cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/8dtnyx
title: Heatwave-mediated decreases in phytoplankton quality negatively affect zooplankton productivity

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;ol&gt;
&lt;li&gt;Climate change is expected to increase the frequency of extreme temperature events. The effect of heatwaves on phytoplankton is of particular concern because they are a key source of C, N, P, and essential fatty acids to aquatic ecosystems. Laboratory studies have demonstrated that phytoplankton grown at warmer temperatures are a lower-quality food source, but how heatwaves affect phytoplankton quality at the community scale is currently unclear.&lt;/li&gt;
&lt;li&gt;Here we address this knowledge gap by growing natural assemblages of freshwater phytoplankton at ‘ambient’, ‘constant warming’, or ‘heatwave’ conditions. We next fed these phytoplankton communities to natural assemblages of zooplankton to test the prediction that zooplankton that consume heatwave-exposed phytoplankton will exhibit reductions in biomass.&lt;/li&gt;
&lt;li&gt;Our experiment demonstrated that zooplankton that consumed ‘heatwave’ phytoplankton attained lower community biomass than those fed ‘constant warming’ or ‘ambient’ phytoplankton. Additionally, despite receiving similar total heat input, phytoplankton exposed to ‘heatwave’ conditions contained lower C, N, P, and fatty acid concentrations compare to phytoplankton grown in ‘constant warming’ conditions.&lt;/li&gt;
&lt;li&gt;Correlations between zooplankton biomass and all measured phytoplankton traits revealed that decreases in zooplankton biomass were best explained by low quantities of C, N, and monounsaturated fatty acids in ‘heatwave’ phytoplankton.&lt;/li&gt;
&lt;li&gt;Our study demonstrates that the effects of heatwaves on phytoplankton quality are clearly distinct from those caused by constant warming temperatures, and that heatwave-mediated decreases in resource quality have immediate effects on consumer productivity. &lt;/li&gt;
&lt;/ol&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;The study was a laboratory experiment using wild-caught phytoplankton and zooplankton communities. All data were collected and analyzed by the authors except that phytoplankton were identified by Biologica Environmental Services in Victoria British Columbia, Canada. Phytoplankton taxonomy data were analyzed by the authors. &lt;/p&gt;
description: <b>Dryad version number:</b> 4
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/stash/dataset/doi:10.5061/dryad.q83bk3jqc
<b>Storage size:</b> 285994
<b>Visibility:</b> public
DOI: 10.5683/sp3/g9usz6
title: Understanding house residents perceptions of coastal landscapes and adaptation options around the Minas Basin, Nova Scotia, 2022.

description: These data were collected through an online survey hosted on Qualtrics software. The survey was designed to understand perceptions of coastal landscapes, specifically dykes, dykelands, and tidal wetlands, along with coastal adaptation options, specifically managed realignment and flood risk mapping, among residents of the Minas Basin region of Nova Scotia, around the Bay of Fundy. Recruitment was conducted through a multiple-reminder mailout of a simple random sample of the Nova Scotia Residential Dwelling Characteristics dataset (2022), rendering a response rate of 21%. Participants were rewarded with the option to enter to win one of twenty Tim Hortons or Irving Gas gift cards. Permission to make data public was a condition of participation, and all 'free text' questions have been removed to avoid the possibility of identification.
description: Excel
DOI: 10.5683/sp3/tdi4ve
title: Alpha 2 agonists in critically ill children (Search strategies)
title: Alpha-2 agonists pour les enfants en soins intensifs (Stratégies de recherches)

description: Ce jeu de données contient les stratégies de recherche pour PubMed, Medline (Ovid), Embase (Ovid), EBM reviews (Ovid), and Cinahl (EBSCO). Quand on les exécute dans leurs bases de données respectives, ces stratégies repêchent les articles sur, inclusivement, les concepts des alpha 2 agonists, des soins intensifs et de la pédiatrie. Le nombre de résultats et les stratégies de recherche pour chaque base de données sont indiqués dans le fichier rtf. La date indiquée dans cette description est la date à laquelle la recherche a été effectuée. (2024-02-07)
Un reroulement des stratégies a été effectué le 9 mai 2025. Les résultats de celui-ci sont indiqués dans le fichier rtf daté du 9 mai 2025.
DOI: 10.5683/sp3/32fdf9
title: EMR-based Learning Prescriptions

description: Learning prescriptions are a useful educational approach, which are made
more effective when they are patient specific, but this leads to concerns about compromising patient confidentiality. In today’s environment of increasing data mining in all areas of society, this concern is increasingly difficult to address. By using the intrinsic capabilities of our electronic medical record (EMR) system, we have been able to implement a simple yet functional learning prescription system that avoids many of these concerns. While based on a particular EMR system, all of the needed functions are provided by other full service EMRs and this approach is regarded as generalizable to other institutions
DOI: 10.5683/sp3/hwdvkl
title: Praxis report: a historical perspective on capturing clinical procedure logs

description: More than two decades of experience in tracking and teaching clinical procedures, Praxis forms the central core of these attempts. Integration with other resources such as OLab and Clinisnips has been difficult to make sustainable. This report presents lessons learned and makes suggestions for future attempts at cross-system data integration.
DOI: 10.5683/sp3/t3y8p1
title: Replication Data for: Gender differences in exercise self-efficacy and outcome expectations for exercise in individuals with stroke study

description: This submission includes the data from the Gender differences in exercise self-efficacy and outcome expectations for exercise in individuals with stroke study (GRIPS) study. The related publication can be found in the journal Plos One. The corresponding data has been uploaded via an Excel Spreadsheet.
DOI: 10.5683/sp3/zd2dvt
title: Cheating and OLab data

description: OpenLabyrinth has always had very detailed tracking of user activity built into its back end. In the early days, we wondered if we would ever use such detailed activity metrics to any great extent but it has turned out to be useful in many ways. A surprising side effect was its utility in detecting unusual behavior and cheating. We will provide some interesting examples of this, and also illustrate some methods in OLab that can be used to prevent, detect and research cheating behaviors.
DOI: 10.5683/sp3/z2ggnr
title: Microparticles in Wild and Caged Biota, Sediments and Water Relative to Large Municipal Wastewater Treatment Plant Discharges

description: This dataset accompanies a paper submitted to Environmental Toxicology and Chemistry titled "Microparticles in Wild and Caged Biota, Sediments and Water Relative to Large Municipal Wastewater Treatment Plant Discharges". This study examined whether microparticle levels in resident fish, environmental samples, and caged organisms were elevated near the Waterloo and Kitchener WWTP outfalls along the Grand River, Ontario, Canada. All sampling for this work was done in October 2019. This dataset includes sample information for biotic and abiotic samples collected from the Grand River, a list of microparticles isolated from samples (including particle colour, morphology, and measurements), and information on chemical composition for a subset of particles.
DOI: 10.5683/sp3/zvqfuf
title: Geographic overview of the Iranian language family [map]

description: Geographic overview of the Iranian language family [map]
DOI: 10.5683/sp3/isvcd4
title: 2021 Census of Population Overview

description: This presentation, offered by the Montreal Data Service Center, will provide a brief overview of the new features related to the concepts and variables of the 2021 Census as well as the various products available such as data tables, profiles, visualization tools, analyses, guides, etc.

A demonstration on the census program webpage will also be included to teach participants how to effectively find and use census data.

Presented by:
Thérèse Nguyen (Statistics Canada)
Samuel Dupéré (Statistics Canada)
description: DLI National Virtual Training / Formation nationale virtuelle de l'IDD
DOI: 10.5683/sp3/o76u1v
title: KiTT CAT Project

description: Dataset supporting some of the preparatory and analytic work that was put together to support the proposal for the KiTT CAT project. This is not a completed study. 
This was an initiative that was designed to examine a number of approaches that would build upon the excellent work of FMPE.org in designing and distributing their Practice-Based Small Group (PBSG) series of clinical presentations. 
Several of these techniques such as stratified sampling, spaced repetition, workplace-based assessment, activity metrics, learning record systems and recommender systems, remain viable approaches in helping clinicians to deal with the deluge of KT recommendations.
description: This study did not proceed. The techniques remain viable options for future similar projects.
DOI: 10.5683/sp3/rlc7fo
title: Mothers’ Perspectives of the Barriers and Facilitators to Reducing Young Children's Screen Time During COVID-19: A Reddit Content Analysis

description: This dataset contains the URLs for all of the posts screened and utilized for the study entitled 'Mothers’ Perspectives of the Barriers and Facilitators to Reducing Young Children's Screen Time During COVID-19: A Reddit Content Analysis.'
DOI: 10.5683/sp3/oyyc0f
title: Replication Data for: Dust Dynamics in Gale Crater Observed using the Line-of-Sight Extinction through 3663 Sols of the Mars Science Laboratory Mission

description: This Dataset contains the derived line-of-sight dust extinctions in Gale Crater, Mars using the Navigation Camera on the Curiosity Rover. This dataset contains the extinctions captured between sol 110 and sol 3663 of the Mars Science Laboratory Mission, giving over 5 full Mars Years of extinction data.
DOI: 10.5683/sp3/bknea2
title: Mental attention: Reaction time and Accuracy scores to color matching task and number matching task

description: Cognitive skills rely on a complex dynamic between biological propensities and experience. We adopt a constructivist neo-Piagetian theory of cognitive development to model paradigmatically and investigate how participants’ executive processes, indexed by latency during correct performance, are functionally affected by their mental-attentional capacity. This capacity or mental-attentional power is a maturational component of working memory, estimated with tasks that parametrically vary the levels of mental-attentional demand. Participants (N = 257 children, 7-16 years old, and N = 226 adults, 19-30 years old) completed three tasks: two colour-matching tasks (CMTs) and one number-matching task (NMT). Results demonstrated a significant interaction between effects due to mental-attentional demand, interference level, and executive
power. With growing age latencies change from ages 13 to 15 or greater, and remain stable for tasks with a mental-attentional demand beyond 6, suggesting that in simple tasks executive power functions independently from task difficulty. Theoretically, the current findings provide support for common and distinct components of executive efficiency and mental attention. Practically, the results point to the trade-off between mental-attentional capacity of the individual and mental-attentional demand of the task, showcasing that measures of mental-attention can serve as tools for further study of relations between executive efficiency and cognitive abilities.
DOI: 10.5683/sp3/a55jz8
title: Consumer preferences for attributes of cannabis products and retailers: A series of Discrete Choice Experiments

description: This survey includes four discrete choice experiments (DCE) that were done in accordance with the general framework for good research practices. Each DCE included 6-8 choice tasks, each looking at different cannabis purchase decisions. These included three product types: dried flower, edible and vapes, and the choice of cannabis retailer.
DOI: 10.5683/sp3/t4los3
title: Behavioral responses to artificial insemination and the effect of positive reinforcement training

description: Dairy cattle experience a variety of stressors associated with routine farm practices, including injections, pen movements, regrouping, and artificial insemination (AI). The first objective of this study was to assess the use of ear position and movement parameters in heifers before, during, and after their first exposure to the AI procedure. The second objective was to test whether heifers exposed to positive reinforcement training (PRT) displayed different ear positions and movement parameters during these 3 events. We tested 14 heifers (13 ± 0.7 mo old); 9 were trained using PRT (as part of another study) and 5 had no experience with PRT. Ear positions were recorded using 6 defined categories, and the frequency of each position was compared across periods relative to AI and between treatments. Ear axial and ear forward positions were more frequent before and after AI events than during AI (4.61 ± 0.93 vs. 0.33 ± 0.12 times/event, and 3.17 ± 0.61 vs. 0.42 ± 0.42 times/event, respectively). Another ear position, backward pinned, was observed less frequently before and after events than during AI (0.09 ± 0.06 vs. 3.58 ± 1.05 times/event). We found no effect of PRT on any ear position measured, and no effect of period relative to AI on any of the 4 movements assessed (leaning froward, backward, and steps taken with front legs and back legs). We conclude that heifers subjected to AI for the first time express distinct ear positions and suggest these are associated with negative emotional states. Further work is required to validate these responses and to determine the extent that they can be used to assess affective responses to this and other procedures.
DOI: 10.5683/sp3/rcxibm
title: Sex in Canada full dataset

description: Full, de-identified clean dataset for Sex in Canada project
DOI: 10.5683/sp3/85uio7
title: Published or Perished: thoughts on the publication of mediocrity

description: Some of these points have already been touched upon in Discoverability of published objects(2) but to summarize:
• Justification for publishing such materials: it provides a footing or foundation upon which others can build. Or avoid the mistakes that we made. 
• Also better than sitting hidden on a hard drive (which will eventually die or become obsolete because the OS cannot be upgraded any more i.e. Perished) - see ‘Archiving the data’ below.
For those projects that did not come to fruition, this is the equivalent of publishing negative results (which many editors call for but few will actually do).(3–6) 
We are aiming for a different audience with this kind of publication. Back when scholars would patiently wander through the stacks, you would not want to waste their time with cluttering up those stacks with such mediocre material. But things have changed: our browsing/foraging behaviors have changed.
DOI: 10.5683/sp3/jwbcfb
title: Outcome Devaluation Protocol original dataset

description: original data used in figures 1, 2 and 3 and extended data 1 presented in manuscript
DOI: 10.5683/sp3/hnkkq5
title: Data from: Manipulation of soil mycorrhizal fungi Influences floral display traits

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Most plants form root hyphal relationships with mycorrhizal fungi, especially arbuscular mycorrhizal fungi (AMF). These associations are known to positively impact plant biomass and competitive ability. However, less is known about how mycorrhizae may impact other ecological interactions, such as those mediated by pollinators.&lt;/p&gt;
&lt;p&gt;We performed a meta-regression of studies that manipulated AMF and measured traits related to pollination, including floral display, rewards, visitation, and reproduction, extracting 63 studies with 423 effects.&lt;/p&gt;
&lt;p&gt;On average, the presence of mycorrhizae was associated with positive effects on floral traits. Specifically, we found impacts of AMF on floral display, pollinator visitation and reproduction, and a positive but non-significant impact on rewards. Studies manipulating mycorrhizae with fungicide tended to report contrasting results, possibly because fungicide destroys both beneficial and pathogenic microbes.&lt;/p&gt;
&lt;p&gt;Our study highlights the potential for relationships with mycorrhizal fungi to play an important, yet underrecognized role in plant-pollinator interactions. With heightened awareness of the need for a more sustainable agricultural industry, mycorrhizal fungi may offer the opportunity to reduce reliance on inorganic fertilizers. At the same time, fungicides are now ubiquitous in agricultural systems. Our study demonstrates indirect ways in which plant-belowground fungal partnerships could manifest in plant-pollinator interactions.&lt;/p&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;Literature search, as described in the manuscript's main text's methods section.&lt;/p&gt;
description: <b>Dryad version number:</b> 7
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/stash/dataset/doi:10.5061/dryad.280gb5mwp
<b>Storage size:</b> 753030
<b>Visibility:</b> public
DOI: 10.5683/sp3/yiicsv
title: Dataset of how animal movement paths in a landscape vary due to wildfire

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Animals navigate landscapes based on perceived risks vs. rewards, as inferred from features of the landscape. In the wild, knowing how strongly animal movement is directed by landscape features is difficult to ascertain, but widespread disturbances such as wildfires can serve as natural experiments. We tested the hypothesis that wildfires homogenize the risk/reward landscape, causing movement to become less directed, given that fires reduce landscape complexity as habitat structures (e.g., tree cover, dense brush) are burned&lt;em&gt;. &lt;/em&gt;We used satellite imagery of a research reserve in Northern California to count and categorize paths made primarily by mule deer (&lt;em&gt;Odocoileus hemionus&lt;/em&gt;) in grasslands. Specifically, we compared pre-wildfire (August 2014) and post-wildfire (September 2018) image history layers among locations that were or were not impacted by wildfire (i.e., a Before/After Control/Impact design). Wildfire significantly altered spatial patterns of deer movement: more new paths were gained and more old paths were lost in areas of the reserve that were impacted by wildfire; movement patterns became less directed in response to fire, suggesting that the risk/reward landscape became more homogenous, as hypothesized. We found evidence to suggest that wildfire affects deer populations at spatial scales beyond their scale of direct impact and raises the interesting possibility that deer perceive risks and rewards at different spatial scales. In conclusion, our study provides an example of how animals integrate spatial information from the environment to make movement decisions, setting the stage for future work on the broader ecological implications for populations, communities, and ecosystems, an emerging interest in ecology.&lt;/p&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;Animal paths were traced from satellite imagery before and after a wildfire, in areas impacted by fire and in unimpacted areas (i.e., a BACI design). Paths were then counted, categorized by size, and assessed to see whether paths were persistent or were formed or lost dynamically over time. This was a pandemic project.&lt;/p&gt;
description: <b>Dryad version number:</b> 2
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/stash/dataset/doi:10.5061/dryad.573n5tbfr
<b>Storage size:</b> 80257
<b>Visibility:</b> public
DOI: 10.5683/sp3/hj1b24
title: Identifying Reproducible Transcription Regulator Coexpression Patterns with Single Cell Transcriptomics

description: This repository contains the summarized TR ranking information as described in: &lt;a ref="https://www.biorxiv.org/content/10.1101/2024.02.15.580581v2"&gt;https://www.biorxiv.org/content/10.1101/2024.02.15.580581v2&lt;/a&gt;
DOI: 10.5683/sp3/qiftyc
title: Art for mental illness in pediatrics (Search strategies)
title: Art et maladie mentale en pédiatrie (Stratégies de recherches)

description: Ce jeu de données contient les stratégies de recherche pour PubMed, Medline (Ovid), Embase (Ovid), EBM reviews (Ovid), and PsycInfo (Ovid). Quand on les exécute dans leurs bases de données respectives, ces stratégies repêchent les articles sur, inclusivement, les concepts de l'art, de la santé mentale, de la pédiatrie et de communauté ou d'artiste, tout en excluant les concepts de HIV et de reproduction assistée. Le nombre de résultats et les stratégies de recherche pour chaque base de données sont indiqués dans le fichier rtf. La date indiquée dans cette description est la date à laquelle la recherche a été effectuée. (2024-02-15)
DOI: 10.5683/sp3/icdpjw
title: Replication Data and Code for: Political backlash and consumer boycotts: Evidence from the NFB relocation and movie demand in Canada

description: The data and programs replicate tables and figures from "Political backlash and consumer boycotts: Evidence from the NFB relocation and movie demand in Canada", by Gil and Xing. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/mqvufq
title: ExoPlaSim models for "Water Vapour Transit Ambiguities for Habitable M-Earths"

description: ExoPlaSim output (.nc), landmap (.sra), and configuration (.cfg) files, and petitRADTRANS transit spectra (.txt), for the simulations from the paper "Water Vapour Transit Ambiguities for Habitable M-Earths."
DOI: 10.5683/sp3/itasu8
title: Building (3558 Rue St Patrick)

description: This is a dataset of information compiled on a masonry building in Montreal for CMHC project by McGill University, the University of Toronto, and Carleton University entitled Digital twin-informed engineered timber retrofits for sustainable preservation and reuse of existing housing supplies, aimed at addressing the acute shortage of housing and promoting the preservation and renovation of existing structures.