cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/t36w8l
title: Replication data for: In pursuit of a better broiler: carcass traits and muscle myopathies in conventional and slower-growing strains of broiler chickens

description: Selection for accelerated growth rate and high breast yield in broiler chickens have been associated with an increase in myopathies, including wooden breast (WB) and white striping (WS). To investigate effects of growth rate on carcass traits and incidence of myopathies, 14 strains were evaluated, encompassing 2 conventional(CONV; strains B and C: ADG0-48 &gt; 60 g/d)and 12 slower-growing (SL) strains. The latter were categorized based on growth rate: FAST (strains F, G, I and M; ADG0-62=53−55 g/d), MOD (strains E, H, O and S; ADG0-62=50-51 g/d), and SLOW (strains D, J, K and N; ADG0-62&lt;50 g/d). In a randomized incomplete block design, 7,216 mixed-sex birds were equally allocated into 164 pens (44 birds/pen; 30 kg/m2), with each strain represented in 8 to 12 pens over 2 to 3 production cycles. From each pen, 4 males and 4 females were processed at 2 Target Weights (TWs) based on their expected time to reach 2.1 kg BW (TW 1: 34 d for CONV; 48 d for SL strains) and 3.2 kg BW (TW 2: 48 d for CONV; 62 d for SL strains). Weights and yields for the carcass, breast, drumsticks, thighs, and wings were obtained; breast fillets were assessed to determine the presence and severity of WB and WS. At both TWs, breast yield was higher as growth rate increased (P &lt; 0.001), with CONV having greater breast yield than other categories. Strain F had the greatest breast yield at both TWs (P &lt; 0.001) within the FAST category. At TW 2, CONV had the greatest incidence of WB and WS (P &lt; 0.001). However, within FAST, strain F had the greatest incidence of myopathies (P &lt; 0.001) at both TWs, exhibiting values as high or as greater than CONV birds. The incidence of WB and WS in strains with differing growth rates but high breast meat yield suggests that the latter may play a major role in the occurrence of these myopathies.
DOI: 10.5683/sp3/vnc0rr
title: Data for Toluene NAPL Oxidation by Ferrous Activated Persulfate in a Fractured Rock Glass Replica

description: Dat for experiments of toluene NAPL oxidation by persulfate in a rock fracture
DOI: 10.5683/sp3/slr3gf
title: Data from: Hotspots for social and ecological impacts from freshwater stress and storage loss

description: Humans and ecosystems are deeply connected to, and through, the hydrological cycle. However, impacts of hydrological change on social and ecological systems are infrequently evaluated together at the global scale. Here, we focus on the potential for social and ecological impacts from freshwater stress and storage loss. We find basins with existing freshwater stress are drying (losing storage) disproportionately, exacerbating the challenges facing the water stressed versus non-stressed basins of the world. We map the global gradient in social-ecological vulnerability to freshwater stress and storage loss and identify hotspot basins for prioritization (n = 168). These most-vulnerable basins encompass over 1.5 billion people, 17% of global food crop production, 13% of global gross domestic product, and hundreds of significant wetlands. There are thus substantial social and ecological benefits to reducing vulnerability in hotspot basins, which can be achieved through hydro-diplomacy, social adaptive capacity building, and integrated water resources management practices.
description: R: A Language and Environment for Statistical Computing, 4.1.1
description: raster: Geographic Data Analysis and Modeling, R package version 3.5-2
description: sf: Simple Features for R, R package version 1.0-3
description: gdalUtils: Wrappers for the Geospatial Data Abstraction Library (GDAL) Utilities, R package version 2.0-3
description: spatstat.geom: Geometric Functionality of the ‘spatstat’ family, R package version 2.3-0
DOI: 10.5683/sp3/v9sc8m
title: Supplemental materials for Navel healing in male and female Holstein calves over the first 14 days of life: A longitudinal cohort study

description: &lt;p&gt;Supplemental tables and figures for Navel healing in male and female Holstein calves over the first 14 days of life: A longitudinal cohort study. The supplemental materials include:&lt;/p&gt;&lt;p&gt;&lt;li&gt;A modified calf vitality score sheet;&lt;/li&gt;&lt;li&gt;Reference material describing and illustrating navel healing and measurements outcomes.; and,&lt;/li&gt;&lt;li&gt;Descriptive statistics of navel measurements by day evaluated over a 14 day observation period following birth in 68 male and female calves at the University of Guelph Livestock Research and Innovation Center, Dairy Facility in Elora, Ontario, Canada.&lt;/li&gt;&lt;/p&gt;
DOI: 10.5683/sp3/1cjxc0
title: Retention of larval skin traits in adult amphibious killifishes: A cross-species investigation

description: The purpose of this study was to investigate the hypothesis that unique skin traits in adult amphibious fishes are the result of the retention of larval traits. To test this hypothesis we examined the skin of fishes spanning a range of amphibiousness across development.
DOI: 10.5683/sp3/6xr5ly
title: Replication Data and Code for: Oil Price Shocks, Firm Entry and Exit in a Heterogeneous Firm Model

description: The data and programs replicate tables and figures from "Oil Price Shocks, Firm Entry and Exit in a Heterogeneous Firm Model", by Patra. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/q82bsu
title: Replication Data and Code for: Export tax rebates and resource misallocation: Evidence from a large developing country

description: The data and programs replicate tables and figures from "Export tax rebates and resource misallocation: Evidence from a large developing country", by Weinberger, Xuefeng and Yasar. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/btjakf
title: Replication Data and Code for: The smile curve: Evolving sources of value added in manufacturing

description: The data and programs replicate tables and figures from "The smile curve: Evolving sources of value added in manufacturing", by Baldwin and Ito. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/jwwjwo
title: Replication Data and Code for: How the Breadth and Depth of Import Relationships Affect the Performance of Canadian Manufacturers

description: The data and programs replicate tables and figures from "How the Breadth and Depth of Import Relationships Affect the Performance of Canadian Manufacturers", by Bombardini, Head, Tito and Wang. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/5mgoso
title: eTable 1: Sensitivity analysis using different definitions of "rapid bone loss."

description: Supplementary data table for the mansucript, "Apparent “Rapid Loss” After Short-Interval Bone Density Testing in Menopausal Women is Usually a Measurement Artifact"
DOI: 10.5683/sp3/la0ybj
title: Replication Data and Code for: Group Size and Matching Protocol in Contests

description: The data and programs replicate tables and figures from "Group Size and Matching Protocol in Contests", by Baik, Chowdhury, and Ramalingam. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/bxu1us
title: Replication Data and Code for: Measuring the gig economy in Canada using administrative data

description: The data and programs replicate tables and figures from "Measuring the gig economy in Canada using administrative data", by Jeon, Liu and Ostrovsky. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/asjqck
title: Replication Data and Code for: Gender Identity and Relative Income within Households: Evidence from Canada

description: The data and programs replicate tables and figures from "Gender Identity and Relative Income within Households: Evidence from Canada", by Doumbia and Goussé. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/eibwfn
title: Replication Data and Code for: The Economic Benefits of Recreation in Canada

description: The data and programs replicate tables and figures from "The Economic Benefits of Recreation in Canada", by Lloyd-Smith. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/zhk3a2
title: Replication Data and Code for: Multinational banks in regulated markets: Is financial integration desirable?

description: The data and programs replicate tables and figures from "Multinational banks in regulated markets: Is financial integration desirable?", by Haufler and Wooton. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/kprodn
title: Replication Data and Code for: Estimating the Impacts of Payroll Taxes: Evidence from Canadian Employer-Employee Tax Data

description: The data and programs replicate tables and figures from "Estimating the Impacts of Payroll Taxes: Evidence from Canadian Employer-Employee Tax Data", by Deslauriers, Dostie, Gagné and Paré. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/r8hn1d
title: Replication Data and Code for: Innis Lecture: Return on Student Loans in Canada

description: The data and programs replicate tables and figures from "Innis Lecture: Return on Student Loans in Canada", by Lochner, Liu and Gervais. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/gq8duy
title: Replication Data and Supplementary Material for: Public attitude towards and perceptions of dairy cattle welfare in cow-calf management systems differing in type of social and maternal contact

description: We investigated how Canadian and American participants in an online survey would perceive cow-calf management systems differing in type of social and maternal contact allowed. Attitudes and perceptions of animal welfare were more positive towards the system where calves were not separated from the cows, compared to systems in which the calf was separated and individually housed, separated and group housed, or separated and kept with a foster cow. Participants appeared to value the mother cow-calf relationship and were less accepting of cow-calf management systems that involved separating the calf from their mother.
DOI: 10.5683/sp3/k9jxtk
title: Data for: The mining industry would benefit economically from a global tax on carbon emissions

description: This data supplements our publication "An unlikely pairing: the mining industry economically benefits from a global tax on carbon emissions". This data is used to test the impact of a hypothetical international carbon taxation regime on a subsection of the mining industry compared to other sectors. A financial model was developed to calculate the cost of carbon taxes for 23 commodities across three industries. The findings show that, given any level of taxation tested, most mining industry commodities would not add more than 30% of their present product value. Comparatively, commodities such as coal could be taxed at more than 150% of their current product value under more intense carbon pricing initiatives, thereby accelerating the transition to renewable energy sources and the consequent demand benefits for mined metals.
DOI: 10.5683/sp3/baqm4v
title: Replication Data and Code for: Do Age of Consent Laws Decrease Teen Births?

description: The data and programs replicate tables and figures from "Do Age of Consent Laws Decrease Teen Births?", by Lepage. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/t3151f
title: Census of Population, 1921 [Canada]: Selected Tables for Census Subdivisions and Census Divisions [Excel]

description: &lt;p&gt;CCRI Selected Published Tables Data Files:&lt;/p&gt;

&lt;p&gt;For each census from 1911-1951, a series of published volumes and tables were produced by the Dominion of Canada’s statistical agency. From those published books, the CCRI made a selection of 23 tables which contain information regarding particular topics such as: population (male and female counts), number of dwellings, households and families, as well as religion and origin of the people.&lt;/p&gt;

&lt;p&gt;For 1921, selected tables from published volumes (1) included:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Population, Canadian, British and Foreign born, classified by sex for counties or census divisions, 1921&lt;/li&gt;
&lt;li&gt;Population classified according to principal origins of the people by counties or census divisions, 1921&lt;/li&gt;
&lt;li&gt;Population classified according to principal religions of the people by counties or census divisions, 1921&lt;/li&gt;
&lt;li&gt;Dwellings and households, classified as rural and urban, for counties or census divisions, 1921&lt;/li&gt;
&lt;/ul&gt;
DOI: 10.5683/sp3/xghju2
title: Census of Population, 1931 [Canada]: Selected Tables for Census Subdivisions and Census Divisions [Excel]

description: &lt;p&gt;CCRI Selected Published Tables Data Files:&lt;/p&gt;

&lt;p&gt;For each census from 1911-1951, a series of published volumes and tables were produced by the Dominion of Canada’s statistical agency. From those published books, the CCRI made a selection of 23 tables which contain information regarding particular topics such as: population (male and female counts), number of dwellings, households and families, as well as religion and origin of the people.&lt;/p&gt;

&lt;p&gt;For 1931, selected tables from published volumes (2 & 5) included:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Population, Canadian, British and Foreign born, classified by sex, for municipalities, townships or other subdivisions, 1931&lt;/li&gt;
&lt;li&gt;Population classified according to principal origins for municipalities, etc., 1931&lt;/li&gt;
&lt;li&gt;Population classified according to principal religions for municipalities, etc., 1931&lt;/li&gt;
&lt;li&gt;Buildings (containing dwellings), dwellings and households, classified as rural and urban, for counties and census divisions, 1931&lt;/li&gt;
&lt;/ul&gt;
DOI: 10.5683/sp3/mixxwq
title: Census of Population, 1941 [Canada]: Selected Tables for Census Subdivisions and Census Divisions [Excel]

description: &lt;p&gt;CCRI Selected Published Tables Data Files:&lt;/p&gt;

&lt;p&gt;For each census from 1911-1951, a series of published volumes and tables were produced by the Dominion of Canada’s statistical agency. From those published books, the CCRI made a selection of 23 tables which contain information regarding particular topics such as: population (male and female counts), number of dwellings, households and families, as well as religion and origin of the people.&lt;/p&gt;

&lt;p&gt;For 1941, selected tables from published volumes (2 & 5) included:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Population by principal origins, for census subdivisions, 1941&lt;/li&gt;
&lt;li&gt;Population by selected religious denominations, for census subdivisions, 1941&lt;/li&gt;
&lt;li&gt;Buildings, dwellings, households and families, showing tenure and type of dwelling, and composition of households and families, for counties, rural and urban, 1941&lt;/li&gt;
&lt;/ul&gt;
DOI: 10.5683/sp3/npeko1
title: Census of Population, 1951 [Canada]: Selected Tables for Census Subdivisions and Census Divisions [Excel]

description: &lt;p&gt;CCRI Selected Published Tables Data Files:&lt;/p&gt;

&lt;p&gt;For each census from 1911-1951, a series of published volumes and tables were produced by the Dominion of Canada’s statistical agency. From those published books, the CCRI made a selection of 23 tables which contain information regarding particular topics such as: population (male and female counts), number of dwellings, households and families, as well as religion and origin of the people.&lt;/p&gt;

&lt;p&gt;For 1951, selected tables from published volumes (1 & 3) included:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Population by census subdivisions, 1871-1951&lt;/li&gt;
&lt;li&gt;Population by sex for census subdivisions, 1951&lt;/li&gt;
&lt;li&gt;Population by origin and sex, for counties and census divisions, 1951&lt;/li&gt;
&lt;li&gt;Population by specified religious denominations, for census subdivisions, 1951&lt;/li&gt;
&lt;li&gt;Households by number of persons and average number of persons per household, for counties and census divisions, rural farm, rural non-farm, and urban, 1951&lt;/li&gt;
&lt;li&gt;Occupied dwellings by tenure, for counties and census divisions, rural farm, rural non-farm, and urban, 1951&lt;/li&gt;
&lt;li&gt;Occupied dwellings by tenure showing type of dwelling, for counties and census divisions, 1951&lt;/li&gt;
&lt;/ul&gt;
DOI: 10.5683/sp3/vyy5tc
title: Bayesian estimation of diagnostic accuracy of somatic cell counts history and on-farm milk culture using Petrifilm® to identify quarters or cows that should be treated with antimicrobials in selective treatment protocols at dry off

description: Preventive Veterinary Medicine – j.prevetmed.2021.105452 Supplementary materials II.
DOI: 10.5683/sp3/dpzucn
title: NWTC Store and Warehouse -- Herschel Island -- Laser Scanning -- Metadata -- 2018/19

description: This data set contains the metadata for the twenty-seven (27) scans of the Northern Whaling and Trading Company Store and Warehouse, Herschel Island. All data was captured by the Capture2Presev team. Eleven (11) scans were collected on the exterior were collected with the Z+F 5010X on the 14th July, 2018, and registered with Laser Control V.8.9 . Sixteen (16) scans of the interior were collected with the Leica BLK 360 on the 7th July, 2019, and registered with AutoDesk ReCap Mobile and Pro V.6.1. The exterior and interior scans were registered together with Autodesk ReCap Pro V.6.1.
description: Published under the Creatives Common License CC BY-NC 4.0.
DOI: 10.5683/sp3/sejura
title: Scott Brown (Virtu-WIL)

description: Virtu-WIL case. Psych interview agitated patient
description: OLab
description: This zip file should contain a secondary zip file. The secondary zip file is Medbiq MVP formatted export of the scenario. It can be imported into an OLab4 or OpenLabyrinth v3 server for further editing on that server. If you do not see a zip file in this listing, the uploading author may have forgotten to create one. In this case, download all of the files that you see attached to this dataset and compress them into a single zip file, which you can then import into your OLab server.
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: README on what to do with these files
-----------------------------------------------

You have downloaded an OLab zip file. See the second zip file contained within this download. Extract it and save it as a single zip file so this can be imported into an existing OpenLabyrinth v3 or OLab4 server. You do not need to expand this second zip file -- the import process will expand the contents into the correct locations on the OLab server. 

What are OLab scenarios?
An OLab virtual scenario is a case or story, or it might be a wee test to challenge your learners. It might be a simple 3-step set of pages and questions. It might be a complex choose-your-own-adventure style of branching narrative. 

Why do I need an OLab server?
To simply play the original scenario, look at the metadata in the Dataverse that you downloaded this zip from. There will be a link to a playable version - for this, you only need a web browser. (No software download needed.) 

But if you want to be able to edit the scenario, examine how it was crafted or use it as a template on which to build a new one, you start with this zip file and import it into an OLab server. 

You will need an account on that OLab server that gives you author privileges. 

If you do not have an account, contact us using the contact information given in the metadata in the Dataverse. 

How do I import this scenario into an OLab server?
There are more detailed instructions available in the OLab User Guide. 
Briefly the steps are as follows:
1. Login to your OLab server as usual. 
2. Under the Labyrinths or Maps menu, click on Import
3. Tell the server which zip file to import.
4. It should only take a few seconds to import most zip files. More complex scenarios might take a couple of minutes at most. 
5. When imported, the scenario should appear in your list of Labyrinths or Maps.
DOI: 10.5683/sp3/oujwxp
title: Needs assessment of nurse researchers through a research lifecycle framework

description: Conducted in April and May 2021, this needs assessment of nurse researchers at the Okanagan and Vancouver campuses of the University of British Columbia used a research lifecycle framework to better understand researcher needs at different stages of the lifecycle. The survey was administered, distributed, and analyzed using Qualtrics. This data set presents aggregated data for 30 nurse researchers at UBC as well as the survey instrument and text from the initial email survey invitation.
DOI: 10.5683/sp3/22dgij
title: Koroshi research materials

description: This dataset brings together materials from Maryam Nourzaei's research on the Koroshi language community in southern Iran.
DOI: 10.5683/sp3/7icjk4
title: Japanese knotweed increases soil erosion on riverbanks

description: The objective of this study was to evaluate the influence of the invasive Japanese knotweed on riverbank erosion along a river invaded by the species, within a context of floods with ice. The elevation along 120 cross-sectional riverbank profiles, occupied or not by knotweed, was measured before and after the spring flood of 2019. Data included in this database are those used in two statistical models predicting riverbank erosion, one based on presence/absence of knotweed, the other on stem density.
DOI: 10.5683/sp3/k26lxj
title: SS2 Biosignals and Sleep stages
title: SS2 Biosignaux et stades de sommeil

description: &lt;p&gt;The SS2 subset of the Montreal Archive of Sleep Studies (MASS) cohort is an open-access database of laboratory-based polysomnography (PSG) recordings defined as :&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;19 subjects (age 23.6&plusmn;3.7 years, age range: 18-33 years)
&lt;ul&gt;
&lt;li&gt;8 males (age 24.3&plusmn;4.2 years, age range: 19-33 years)&lt;/li&gt;
&lt;li&gt;11 females (age 23.2&plusmn;3.5 years, age range: 18-30 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;19 PSG recordings (whole night) "* PSG.edf"&lt;br /&gt;
&lt;ul&gt;
&lt;li&gt;19 electrodes in the EEG montage
&lt;ul&gt;
&lt;li&gt;reference is computed linked-ear (CLE)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;4 EOG channels&lt;/li&gt;
&lt;li&gt;1 bipolar EMG&lt;/li&gt;
&lt;li&gt;1 ECG channel&lt;/li&gt;
&lt;li&gt;Respiratory thermistance&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;19 Sleep staging files "* Base.edf" &lt;/li&gt;
&lt;li&gt;Sleep stage scoring rules : R&amp;K&lt;/li&gt;
&lt;li&gt;Page size (s) : 20&lt;/li&gt;
&lt;/ul&gt;
description: Harmonie, 5.4
description: Sleep stage scoring does not necessarily start at the beginning of the PSG recording.
Sleep spindles and k-complexes scoring are available in the dataset named "SS2 Sleep Annotations" (https://doi.org/10.5683/SP3/Y889CS).
DOI: 10.5683/sp3/krsiyz
title: Replication Data and Code for: Economics research in Canada: a long-run assessment of journal publications

description: The data and programs replicate tables and figures from "Economics research in Canada: a long-run assessment of journal publications", by Davies, Kocher and Sutter. Please see the ReadMe file for additional details.
DOI: 10.15468/dl.3ad7j9
title: Occurrence Download

description: A dataset listing the 13539 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-99.34575 19.16866,-98.95016 19.16866,-98.95016 19.56725,-99.34575 19.56725,-99.34575 19.16866))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 13539 records were derived from 585 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046569-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.