cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/rxvuy8
title: Supporting information for: The correct name for an Aquilegia (Ranunculaceae) hybrid of the parentage Aquilegia flavescens × A. formosa

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;&lt;span lang="EN-GB"&gt;&lt;em&gt;Aquilegia&lt;/em&gt; &lt;/span&gt;&lt;span lang="EN-GB"&gt;x&lt;/span&gt;&lt;span lang="EN-GB"&gt; &lt;em&gt;miniana&lt;/em&gt;&lt;/span&gt;&lt;span lang="EN-GB"&gt; (J.F.Macbr. &amp; Payson) Cronk, hybr. &amp; stat. nov. is the correct name for the hybrid &lt;em&gt;Aquilegia&lt;/em&gt; &lt;em&gt;flavescens&lt;/em&gt; S.Watson x &lt;em&gt;A&lt;/em&gt;. &lt;em&gt;formosa&lt;/em&gt; Fisch. ex DC. var. &lt;em&gt;formosa&lt;/em&gt;. In 1916, Payson and Macbride, while exploring the mountains of Idaho, found populations of &lt;em&gt;Aquilegia&lt;/em&gt; that were pink in flower colour and appeared intermediate between the yellow-flowered &lt;em&gt;A&lt;/em&gt;. &lt;em&gt;flavescens&lt;/em&gt; and red-flowered &lt;em&gt;A. formosa&lt;/em&gt;. They named these plants &lt;em&gt;A. flavescens&lt;/em&gt; var. &lt;em&gt;miniana&lt;/em&gt; J.F.Macbr. &amp; Payson. There has been uncertainty over whether their type collections (in GH, RM, MO, US, E, CM, CAS, NY) do indeed represent hybrids or pink-flowered morphs of &lt;em&gt;A. flavescens&lt;/em&gt;. Using a Wells diagram, the holotype (in the Gray Herbarium of Harvard University) is shown to be intermediate, allowing its identification as a clear hybrid. However, some of the isotype material is indistinguishable from &lt;em&gt;A. flavescens&lt;/em&gt;. The holotype matches material from British Columbia that has been determined as being of hybrid origin using molecular and morphological data. &lt;em&gt;A. flavescens&lt;/em&gt; var. &lt;em&gt;miniana&lt;/em&gt; J.F.Macbr. &amp; Payson is, therefore, an available name for the hybrid, which is here raised to the status of hybrid binomial.&lt;/span&gt;&lt;/p&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;A full description of the collection of the dataset is given in previous publications. The morphometric data is taken from herbarium specimens and is previously generated and described by Groh et al. (2019) and Groh and Cronk (2020)&lt;/p&gt;
&lt;p&gt;References&lt;/p&gt;
&lt;p&gt;Ref: Groh JS, Percy DM, Björk CR, Cronk QC (2019) On the origin of orphan hybrids between &lt;em&gt;Aquilegia&lt;/em&gt; &lt;em&gt;formosa&lt;/em&gt; and &lt;em&gt;Aquilegia&lt;/em&gt; &lt;em&gt;flavescens&lt;/em&gt;. AoB Plants 11(1): ply071. &lt;/p&gt;
&lt;p&gt;Groh JS, Cronk QCB (2020) Mosaic hybrid zone structure in two species of columbine (&lt;em&gt;Aquilegia&lt;/em&gt;). Botany 98 (8): 459–467 doi: 10.1139/cjb-2020-001&lt;/p&gt;
&lt;p&gt;---&lt;/p&gt;
&lt;p&gt;Analysis: the LDA analysis was conducted in PAST&lt;/p&gt;
&lt;p&gt;The Wells diagram was made using Excel (Microsoft Excel for Mac, version 16.63.1)&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.79cnp5j0f
<b>Storage size:</b> 4044
<b>Visibility:</b> public
DOI: 10.5683/sp3/xetyxy
title: Weather records for the Ontario Crops Research Centre - Elora [Elora, Ontario, Canada]: Meteorological data 2021

description: &lt;p&gt;The Wagner-Riddle Lab, School of Environmental Sciences, Ontario Agricultural College, University of Guelph in cooperation with Environment and Climate Change Canada, maintains an automatic weather station at the Ontario Crops Research Centre - Elora, located a few kilometres south of Elora, Ontario.&lt;/p&gt;&lt;p&gt;This station collects hourly climatic data including air temperature, air pressure, relative humidity, wind direction and speed, solar radiation, precipitation, and snowfall. This data set includes climatic data collected from January 1 to December 31, 2021, and is presented as an annual file of hourly data.&lt;/p&gt;
description: Meteorological Data Ontario Crops Research Centre - Elora
DOI: 10.5683/sp3/1kfsr9
title: Weather records for the Ontario Crops Research Centre - Elora [Elora, Ontario, Canada]: Meteorological data 2022

description: &lt;p&gt;The Wagner-Riddle Lab, School of Environmental Sciences, Ontario Agricultural College, University of Guelph. in cooperation with Environment and Climate Change Canada, maintains an automatic weather station at the Ontario Crops Research Centre - Elora, located a few kilometres south of Elora, Ontario.&lt;/p&gt;&lt;p&gt;This station collects hourly climatic data including air temperature, air pressure, relative humidity, wind direction and speed, solar radiation, precipitation, and snowfall. This data set includes climatic data collected from January 1 to December 31, 2022, and is presented as an annual file of hourly data.&lt;/p&gt;
description: Meteorological Data Ontario Crops Research Centre - Elora
DOI: 10.5683/sp3/bbpdnq
title: Geospatial Data and Geographic Information Systems (GIS) presentations, workshops and tutorials

description: Various Geospatial Data and Geographic Information Systems (GIS) presentations, workshops and tutorials. For the live versions of these files and material, please see &lt;a href="https://uoft.me/GIS"&gt;uoft.me/GIS&lt;/a&gt;
DOI: 10.5683/sp3/0ds6fp
title: Replication files for: Self-applied carrageenan-based gel to prevent human papillomavirus infection in sexually active young women: Final analysis of efficacy and safety of a randomised controlled trial (The CATCH Study)

description: This dataset contains data, codes and codebook for the final analyses of the Carrageenan-gel Against Transmission of Cervical HPV infection (CATCH) randomised clinical trial.
description: Codes 0, 1, 3-6 were updated and code 7 was added on June 2, 2023 to include additional analyses completed during the review process.
DOI: 10.5683/sp3/ea9vkm
title: 2021 Census of Canada, Immigration Status and Household Type [custom tabulation]

description: Immigrant status (3), Household type including multigenerational households (9) for Private Households in Occupied Private Dwellings of Peel Census Division and Brampton Census Subdivision, 2016 and 2021 Census - 25% Sample Data
description: Census of Population
DOI: 10.5683/sp3/hteony
title: Sterile Insect Technique as a Novel Tool for the Management of Pepper Weevil, Anthonomus eugenii Cano (Coleoptera: Curculionidae), in Greenhouse and Field Pepper Crops

description: The sterile insect technique (SIT) has been effectively used to genetically manage and even eradicate pest species across several insect families worldwide. The pepper weevil (PW), Anthonomus eugenii Cano (Coleoptera: Curculionidae), is an economically significant pest of Capsicum crops in North America for which current management strategies are often insufficient. As a PW-SIT program has yet to be considered, this foundational research determined that a gamma radiation dose of 110 Gy applied to PW pupae was necessary to induce &gt; 99% sterility in females, and &gt; 97% sterility in males, though the longevity, spontaneous flight activity, sperm production, and mating competitiveness of the sterile adults were negatively impacted by the treatment. Based on this work, a PW-SIT program could effectively and sustainably manage total PW populations in field or greenhouse pepper crops, and further research is recommended to ensure its success.
DOI: 10.5683/sp3/kgudgc
title: A Faceted Approach to Language in OLab scenarios

description: How is the approach we are taking with conversational agents in OLab different from ChatGPT?

Over the past decade, we have been exploring a variety of different approaches for incorporating natural language understanding into OLab.(1–3) Indeed, there is a long history in virtual patients of trying to introduce natural language. Our stance is that, while this is apparently engaging (and cute) at first sight, there are generally only a few areas in any given scenario where constructed responses are important. (https://olab.ca/constructed-responses-in-olab/ )

Our work with TTalk since 2013 has shown just what can be done with a simple chat-based interface, linked to the powerful virtual scenario engine in OLab. This has been shown to be cost-effective, scalable, extensible and with high learning impacts. But it does depend on a human element to a degree, which is both a strength and a limitation.

More recently in our DFlow-related work, we have been incorporating more intelligent conversational agents in a manner that is limited in both scope and risk. And given the most recent developments with Microsoft’s AI Bing and ChatGPT, we are glad we have been cautious.(4) It would have been disastrous to unleash an unfettered ChatGPT in certain high risk scenarios.

Part of what has made OLab and TTalk so effective in the past ten years is our success in creating scenarios that present a safe space, or more accurately a brave space (somewhere you can be brave enough to try new things), that shields learners from toxic risks and outcomes.
DOI: 10.5683/sp3/ct4wfo
title: Aerosol measurements in the boreal forest in the vicinity of the Alberta Oil Sands

description: These are the raw data measured by a UHSAS aerosol spectrometer and an ATI sonic anemometer. Details of the measurements are described in the Atmospheric Chemistry and Physics journal publication: ACP-2022-656.
DOI: 10.5683/sp3/ormqmf
title: Cache Valley virus seroprevalence and associated farm management practices in Ontario sheep

description: Dataset includes two components within a single spreadsheet: (1) Cache Valley virus (CVV) antibody titres sampled from mature ewes in summer 2021 for the purpose of establishing flock CVV seroprevalence in Ontario, Canada; (2) Survey results capturing farm management practices for the purpose of analyzing risk factors associated with CVV seropositivity.
DOI: 10.5683/sp3/bds0y6
title: Persistence of Federal Government Publications in Academic Former Full Depository Libraries in Canada

description: Data to accompany the article "Investigating the Persistence of Federal Government Publications in Academic Former Full Depository Libraries in Canada"
DOI: 10.5683/sp3/4actgw
title: Community Health Programs Directory

description: The Community Health Centre for this BC First Nation delivers a wide variety of holistic health services to the community. In order to improve patient care and efficiently direct patients to the correct service/provider, the First Nation partnered with the Entry-to-Practice PharmD Program at the University of British Columbia to create two deliverables: a directory of services and relevant contact information, and a poster with descriptions of services available to community members. 

This project was completed in collaboration with the Nurse Manager at this First Nation. The project members interviewed staff to collect relevant details. Findings were collated into a directory of program descriptions and relevant contact info. 

A poster was created to provide information on the four categories of programs and services offered by this First Nation.
DOI: 10.5683/sp3/nr0bmy
title: Statcan Dialogue Dataset
title: The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents

description: Welcome to the data repository for requesting access to the Statcan Dialogue Dataset!

&lt;br&gt;

&lt;p&gt;Before requesting access, you can visit our &lt;a href="https://mcgill-nlp.github.io/statcan-dialogue-dataset/"&gt;website&lt;/a&gt; or read our &lt;a href="https://arxiv.org/abs/2304.01412"&gt;EACL 2023 paper &lt;/a&gt;&lt;/p&gt;

 &lt;img src="https://mcgill-nlp.github.io/statcan-dialogue-dataset/assets/images/banner.svg" alt="A sample conversation in the dataset"&gt;

&lt;h3&gt;Requesting Access&lt;/h3&gt;

&lt;p&gt;In order to use our dataset, you must agree to the terms of use and restrictions before requesting access (see below). We will manually review each request and grant access or reach out to you for further information. To facilitate the process, make sure that:&lt;/p&gt;

&lt;br&gt;

&lt;ol&gt;
&lt;li&gt; Your Dataverse account is linked to your professional/research website, which we may review to ensure the dataset will be used for the intended purpose &lt;/li&gt;
&lt;li&gt; Your request is made with an academic (e.g. .edu) or professional email (e.g. @servicenow.com). To do this, your have to set your primary email to your academic/professional email, or create a new Dataverse account. &lt;/li&gt;
&lt;/ol&gt;
&lt;br&gt;

&lt;p&gt;If your academic institution does not end with .edu, or you are part of a professional group that does not have an email address, please contact us (see email in paper).&lt;/p&gt;

&lt;h3&gt;Abstract:&lt;/h3&gt;
&lt;br&gt;
&lt;blockquote style="font-size: 12"&gt;We introduce the StatCan Dialogue Dataset consisting of 19,379 conversation turns between agents working at Statistics Canada and online users looking for published data tables. The conversations stem from genuine intents, are held in English or French, and lead to agents retrieving one of over 5000 complex data tables. Based on this dataset, we propose two tasks: (1) automatic retrieval of relevant tables based on a on-going conversation, and (2) automatic generation of appropriate agent responses at each turn. We investigate the difficulty of each task by establishing strong baselines. Our experiments on a temporal data split reveal that all models struggle to generalize to future conversations, as we observe a significant drop in performance across both tasks when we move from the validation to the test set. In addition, we find that response generation models struggle to decide when to return a table. Considering that the tasks pose significant challenges to existing models, we encourage the community to develop models for our task, which can be directly used to help knowledge workers find relevant tables for live chat users. &lt;/blockquote&gt;
DOI: 10.5683/sp3/05dyxb
title: Summer Climate Reconstruction using Tree-ring Blue Intensity in the Mackenzie Delta, Northwest Territories

description: Latewood Blue Intensity mean chronology and May-Sept Tmin reconstruction for the Mackenzie Delta region, NWT
DOI: 10.5683/sp3/v8jg3g
title: RDM File Naming Convention Instructional Intervention Dataset

description: Data from a pre- and post-test RDM instructional intervention. File with "ReconciledData" contains single scores for each file name (pre and post) with disagreements reconciled following inter-rater reliability reaching &gt; 90% for each variable. File with "IndependentCoderRatings" has the codes from each of the two coders that was used to calculate inter-rater reliability for each variable.
DOI: 10.5683/sp3/flmiud
title: Data for the paper entitled: Nickel and copper complexation by natural dissolved organic matter – titration of two contrasting lake waters and comparison of measured and modelled free metal ion concentrations.

description: This dataset includes results data presented in figures 1 and 2 as well as WHAM input data (pH, concentrations of DOC, metals, cations and anions) for each titrated sample.
DOI: 10.5683/sp3/jj2yzz
title: CL-Drive (Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines)

description: CL-Drive is a driver cognitive load assessment dataset that contains Electroencephalogram (EEG) signals along with other physiological signals such as Electrocardiography (ECG) and Electrodermal Activity (EDA), and eye tracking data. We have used Muse S headband with 4 channels to collect EEG data, shimmers to collect ECG and EDA data and Tobii to collect Gaze data. The data is collected from 21 participants during driving in an immersive simulated vehicle. The participants drove in different driving conditions to induce 9 cognitive load levels and the duration for each complexity level is 3 minutes. Please view our paper "Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement" for more details.
Paper Link: https://arxiv.org/abs/2304.04273
description: This work has been published in IEEE Transactions on Intelligent Transportation Systems.
DOI: 10.5683/sp3/jrzddr
title: Replication Data for: Koh, Ryan GL, Adrian I. Nachman, and José Zariffa. "Classification of naturally evoked compound action potentials in peripheral nerve spatiotemporal recordings." Scientific reports 9:11145, 2019.

description: Multi-channel nerve cuff recordings from sciatic nerve in 9 rats.
DOI: 10.5683/sp3/uq9o5l
title: Mapping Traditional Medicine Workshops

description: The herbologist and doula at the Community Health Centre for a BC First Nation currently offers workshops to the community on local traditional medicines and plants. Certain plants only grow during specific times of the year, making the window to offer workshops fairly short. This project was a collaboration between students from the Entry-to-Practice PharmD Program at the University of British Columbia and the First Nation to create a booklet outlining the workshops offered each season, corresponding with the availability of plants used in traditional medicines.
The project members interviewed the herbologist to gather relevant information. A booklet was created to present the workshops offered by the herbologist and information on the plants’ availability by season and traditional uses.
DOI: 10.15468/dl.68j3k4
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((110.29638 -39.05203,164.46182 -39.05203,164.46182 -24.70326,153.56729 -28.67708,153.01473 -29.07171,113.93201 -29.70659,110.29638 -39.05203))",
 "TaxonKey is Rhynchobatus australiae"
 ]
}

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046678-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/npmhew
title: Mobilizing Local Pharmacy Resources to support COVID-19 Education

description: To increase community knowledge of COVID-19 and vaccines in the community, a BC First Nation partnered with a local pharmacy and the Entry-to-Practice PharmD Program at the University of British Columbia to develop a presentation to community members. This also served to increase the interface between the local pharmacy and the members of the First Nation.

The project members developed the presentation by interviewing select community members to identify learning objectives for the presentation. Next, a report detailing available community pharmacy resources was prepared in collaboration with the local pharmacy. The presentation was created and presented to community members via Facebook Live.
DOI: 10.5683/sp3/spfjwt
title: Comprehensive Resource for Healthy Medication Practices

description: The Health Services Centre (HCS) for a BC First Nation supports the community with primary and emergency care, public health programming and medications. The Centre identified a clear community for proper resources aimed at improving medication practices. Limited guidance and access to resources regarding medication practices can lead to technical and logistical concerns that can impact patient care if not appropriately addressed. 

To address this need, the HCS partnered with the Entry-to-Practice PharmD Program at the University of British Columbia to develop a Comprehensive Resource for Healthy Medication Practices (the Resource). 

The goal of this Resource is to provide a comprehensive tool for the First Nation to improve the community’s culturally safe, effective and evidence-based management of medication ordering, storage, dispensing, education and disposal. These five categories were identified by the authors as encompassing the scope of the community’s expressed needs. The Resource has been designed to be easily accessible by staff both current and future, and specifically relevant to the needs of the First Nation and the Health Services Centre. 

An environmental scan and literature review were conducted, examining existing resources pertaining to culturally safe medication practices in Indigenous communities. This data was used to create a questionnaire to identify current procedures, community opinions and community suggestions pertaining to medication practices in the First Nation. Community engagement with members of the First Nation and staff at the Health Services Centre also took place through an in-person townhall and interviews. 

The project members developed each section of the resource based on interview and questionnaire data. The Resource was reviewed by university and community partners.
DOI: 10.5683/sp3/ksvq2l
title: Community-Oriented Marijuana Education

description: The Health Services Centre and community members in a BC First Nation have identified a clear need for more education around medicinal and recreational use of marijuana/cannabis. Local healthcare providers have noted increased uses in the community. In order to increase community knowledge around marijuana, both recreationally and medicinally, this project engaged with community partners and a local pharmacy to develop an educational presentation on marijuana via Facebook Live. 

 Project members conducted one-on-one interviews with community members to better understand the marijuana use and understanding within the community. An environmental scan and literature search on marijuana use in First Nations communities and create a summary report of findings. Finally, project members created and delivered an educational session on the benefits, concerns, and availability of marijuana to the First Nation’s community through Facebook live.
DOI: 10.5683/sp3/yi75pw
title: Replication Data for: Plant growth regulation and the rebound effect when prohexadione calcium is applied to fairway height annual bluegrass and creeping bentgrass swards

description: The purpose of this study was to test the effectiveness of prohexadione calcium (PC) as a plant growth regulator (PGR) at different rates on a mixed stand canopy at fairway height under northern temperate conditions using an extended growing degree (GDD) day application schedule. Additionally, this study aimed to capture the rebound effect measured after regulation loss and subsequent applications of PC.
DOI: 10.5683/sp3/rrvi8b
title: Replication Data for: Quantifying Trade-Reducing Effects of Embargoes: Firm-Level Evidence from Russia

description: The data and programs replicate tables and figures from "Quantifying Trade-Reducing Effects of Embargoes: Firm-Level Evidence from Russia", by Miromanova. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/b5yvzm
title: Supplemental Figure S2 - Perry et al., 2023
title: Supplemental Figure S2 for "Risk factors for Salmonella Dublin on dairy farms in Ontario, Canada"

description: Supplementary Figure S2. Causal diagram for the presence of S. Dublin at the herd-level at Ontario dairy farms.
description: Microsoft PowerPoint
DOI: 10.5683/sp3/7d1yp9
title: Supplemental File S1 - Perry et al., 2023
title: Supplemental File S1 for "Risk factors for Salmonella Dublin on dairy farms in Ontario, Canada"

description: During the farm visit, the person responsible for calf care was asked to verbally answer questions posed by a research technician, and their responses were entered into an online survey software (Qualtrics; https://www.qualtrics.com/). No advice or opinions were offered by technicians while the questions were answered to avoid influencing the respondent. The questionnaire consisted of 114 multiple-choice and fill-in-the-blank questions focusing on herd demographics, within-herd and between-herd biosecurity, calving management, calf care, colostrum management, calf housing and feeding, as well as dry and milking cow management. The questionnaire was developed through a literature review of main risk factors associated with S. Dublin infection, as well as overall calf morbidity and mortality. The questionnaire was pretested on 4 dairy farms in the Guelph area before beginning data collection.