and biomass data, water conductivity, dissolved oxygen, and temperature data.
DOI: 10.5683/sp3/vadxrc
title: Veterinarian perceptions on the care of surplus dairy calves

description: This study investigated the perspectives of Canadian cattle veterinarians on the care and management of surplus calves, as well as how they view their role in improving care. We conducted 10 focus groups with a total of 45 veterinarians from 8 provinces across Canada. Recorded audio files were transcribed, anonymized, and coded
using thematic analysis. We found that veterinarians approached surplus calf management issues from a wide lens, with 2 major themes emerging: (1) problematic aspects of surplus calf management, including colostrum management, transportation, and euthanasia, and suggested management and structural solutions, including ways to improve the economic value of these calves, and (2) the veterinarian’s role in advising dairy farmers on the care of surplus calves, including on technical issues, and more broadly working with farmers to better address public concerns.
DOI: 10.5683/sp3/gmbxeb
title: Heterosis counteracts hybrid breakdown to forestall speciation by parallel natural selection

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;In contrast to ecological speciation, where reproductive isolation evolves as a consequence of divergent natural selection, speciation by parallel natural selection has been less thoroughly studied. To test whether parallel evolution drives speciation, we leveraged the repeated evolution of benthic and limnetic ecotypes of threespine stickleback fish and estimated fitness for pure crosses and within-ecotype hybrids in semi-natural ponds and in laboratory aquaria. In ponds, we detected hybrid breakdown in both ecotypes but this was counterbalanced by heterosis and the strength of post-zygotic isolation was nil. In aquaria, we detected heterosis only in limnetic crosses and breakdown in neither ecotype, suggesting that hybrid incompatibilities are environment-dependent for both ecotypes and that heterosis is environment-dependent in benthic crosses. Heterosis and breakdown were 3× greater in limnetic crosses than in benthic crosses, contrasting the prediction that the fitness consequences of hybridization should be greater in crosses among more derived ecotypes. Consistent with a primary role for stochastic processes, patterns differed among crosses between populations from different lakes. Yet, we observed qualitatively similar patterns of heterosis and hybrid breakdown in benthic crosses and limnetic crosses when averaging the lake pairs, suggesting that the outcome of hybridization is repeatable in a general sense.&lt;/p&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;See readme files for full details.&lt;/p&gt;
description: &lt;b&gt;Usage notes&lt;/b&gt;&lt;br /&gt;&lt;p&gt;See readme files for full details.&lt;/p&gt;
description: <b>Dryad version number:</b> 8
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/cN3ICFf49AxuzHIce77BK-UKTx7O5H0wv7iYGwC99eQ
<b>Storage size:</b> 12622910
<b>Visibility:</b> public
DOI: 10.5683/sp3/huovo3
title: Replication Data for: SPLC2022-Towards a Cognitive Model of Feature Model Comprehension: An Exploratory Study using Eye-Tracking

description: This dataset includes a replication package for the paper accepted in SPLC 2022 conference.
Title: Towards a Cognitive Model of Feature Model Comprehension: An Exploratory Study using Eye-Tracking.
Authors: Elmira Rezaei Sepasi, Kambiz Nezami Balouchi, Julien Mercier, and Roberto Erick Lopez-Herrejon. 
Abstract:Feature models are pivotal components of Software Product Lines. Therefore, their correct comprehension is crucial for performing adequately all the tasks where they are involved. Despite their importance, to the best of our knowledge, no research has been done on feature model comprehension. As a first step to address this lack, our work contributes an empirical study of feature model comprehension in simple configuration validation tasks. We propose a first cognitive model for this type of tasks that we analyze by measuring eye gaze fixations on the different visual elements involved in the tasks.
Our results identified three main components of the cognitive model and their distribution in terms of the cognitive effort for performing these tasks. We argue that further research on feature model comprehension can inform language design and tool development to provide more suitable language structures, user interfaces and support for this kind of models.
DOI: 10.5683/sp3/ca2mjs
title: Meaning Making and Inflammatory Bowel Disease

description: Several theories propose that a health-related adversity threatens an individual’s worldviews, goals, and sense of purpose, which motivates them to search for meaning, and this process can lead to positive adjustment and personal growth. The purpose of our study was to (a) examine whether a health-related adversity motivated a search for meaning, (b) explore the ways individuals made sense of their health-related adversity, and (c) examine whether meaning making was related to acceptance, subjective well-being (positive affect, negative affect, satisfaction with life), and posttraumatic growth (PTG).
DOI: 10.5683/sp3/0uymwx
title: Sondage panel sur l'élection canadienne de 2008

description: Cette soumission contient les données d'un sondage panel réalisé par la firme CROP lors de l'élection canadienne de 2008 (en versions SPSS), le livre de codes et le questionnaire du sondage préélectoral. Sondage réalisé au Québec uniquement.
DOI: 10.5683/sp3/jujy2c
title: Supplementary Material for Lutek, Foster and Standen (2022 JEB) Behaviour and muscle activity across the aquatic-terrestrial transition in Polypterus senegalus

description: Supplementary code for statistics performed in Keegan Lutek, Kathleen L. Foster, Emily M. Standen; Behaviour and muscle activity across the aquatic-terrestrial transition in Polypterus senegalus. J Exp Biol 2022; jeb.243902. doi: https://doi.org/10.1242/jeb.243902. All files are located here and the readme.txt will guide you as to how to use the data and code to replicate the analysis.
DOI: 10.5683/sp3/64f7wr
title: Étude électorale québécoise 2014

description: Cette soumission contient le questionnaire, le rapport méthodologique et les données (en versions SPSS et Stata) de l'Étude électorale québécoise de 2014.
description: Études électorales québécoises
DOI: 10.5683/sp3/yai2co
title: Attachment insecurities, caregiver burden, and psychological distress among partners of patients with heart disease

description: The aim of the present investigation was to examine the links among attachment orientations, caregiver burden, and psychological distress in a cardiac context. Participants (181 caregivers) were asked to complete validated self-report questionnaires, including the Experiences in Close Relationships Scale-12, the Generalized Disorder Scale-7, and the Zarit Burden Interview-22. A socio-demographic questionnaire (age, sex, diagnosis, etc.) was also completed. All questionnaires were completed at one time (no follow-up). For this study, four mediation analyses were run using PROCESS macro for IBM SPSS to determine if caregivers' attachment orientation was indirectly related to psychological distress through its relationship with caregiver burden.
DOI: 10.5683/sp3/z4yrtp
title: Raw data summary for: Zebrafish parental progeny investment in response to cycling thermal stress and hypoxia: deposition of heat shock proteins but not cortisol

description: This dataset includes the raw summary data found in the tables and figures in Lim and Bernier (2022a) including body condition, fecundity, embryo viability, temperature, dissolved oxygen levels, glucocorticoid levels, gene expression, and protein expression data.
DOI: 10.5683/sp3/tjkga2
title: SPIN-HAND Feasibility Trial Results

description: The Scleroderma Patient-centered Intervention Network (SPIN) online hand exercise program (SPIN-HAND), is an online self-help program of hand exercises designed to improve hand function for people with scleroderma. The dataset contains quantitative outcome data of the SPIN-HAND feasibility trial, the objective of which was to evaluate aspects of feasibility for conducting a full-scale randomized controlled trial of the SPIN-HAND Program. Trial Registration: NCT03092024
DOI: 10.5683/sp3/6iueca
title: Methane flux estimates from continuous atmospheric measurements and surface-water observations in the northern Labrador Sea and Baffin Bay

description: Datasets were obtained from ship-based measurements in the northern Labrador Sea and Baffin Bay in Canada onboard the CCGS Amundsen.

The datasets are divided into:
1. Atmospheric measurements
2. Results from water sampling
3. Calculated sea-air fluxes

Please refer to the README file for explanation.
DOI: 10.5683/sp3/scb4jj
title: Toronto Historical Streetcar Routes (1861 - 1961)

description: Historical streetcar routes in Toronto from 1861 - 1961. This includes the route, the route name, the date the route started, the date the route ended, the type of service provided, service hours, notes on the route, a route ID, the decade a route started, the length of the route, the owner of the route, and the sector the route was in (public or private). Includes streetcars, radials, and the Belt Line railway.&lt;/p&gt;

Date of creation: 2015 - 2016 &lt;/p&gt;
Projection: NAD83 UTM Zone 17&lt;/p&gt;
Data type: Vector&lt;/p&gt;
description: ArcGIS Desktop
DOI: 10.5683/sp3/gdcu1c
title: Kootenai Brown Poplar Grove -- Cardston County -- Laser Scanning -- May 2022

description: This data set contains the two (2) scans of the Kootenai Brown Poplar Grove Cabin Site. The data was collected by the Capture2preserv team on the 27th May 2022 with the GeoSlam Zeb Horizon mobile laser scanner and the FireFly 8SE camera. The data was then processed in the GeoSlam Hub and Connect software.
description: GeoSlam Hub, 6.1
description: GeoSlam Connect, 2.0
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/slkgaj
title: Kootenai Brown Poplar Grove -- Cardston County -- Laser Scanning -- Metadata -- May 2022

description: This is the metadata for the Kootenai Brown Poplar Grove data set that contains two (2) scans. The data was collected by the Capture2preserv team on the 27th May 2022 with the GeoSlam Zeb Horizon mobile laser scanner and the FireFly 8SE camera. The data was then processed in the GeoSlam Hub and Connect software.
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/lh8obv
title: North America Extratropical Cyclone (NAEC) Catalogue

description: The NAEC catalogue comprises information on extratropical cyclone (ETC) tracks in North America (20–80 N and 180-0W) from January 1979 to December 2020. The source data used to produce this dataset is obtained from the ECMWF ERA5 reanalysis at 1-hour spatial resolution and 0.25x0.25 degree spatial resolution. In addition to the location, time, and intensity, this dataset also includes ETC-associated impact variables such as the near-surface wind speed, wind gust, and precipitation, averaged using different radii around the ETC center. Both absolute and relative (to the local climatology) measures are provided. This catalogue provides useful information for the assessment of ETC-induced impacts over North America.
description: This dataset (produced by the research team of Alejandro Di Luca) is licensed under a CC BY 4.0 license. The source data we used to produce this dataset is the European Centre for Medium-Range Weather Forecasts (ECMWF) ERA5 hourly reanalysis at a spatial resolution of 0.25×0.25 degree. The ECMWF ERA5 reanalysis data (published under a CC BY 4.0 license) is available through the Climate Data Store infrastructure: https://cds.climate.copernicus.eu.
DOI: 10.15468/dl.gtxndq
title: Occurrence Download

description: A dataset containing 97112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lanius minor",
 "HasCoordinate is true"
 ]
}

 The dataset includes 97112 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046553-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/cenkwt
title: White birch under elevated CO2 and warmer temperature

description: White birch under elevated CO2 and warmer temperature
DOI: 10.5683/sp3/9wyixk
title: Multiple propane gas burns rate method to determine accuracy and linearity of indirect calorimetry systems: An experimental assessment of a method

description: This technical report aimed to assess the accuracy and linearity of three indirect calorimetry systems using our in-house built validation procedure. A series of trials at different propane burn rates (PBR) (i.e., 200, 300, 400, 500, and 600 mL/min) were run on three different indirect calorimetry systems. The experimental values for V̇O2 and V̇CO2 measured on the three IC systems were compared to theoretical stoichiometry values.
description: Igor, 6
DOI: 10.5683/sp3/osybef
title: Replication Data and Code for: Globalization, Recruitments, and Job Mobility

description: The data and programs replicate tables and figures from "Globalization, Recruitments, and Job Mobility", by Davidson, Heyman, Matusz, Sjöholm, and Zhu. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/v0i0w1
title: Forum - Archaeological Site (Ancona)

description: This is a dataset of information acquired of a historic Site in the Province of Ancoa (Italy), between the Carleton Immersive Media Studio (CIMS)(Carleton University) and the Dipartimento di Ingegneria Civile, Edile e dell’Architettura (Università Politecnica delle Marche) for training purposes. This material can not be used for commercial purposes or use in any form without the permission of Dr. Mario Santana, the authors, and site custodians. The site access was provided Soprintendenza Archeologia Belle Arti e Paesaggio delle Marche - Sezione Archeologia. The data includes aerial images and 3D Scanning of the archaeological site of the Forum, images of the west elevation of the Soprintendenza building, and the east elevation of the Museo Archeologico Nazionale delle MarcheAlso a panoramic aerial image and some images of the people conducting the work have been included.
DOI: 10.5683/sp3/4v8rfq
title: Datasets of Cytokine Receptors Human on-target siRNA library screen

description: Datasets of all the 319 targets from the Cytokine Receptors Human on-target siRNA library screen on MDDC-to-SupT1 cells monitored through HIV-1 p24+ staining
DOI: 10.5683/sp3/blppaf
title: Data for: Interactive effects of biochar and N-fixing companion plants on growth and physiology of Acer saccharinum

description: This is a file for data for Sifton M.A. et al, 2022, Interactive effects of biochar and N-fixing companion plants on growth and physiology of Acer saccharinum in the journal Urban Forestry & Urban Greening
DOI: 10.5683/sp3/brj6xu
title: RPAS based 3D reconstruction of the eastern sector of the Poas volcano crater, Costa Rica

description: Dataset includes a point cloud and 3D solid model (generated from Structure from Motion - MultiView Stereo) of the eastern sector of the Poas volcano crater, Costa Rica. See ReadMe for specifications of each dataset.
description: DJI Terra, 3.4.4
description: Please contact margaret.kalacska (at) mcgill.ca for download information.
DOI: 10.7910/dvn/ym4yki
title: Geography of Grievance: Migration, Memory, Discrimination, and Political Identity in South Korea

description: Regional identity remains a powerful force in South Korean political behavior, even among internal migrants. This study investigates how individuals from Jeolla Province, a historically marginalized region, respond to perceived discrimination after relocating to the Seoul Metropolitan Area. Drawing on original survey data, the analysis finds that Jeolla-origin migrants who report discrimination are significantly more likely to support the Democratic Party and less likely to disengage politically, relative to Gyeongsang-origin individuals, whose region has historically been favored by the state. These divergent responses suggest that political behavior is shaped not only by current experiences but by how inequality is interpreted through the lens of regional memory. By situating the Korean case within broader comparative frameworks, this study contributes to theories of identity politics, demonstrating how migration and perceived exclusion sustain partisan alignment beyond geographic origin.
DOI: 10.5683/sp3/cekyxv
title: Replication Data for: Dyson et al. 2022 Multiscale nest-site selection of ducks in the western boreal forest of Alberta

description: Data to reproduce analysis from Dyson et al. 2022 published in Ecology and Evolution
DOI: 10.5683/sp3/fnau9l
title: Long-term Rocky Tidal Community Data from Discovery Bay, Jamaica

description: The rocky supratidal zone is home to a wide diversity of life. Understanding how individual species persist, the interactions between species in a community, and how the abiotic environment can shape these interactions requires detailed study. Over nearly three decades, Professor Jurek Kolasa and his research team have monitored meta-community dynamics in some 50 rock (supratidal) pools along the shores of Jamaica, collecting abundance information for 78 rock pool species, as well a abiotic measurements (temperature, salinity, pH, chlorophyll, dissolved oxygen, depth, volume). These data represent one of the most intensive meta-community monitoring projects ever conducted, making them of consider valuable to our understanding of tropical coastal community dynamics.
DOI: 10.5683/sp3/dcugtw
title: Amphibian detections via eDNA and conventional methods in southern Ontario wetlands

description: MSc research data; raw and managed data for amphibian detections via Visual Encounter Surveys, Larval Dipnet Surveys, Breeding Call Surveys, and qPCR-amplified eDNA samples. Data collected in southern Ontario in 2016. Species-specific synthetic oligonucleotide controls for qPCR are also included.
DOI: 10.5683/sp3/ncgszu
title: Sondage panel sur l'élection canadienne de 2011

description: Cette soumission contient les données d'un sondage panel réalisé par la firme CROP lors de l'élection canadienne de 2011 (en versions SPSS), le livre de codes et le questionnaire du sondage postélectoral. Sondage réalisé au Québec uniquement.
DOI: 10.5683/sp3/6ab0ji
title: Seasonal and Spatial Depth Profiles of Dissolved Copper Speciation in the Strait of Georgia

description: This dataset contains high-resolution seasonal and spatial depth profiles of dissolved copper (dCu) speciation parameters in seawater samples collected from the Strait of Georgia, between September 2017 to August 2018.
DOI: 10.5683/sp3/0xtjtr
title: Sponge

description: Radiographs contain only sponges as the retained foreign objects. Sponges mainly occur in areas within close proximity to the chest, abdomen, and iliac.
DOI: 10.5683/sp3/reepyj
title: Lipopolysaccharide induced bone loss in rodent models: a systematic review and meta-analysis

description: The study objective was to assess if systemic administration of LPS induces inflammatory bone loss in rodent models. MEDLINE, Embase, CINAHL Complete, ProQuest Dissertations and Theses Global, and Web of Science databases were searched for relevant studies and data was extracted. Animal and study characteristics along with bone outcomes from the following methods were included, calipers/measuring tape, dual energy X-ray absorptiometry, micro-computed tomography (μCT), mechanical strength testing, histology, dynamic bone histomorphometry, specific bone cell staining, blood biomarkers related to bone formation or resorption.