cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/swksrf
title: Data used in the manuscript of "Wind and river effects on a coastal current in Chatham Sound, British Columbia"

description: Analytical data in support of the manuscript "Wind and river effects on a coastal current in Chatham Sound, British Columbia", which is submitted to Journal of Geophysical Research: Oceans. One could use the data to generate any figure in the manuscript. (2024-1-26)
DOI: 10.5683/sp3/jc87e4
title: Influence of free-floating plant species richness and composition on water quality improvement

description: Results from a wetland mesocosm experiment conducted to evaluate the effect of floating plant species richness and composition on water quality improvement.
description: The dataverse includes a PDF ReadMe file, where all the information about the data files are presented, a csv file on the water quality data ("Pollutant_removal.csv") and a csv plant biomass file (Biomass.csv) that presents the total dry weight of the plants in each mesocosm at the end of the experiment.
DOI: 10.5683/sp3/ywkckv
title: Regional differences of nutritional feeding strategies of the partially mixed ration (PMR) and the concentrate offered at the automated milking system (AMS) as determined from feed sampled when each farm was visited (mean ± SE)

description: This data set summarizes the nutrient composition of the partially mixed ration and automated milking system concentrates feed both nationally and regionally.
description: SAS, 9.4
DOI: 10.5683/sp3/gtpbl8
title: Case Related User Details (CRUD)

description: Several projects have requested that we help authors to create context-specific documents to accompany the cases that are to be loaded into their repositories. https://openlabyrinth.ca/instructor-guides-for-cases/ We have encountered this with the following projects so far: TIDE/Norlien, WAVES, DynIA, SHARC-FM and Virtu-WIL. 

It would be good if we could come up with a way to generate case-specific instructore guides. This would also help with things like the metadata for cases stored in OERs. Maybe this should be part of the OPENERS and PORTERS services. See OLab extensions, plugins and external services.docx (sharepoint.com) and olabrats. https://olabrats.atlassian.net/browse/REP-23
DOI: 10.5683/sp3/jui3lf
title: Enquête canadienne sur le revenu, 2021
title: Canadian Income Survey, 2015
title: ECR 2021

description: &lt;p&gt;Les données sur le revenu sont grandement utilisées par les chercheurs pour mieux comprendre le bien-être économique des Canadiens. Afin de répondre aux besoins de ces utilisateurs, Statistique Canada a 
produit de nombreux fichiers de microdonnées à grande diffusion (FMGD). Les FMGD de l’Enquête sur les finances des consommateurs (EFC) ont été produits jusqu’à l’année de référence 1997. Par la suite, les FMGD de l’Enquête sur la dynamique du travail et du revenu (EDTR) ont été produits pour les années 
de référence 1996 à 2011.&lt;/p&gt;
&lt;p&gt;L'Enquête canadienne sur le revenu (ECR) a été mise en place à partir de l’année de référence 2012. L’ECR est une enquête transversale ayant pour but de dresser un portrait du revenu et des sources de revenu des Canadiens, selon leurs caractéristiques personnelles et celles de leur ménage. Il s'agit d'un court questionnaire administré à un sous-échantillon de répondants à l'Enquête sur la population active (EPA). Dans le cadre de l'enquête, on recueille de l'information sur l'activité sur le marché du travail, la fréquentation scolaire, les paiements de pension alimentaire, les frais de garde d'enfants, les transferts entre ménages, le revenu personnel, la sécurité alimentaire et les caractéristiques et les coûts du logement. À ce contenu s'ajoutent des renseignements tirés de l'EPA sur les caractéristiques personnelles et familiales (p. ex., âge, niveau de scolarité, type de famille). Des données fiscales sur le revenu et les sources de revenu sont également combinées aux données d'enquête (Statistique Canada, 2022).&lt;/p&gt;
&lt;p&gt;Le FMGD de l’ECR est un fichier de microdonnées anonyme contenant seulement un sous-ensemble des variables comprises dans le fichier maître de l’ECR. Différentes techniques ont été utilisées afin de s’assurer que les répondants à l’ECR ne puissent être identifiés.&lt;/p&gt;
description: Enquête canadienne sur le revenu
DOI: 10.5683/sp3/s7gjgw
title: JSS An Empirical Eye-Tracker Study of Visualization Techniques for Coverage of Combinatorial Interaction Testing in Software Product Lines

description: Software Product Lines (SPLs) typically provide a large number of configurations to cater to a set of diverse requirements of specific markets. This large number of configurations renders unfeasible to test them all individually. Instead, Combinatorial Interaction Testing (CIT) compute a representative sample according to criteria of the interactions of feature in the configurations. We performed an empirical study using task performance an eye-tracker technologies to analyze the effectiveness of two visualization techniques at conveying the test coverage of ten case studies of varying complexity. Our evaluation considered accuracy, execution time, metacognitive monitoring, and visual attention. The study revealed clear advantages of a visualization technique over the other in three evaluation aspects, with a reverse effect depending on the strength of the coverage and distinct areas of visual attention.
DOI: 10.5683/sp3/xygoig
title: Replication Data for: Early pain experiences in dairy calves on pain sensitivity later in life

description: In humans, early painful experiences can increase pain sensitivity later in life, but little is known regarding this phenomenon in cattle. This study assessed if a painful event early in life affects later pain sensitivity in 40-d-old calves. Holstein calves (n = 26) were randomly assigned to control or treatment conditions, blocked within sex and birth weight. At 9.5 ± 1.8 d old, treatment calves had 1 horn bud disbudded using caustic paste, whereas control calves had 1 horn sham disbudded; in both cases, multimodal pain control was provided. All calves had the contralateral horn bud disbudded using a hot iron 4 wk later, again with multimodal pain control. Mechani-
cal nociceptive responses were assessed weekly using an algometer applied adjacent to both horn buds and on the rump, beginning 3 d before the first disbudding and ending 30 d after the second disbudding. Following the second disbudding, both groups of calves showed evidence of increased sensitivity (i.e., algometer pressure declined 3.69 ± 0.60 √N to 2.13 ± 0.70 √N) on the contralateral bud, but there was no difference between the control group and the treatment groups. An interaction between treatment and time, likely driven by treatment differences, was found on the rump when tested 5 h after the second disbudding event. These responses are not consistent with the hypothesis that an early pain experience results in increased sensitivity to later painful experiences.
DOI: 10.5683/sp3/pzbej3
title: Dataset for Patterns of parent-absent begging in European Starling (Sturnus vulgaris) nestlings

description: Dataset for our manuscript.
DOI: 10.5683/sp3/3nqfps
title: Raw data for publication in Scientific Reports titled: "Maternal gastrointestinal nematode infection alters hippocampal neuroimmunity, promotes synaptic plasticity, and improves resistance to direct infection in offspring"

description: We assessed the influence of maternal Heligmosomoides bakeri infection during pregnancy and lactation on hippocampal gene expression, long-term potentiation and neuroimmunity, and resistance to direct infection in offspring. Outbred CD-1 mice were repeatedly infected with H. bakeri (i.e. Treatment) or sham-infected (i.e. Control) during pregnancy and lactation. Juvenile offspring in litters from 18 uninfected and 20 H. bakeri infected dams were used. The manuscript, titled "Maternal gastrointestinal nematode infection alters hippocampal neuroimmunity, promotes synaptic plasticity, and improves resistance to direct infection in offspring" has been accepted by Scientific Reports on 29 April 2024. Authors: Sophia C. Noel, Jeanne F. Madranges, Jean-David M. Gothié, Jessica Ewald, Austen J. Milnerwood, Timothy E. Kennedy and Marilyn E. Scott. The dataset attached here is the raw data for the Long-term potentiation, Resistance and Neuroimmune study listed in this paper.
DOI: 10.5683/sp3/jwtt7t
title: Open data webinar: Revolutionizing clinical research - Exploring open data initiatives for innovation and impact

description: "Revolutionizing clinical research: Exploring open data initiatives for innovation and impact" an open data webinar hosted by the Pediatric Sepsis Data CoLaboratory.&lt;br /&gt;

&lt;br /&gt;Given how pervasive (and complex) Artificial Intelligence (AI) I is going to be, it is unlikely that a few organizations can truly regulate the technology. Its oversight will require everyone pitching in. That, in turn, requires everyone having some basic understanding of how AI is developed, and more importantly, the risks associated with its use. But how do we build capacity in a field that is moving at warped speed? There will be no individual experts in the field, only collective wisdom. Legacy education and knowledge systems are too inflexible and siloed to keep up with the science and understand the sociology of AI. Datathons are designed to operationalize the multi-disciplinary hive learning that addresses the challenges of AI education and training. In this webinar, speakers discuss data bias and AI and their experience with optimizing reuse of data to advance health research through Datathons.&lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Presenters:&lt;/strong&gt;
&lt;br /&gt;1. "What's the Fuss about Artificial Intelligence (AI)?" - Speaker: Leo Anthony Celi, Principal Research Scientist, Massachusetts Institute of Technology; Associate Professor of Medicine, Harvard Medical School; Editor-in-Chief, PLOS Digital Health.&lt;br /&gt;

&lt;br /&gt;2. "SATI-Q Program: 20 Years of History in Quality Benchmarking, Evolution and Future Perspectives" - Speaker: Ariel Leonardo Fernández, Software Developer, Quality Benchmarking Program (SATI-Q), Argentina Society of Intensive Care (SATI). &lt;br /&gt;

&lt;br /&gt;&lt;strong&gt;Data Description:&lt;/strong&gt; Presentation slides, webinar video - Full (55m), webinar video - Celi (21m), webinar video - Fernández (13m). &lt;br /&gt;
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/iavgpn
title: Partial replication data and supplementary material for: Hamas or Palestine? The Discursive Battle over the 2023 Israel-Hamas War and the Global Distribution of Partisan Search Interest

description: Online supplementary material and partial replication data for an original research manuscript titled "Hamas or Palestine? The Discursive Battle over the 2023 Israel-Hamas War and the Global Distribution of Partisan Search Interest"
DOI: 10.5683/sp3/y6eife
title: 2022 NEST Omnibus Survey

description: Omnibus survey of attitudes and opinions.
DOI: 10.15468/dl.f4tzsp
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Corydalis semenowii"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046865-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/dru5lt
title: Characterization of the springtail Arrhopalites caecus for use in soil ecotoxicity testing

description: The raw data generated from the experiments described in the article titled "Characterization of the springtail Arrhopalites caecus for use in soil ecotoxicity testing"
DOI: 10.5683/sp3/tygocu
title: Data For "Measurement of the depth-dependent local dynamics in thin polymer films through rejuvenation of ultrastable glasses"

description: This includes raw data used for generating figures in the article "Measurement of the depth-dependent local dynamics in thin
polymer films through rejuvenation of ultrastable glasses"
DOI: 10.5683/sp3/3plzry
title: Replication Data for: Effect of social relationships on dairy cows’ decision to move to and from an outdoor area.

description: Leader-follower behaviours have been described in cattle housed on pasture and when entering the milking parlour. To our knowledge, no study has investigated these behaviours in cattle provided free-choice access to the outdoors. This study explores whether the timing of cows exiting and entering the barn from an outdoor area is associated with the movement of their herd mates. We followed 18 lactating Holstein cows housed indoors in a freestall barn together with 18 non-experimental cows, for on average 77 d (range: 74 – 80). The 18 experimental cows were allowed free access to an outdoor open pack (sand covered with woodchips) through an automated selection gate which automatically recorded when a cow exited the barn. To enter the barn from outside, cows went through a one-way gate; time of entry was recorded from video. Cows moved in and out of the barn on average 269 times (range: 68 – 472). A Gaussian mixture model was applied to the log of the frequency distribution of time intervals between each cow and the next for each entry and exit. On the basis of where the curves intersected, we identified a threshold interval of 42 s between consecutive exits or entries to consider movements as associated. Applying this threshold, 13.8 % of events were associated with the movement of another cow: 11.2 % of exits and 16.4 % of entries. We created a leader-follower matrix for each direction: the leader being the cow initiating the movement, and the follower the one walking through the same gate within 42 s of the leader. These association matrices were used to build weighted and directed social networks for exits and entries; we found a moderate positive correlation between the networks (RQAP = 0.69, p &lt; 0.001), meaning the patterns of association between cows observed when exiting the barn were consistent with those when they entered. Just over a third of the relations in the networks were asymmetrical; in contrast, leader-follower theory would predict that one individual within each pair would lead consistently. We identified 17 of 153 possible between-cow pairings as preferentially bonded; these pairs had a simple ratio index of association more than twice the average of all possible pairs. We conclude that some of the cow movements to and from an outdoor pack were influenced by the movements of other group members, and these associations were particularly strong between some pairs of cows.
DOI: 10.5683/sp3/kzneou
title: Images for Inland navigation and vessel optimal path planning

description: Laboratoire d'Automatique et de Robotique interactive, Université du Québec à Chicoutimi, Québec, Canada LAR.i - UQAC, 02 Feb. 2024
&lt;br&gt;
855 satellite images and their ground truth masks. The original satellite images could be accessed by email.
&lt;br&gt;
Manual acquisition of 60 unlabelled aerial satellite images with varying dimensions (area ranging from 500 meters to 5 kilometers) from Google Maps. A manual segmentation is executed into three labels: water, land, and obstacle. 
&lt;br&gt;
Parametric augmentation pipeline:&lt;br&gt;
-random cropping, &lt;br&gt;
-horizontal and vertical flipping, &lt;br&gt;
-rotation, &lt;br&gt;
-brightness and contrast, &lt;br&gt;
-Contrast Limited Adaptive Histogram Equalization (CLAHE) and &lt;br&gt;
-Grid Distortion, or Optical Distortion.
DOI: 10.5683/sp3/uo9ymc
title: Microbial data for "Two risk assessments: Evaluating the use of indicator HF183 Bacteroides versus pathogen measurements for modelling recreational water risks in an urban watershed"

description: Microbial data for the article "Two risk assessments: Evaluating the use of indicator HF183 Bacteroides versus pathogen measurements for modelling recreational water risks in an urban watershed". Surface water samples (n = 70) were collected in 2018 - 2020 at 7 sites near Philadelphia, Pennsylvania, USA and were analyzed for pathogens and microbial source tracking markers by quantitative polymerase chain reaction. Data were collected to characterize fecal sources of contamination and identify pathogen hazards to support an assessment of the risk posed to recreators for acute gastrointestinal illness from exposure to waterborne pathogens. Sites were on Cobbs Creek, Tacony Creek, and Wissahickon Creek. Analysis results are reported in gene copies per liter.
DOI: 10.5683/sp3/m5hirk
title: Temperature along an field-forest ecotone in Guelph Ontario: the Dairy Bush

description: The dataset contains temperature readings from a transect that runs the interior of a protected woodlot on the University of Guelph campus (the Dairy Bush) to near the middle of the field that is to the north of the woodlot (the Dairy Bush Field). Historically, the field has been cut in the late fall of each year; however during the period that this data was collected, the field was not cut. The dataset will be updated periodically as more data is accumulated.
DOI: 10.5683/sp3/lp7wce
title: Replication Data for: Reconstructing warm-season temperatures using brGDGTs and assessing biases in Holocene temperature records in northern Fennoscandia

description: This dataset includes branched-chain GDGT measurements from a lake sediment core from Lake Annan Juomusjärvi (AJU), from the biofilm growing on the surface sediments, and from soils surrounding the lake. It also includes radiometric age constraints such as 14C age estimates of bulk sediments and plant macrofossils in the lake sediments, and 210Pb age estimates from a surface sediment core. Finally, a summary table of relevant papers on paleoclimate reconstructions from the Fennoscandian region is provided. The brGDGT record from the long sediment core was used to estimate long-term changes in mean summer conditions spanning the last 10,000 years.
DOI: 10.5683/sp3/qs87tg
title: Replication Data for: Do women politicians know more about women’s policy preferences? Evidence from Canada

description: This study draws together theories of women’s substantive representation and research on politicians’ knowledge of constituent preferences. We ask whether politicians are better at predicting their constituents’ policy preferences when they share the same gender. In doing so, we contribute to knowledge about the mechanisms underlying substantive representation. Using original surveys of 3,750 Canadians and 867 elected politicians, we test whether politicians correctly perceive gender gaps in their constituents’ policy preferences and whether women politicians are better at correctly identifying the policy preferences of women constituents. Contrary to expectations from previous research, we do not find elected women to be better at predicting the preferences of women constituents. Instead, we find that all politicians – regardless of their gender – perform better when predicting women’s policy preferences and worse when predicting men’s preferences. The gender of the constituent matters more than the gender of the politician.
DOI: 10.5683/sp3/mjygar
title: Dataset: Decentralized Social Media Use and Users
title: Extending the UTAUT Model for Understanding Users’ Adoption of Blockchain-based Social Media

description: The dataset contains 31 transcribed and anonymized interviews of blockchain-based social media users. The dataset was collected during the summer of 2022 as part of a research project at the Social Media Lab at Toronto Metropolitan University. The dataset is available upon request for validation by peer-reviewers or other researchers in the field.
DOI: 10.5683/sp3/zagg8q
title: Communications, media and Internet concentration in South Korea, 2019-2021 - Dataset

description: This report investigates media developments and market concentration trends across nearly two dozen communication, internet and media industries that make up the South Korean network media economy. We start by studying each of the sectors covered individually before grouping them into three larger mid-range categories of similar types of services: telecoms and internet access sectors, online and traditional media services, and core internet sectors. Ultimately, we bring all these sectors together to give a composite view of the network media economy over the period from 2019 to 2021. In a country where there is little established research on the topic of media concentration and ownership, the goal of this report is to simultaneously examine specific media sectors so that we can understand their unique features, dynamics, and trends and move from there toward a holistic understanding of the South Korean network media economy.
DOI: 10.5683/sp3/jrj3pu
title: Examining Ideological and Motivational Variables as Predictors of Organ Donation Attitudes

description: A sample of 157 university students completed online questionnaires about Organ Donation Attitudes, ideological variables about organ donation (e.g., religiosity, altruism, beneficence), and motivational intentions regarding organ donation and whether it emanates from internal rather than external sources.
DOI: 10.5683/sp3/bbvmvw
title: Raw data for: Optogenetic stimulation of the locus coeruleus enhances appetitive extinction in rats

description: behavioural data described in: Optogenetic stimulation of the locus coeruleus enhances appetitive extinction in rats appearing in eLife
DOI: 10.5683/sp3/z2cf1r
title: Raw Data for: Phenotypic and Functional Outcomes in Macrophages Exposed to an Environmentally Relevant Mixture of Organophosphate Esters in vitro

description: This dataset contains the compiled raw data and image analysis coding for the main and supplemental figures seen in “Phenotypic and Functional Outcomes in Macrophages Exposed to an Environmentally Relevant Mixture of Organophosphate Esters in vitro”. Organophosphate esters (OPEs) are flame retardants and plasticizers used in consumer products. OPEs are found ubiquitously throughout the environment with high concentrations in indoor house dust. Exposure to individual OPEs is associated with immune dysfunction, particularly in macrophages. However, OPEs exist as complex mixtures and the effects of environmentally relevant mixtures on the immune system have not been investigated. The objectives of this study were to evaluate the toxicity of an environmentally relevant mixture of OPEs that models Canadian house dust on macrophages using phenotypic and functional assessments in vitro.
DOI: 10.5683/sp3/1g4a1x
title: Replication Data for: Saccharomyces cerevisiae Supplementation in Canadian Finishing Feedlot Diets: Chapter 5

description: The objectives of this study were to examine the impacts of active live yeast (S. cerevisiae) supplementation on DMI, feed sorting, gut permeability, ruminal and fecal pH and VFA concentrations, and fecal starch in cattle fed a high-grain finishing diet subjected to a ruminal acidosis challenge.
description: Saccharomyces cerevisiae Supplementation in Canadian Finishing Feedlot Diets
DOI: 10.5683/sp3/e4it6o
title: Data Sheet - User Perception of Smart Home Surveillance: An Integrative Review

description: Data extraction sheet from the scoping review.