cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/yek2x4
title: Data and code for "Learning to stand with delays alters sensorimotor control but does not cause instability when returning to natural balance"
title: After-effects of learning to balance with sensorimotor delays

description: Includes data and code to replicate the figures and statistical tests from "Learning to stand with delays alters sensorimotor control but does not cause instability when returning to natural balance"
&lt;br&gt;&lt;br&gt;

Abstract:&lt;br&gt;
To maintain a bipedal posture, humans must compensate for inherent sensorimotor delays from neural conduction times and electromechanical delays. Aging and certain neurological disorders increase these delays; so, it is crucial that we adapt our control of balance to compensate for the uncertainty associated with acting on delayed sensory information. Although humans can adapt to imposed delays of 400 ms, the mechanisms underlying the adaptation process remain unknown because gross balance instability or errors are absent when returning to balancing without delays. To investigate this, we used a robotic balance simulator to impose delays of 250 ms while participants balanced upright. We characterized and modelled the adjustments in motor commands required to adapt to the addition and removal of delays. Following 20 minutes of adaptation, participants successfully maintained their balance with the imposed delay. When the delay was abruptly removed, participants remained upright with minimal changes in their whole-body oscillations, but we observed transient (5-20 s) increases in the spectral power between 1-2 Hz in the net ankle torques and lower limb muscle activity. Our model revealed that increased sensorimotor gains led to spectral changes in the balance motor commands. Our results indicate that increased sensorimotor gains are necessary to adapt balance control to longer delays and that these gains remained transiently elevated after the removal of the delays without resulting in postural instability. This highlights the remarkable adaptability of human balance control, revealing that the nervous system can flexibly adjust sensorimotor strategies to maintain balance under changing conditions.
description: More information on the LQR model and future updates can be found here: https://github.com/AminMNasr/Linear-Control.git
DOI: 10.5683/sp3/4i67ag
title: Machine learning-based garnet thermometer program

description: Garnet, found in nearly all lithologies of the lithospheric mantle &gt;~60 km depth, can be used to constrain the petrological and thermal structure of the deep lithosphere and its diamond potential, because its composition is sensitive to the temperature of last equilibration. Traditional mineral-based thermometers involving garnet either require the compositions of coexisting minerals or costly trace element analysis for Ni. Here, we developed a machine learning (ML)-based garnet thermometer that utilises the major and minor element compositions of garnets alone, including SiO₂, TiO₂, Al₂O₃, Cr₂O₃, FeO, MgO, MnO, CaO, and Na₂O. These elements can be accurately measured by electron probe microanalysis (EPMA). To construct a predictive model for garnet temperatures, we applied XGBoost (Extreme Gradient Boosting), a widely used, powerful, and scalable ML algorithm. This program provides a valuable tool for researchers studying mantle thermal structures and diamond exploration.
DOI: 10.5683/sp3/5io9wq
title: COVID-19 Infection and Immunity in Residents of Long-term Care Facilities [ C19-IIRLTF, study data contributed to the CITF Databank]

description: &lt;b&gt;Background:&lt;/b&gt; Long-term care facilities had the highest rate of COVID-19 deaths in Canada; thus, it was essential to understand the effectiveness of vaccines and the risk factors for outbreaks in the elderly residents of long-term care and retirement homes. &lt;br&gt;

 

&lt;b&gt;Aims of the CITF-funded study:&lt;/b&gt; This study aimed to 1) understand the association between outbreaks and features of long-term care and retirement homes; 2) determine the recurrence rate of outbreaks in homes that have been previously exposed; 3) describe residents’ immune response to infection and vaccination; and 4) estimate vaccine effectiveness in residents. &lt;br&gt;

 

&lt;b&gt;Methods:&lt;/b&gt; This cohort study recruited residents from participating long-term care and retirement home across Ontario through invitations from research coordinators. Study visits occurred at participants’ first dose and second dose of the COVID-19 vaccine, and then 3 weeks, 3 months, 6 months, 9, and 12 months post- second dose. For those who got a third dose, follow up was done 3 weeks, 3 months, and 6 months after their third dose. Staff, essential visitors, and resident participants were followed up every week or per visit for saliva surveillance active COVID infection . A DBS whole blood sample was given at enrolment and at each follow up for serology testing. &lt;br&gt;

 

&lt;b&gt;Contributed dataset contents: &lt;/b&gt;The datasets include 1261 participants who completed baseline surveys between January 2021 and July 2023. 90% of participants gave one or more blood samples between April 2021 and April 2023 for analysis. A total of 6078 samples were collected. Variables include data in the following areas of information: demographics (date of birth, sex, race-ethnicity, indigeneity), general health (weight and height, smoking, flu vaccination, chronic conditions), SARS-CoV-2 outcomes (positive test results, hospitalizations), SARS-CoV-2 vaccination, and serology (IgA, IgG, and IgM against SARS-CoV-2 receptor-binding domain (RBD) and spike (S) protein).
description: Data Access Portal (https://portal.citf.mcgill.ca/data-access-process)
DOI: 10.5683/sp3/llqga4
title: Replication Analytic Code for Everyday Emotion–Goal Pursuit Associations in Older Adults and the Moderation of Goal Representations

description: The data analytic code was used for all analyses reported in: Choi, Y., Zambrano Garza, E., Pauly, T., Ashe, M.C., Madden, K.M., Gerstorf, D., Hoppmann, C. A. (2025). Everyday Emotion–Goal Pursuit Associations in Older Adults and the Moderation of Goal Representations. The data analyzed during the current study are available from Dr. Christiane Hoppmann (choppmann@psych.ubc.ca) for verification purposes.
DOI: 10.5683/sp3/hkwj2z
title: Obstacle circumvention strategies during omnidirectional treadmill walking in virtual reality

description: Dataset from an obstacle circumvention task performed during overground walking in the real world (OVG-RW) and omnidirectional treadmills combined in virtual reality (ODT-VR).
The task involved circumventing a stationary interferer and circumvention strategies were contrasted between conditions.
Four consecutive blocks of trials were performed to examine the effect of practice.

Dataset 1 contains the values for each trial with an interferer interaction for the following outcome measures: minimum distance, maximum deviation, onset distance, minimum velocity, average velocity, and maximum velocity.

Dataset 2 contains trial average velocity values for each trial without and interferer.
DOI: 10.5683/sp3/er8wrn
title: Bauxite Residue in Cement Tool

description: A tool to evaluate the energy, environmental, and financial benefits of using BR in the cement.

The Excel-based tool quantifies the benefits of using bauxite residue in cement. Developed by Claudiane Ouellet-Plamondon and her students at the Ecole de Technologie Superieure (ÉTS), member of the Université du Québec, it assesses the energy, environmental, and financial benefits of using bauxite residue in the cement and concrete industry.

Designed for use by both the alumina and cement producers, the tool evaluates the use of bauxite residue as an ingredient for clinker production and as supplementary cementitious materials.

It benefits the alumina sector by providing an economic assessment for expenses and revenues related to bauxite residue storage, commercialisation, and transportation. The tool proves beneficial to the cement sector too by comparing all possible scenarios of adding bauxite residue to the baseline of normal cement plant operations and therefore ascertaining a detailed cost, energy, and emissions analysis of adding bauxite residue.
description: Un outil pour évaluer les avantages énergétiques, environnementaux et financiers de l'utilisation de résidus de bauxite dans le ciment.

L'outil basé sur Excel quantifie les avantages de l'utilisation des résidus de bauxite dans le ciment. Développé par Claudiane Ouellet-Plamondon et ses étudiants de l'École de technologie supérieure (ÉTS), membre du réseau de l'Université du Québec, il évalue les avantages énergétiques, environnementaux et financiers de l'utilisation des résidus de bauxite dans l'industrie du ciment et du béton.
20
Conçu pour les producteurs d'alumine et de ciment, l'outil évalue l'utilisation des résidus de bauxite comme ingrédient pour la production de clinker et comme matériau cimentaire supplémentaire.

Il profite au secteur de l'alumine en fournissant une évaluation économique des dépenses et des revenus liés au stockage, à la commercialisation et au transport des résidus de bauxite. L'outil s'avère également utile au secteur du ciment en comparant tous les scénarios possibles d'ajout de résidus de bauxite à la base des opérations normales d'une cimenterie et en réalisant ainsi une analyse détaillée des coûts, de l'énergie et des émissions liés à l'ajout de résidus de bauxite.
description: This Excel calculation workbook has been produced by the International Aluminium Institute (IAI) solely to provide informed comparisons of the impact of the addition of bauxite residue (BR) in cement production. Any information and results are subject to the accuracy of data inputs. All conclusions should be experimentally confirmed before any publication or implementation. The IAI holds no liability for any damages arising from the use of information generated by this workbook and makes no guarantee of
the accuracy of any subsequent adjustments or amendments. The IAI retains rights of duplication and all reproduction is subject to prior written permission.
DOI: 10.5683/sp3/r8exo3
title: Supplementary Data for "The role of androgens and global and tissue-specific androgen receptor expression on body composition, exercise adaptation, and performance"

description: Supplementary Table 1.0: Summary of global- and tissue-specific androgen receptor (AR) knockout (KO) and overexpression (OE) effects on body composition and performance outcomes in male and female mouse and rat transgenic models.
DOI: 10.5683/sp3/n7t9j1
title: Replication Data for: Evaluating the impact of sediment seeding strategies in pool-riffle restoration: Experimental insights into hydraulic and spawning habitat performance

description: This dataset contains the replication data for the paper "Evaluating the impact of sediment seeding strategies in pool-riffle restoration: Experimental insights into hydraulic and spawning habitat performance." It contains the orthophotos, bed elevation DEMs, alluvial cover maps, and grain size distribution data for the described experiments.
DOI: 10.5683/sp3/vdonnd
title: Postal Code Federal Riding File [Canada], September 2024, Census of Canada 2021
title: Postal Code Federal Riding File, September 2024
title: PCFRF, September 2024

description: &lt;p&gt;The Postal Codes by Federal Ridings File (PCFRF) is a digital file which provides a link between the six- character postal code and Canada’s federal electoral districts (which are also known as federal ridings).&lt;/p&gt;

&lt;p&gt;Elections Canada defines a federal electoral district (FED) as any place or territorial area entitled to return a Member of Parliament (MP) to serve in the House of Commons. Federal electoral district legal limits and descriptions are the responsibility of the Chief Electoral Officer, and are usually revised every ten years after the results of the decennial census. There are 338 FEDs in the 2013 Representation Order, the most recent revision of the federal electoral districts limits.&lt;/p&gt; 

&lt;p&gt;Some postal codes straddle one or more FED boundaries. The ‘unique link’ variable indicates if the postal code is linked to one or more FEDs. Users often link the postal code in their data set to the FED in the PCFRF. When performing this link, users should
be aware that the postal code in their data set may represent a mailing address used by a person, not necessarily where the person actually resides. Similarly, a postal code in a business-based mailing address may not necessarily indicate where the business activity took place.&lt;/p&gt; 

&lt;p&gt;The reference date for postal codes contained in the PCFRF is the same date as the postal codes contained in the Postal Code Conversion File (PCCF) product released concurrently with this version of the PCFRF&lt;/p&gt;
description: Postal Codes by Federal Ridings File
DOI: 10.5683/sp3/c2yd0o
title: Fichier des codes postaux par circonscriptions électorales fédérales [Canada], Septembre 2024, Recensement de la population 2021
title: Fichier des codes postaux par circonscriptions électorales fédérales, Septembre 2024
title: FCPCEF Septembre 2024

description: &lt;p&gt;Le FCPCEF est un fichier numérique qui établit un lien entre le code postal à six caractères et les circonscriptions électorales fédérales du Canada (également appelées circonscriptions fédérales).&lt;/p&gt;

&lt;p&gt;Selon Élections Canada, une circonscription électorale fédérale (CEF) est un endroit ou un territoire dont les habitants sont en droit d’élire un député à la Chambre des communes. Les limites légales et les descriptions des CEF sont du ressort du Directeur général des élections et sont généralement révisées tous les dix ans d’après les résultats du recensement décennal. Selon l’Ordonnance de représentation de 2013, dernière révision des limites des circonscriptions électorales fédérales, il y a 338 CEF au Canada&lt;/p&gt;

&lt;p&gt;Certains codes postaux chevauchent les limites d’une ou de plusieurs CEF. La variable « lien unique » indique si le code postal est lié à une ou plusieurs CEF. Les utilisateurs apparient souvent le code postal de leur ensemble de données à la CEF du FCPCEF. Lorsqu’ils effectuent ce jumelage, les utilisateurs doivent se rappeler que le code postal de leurs données peut renvoyer à l’adresse postale d’une personne, et pas nécessairement à son adresse résidentielle. De même, le code postal de l’adresse d’une entreprise n’indique pas nécessairement l’emplacement des activités de l’entreprise.&lt;/p&gt;

&lt;p&gt;La date de référence pour les codes postaux inclus dans le FCPCEF est la même date que celle retenue pour les codes postaux compris dans le Fichier de conversion des codes postaux (FCCP) diffusé en même temps que la présente version du FCPCEF&lt;/p&gt;
description: Fichier des codes postaux par circonscriptions électorales fédérales
DOI: 10.5683/sp3/d5tpms
title: Postal Code Federal Riding File [Canada], March 2024, Census of Canada 2021
title: Postal Code Federal Riding File, March 2024
title: PCFRF March 2024

description: &lt;p&gt;The Postal Codes by Federal Ridings File (PCFRF) is a digital file which provides a link between the six- character postal code and Canada’s federal electoral districts (which are also known as federal ridings).&lt;/p&gt;

&lt;p&gt;Elections Canada defines a federal electoral district (FED) as any place or territorial area entitled to return a Member of Parliament (MP) to serve in the House of Commons. Federal electoral district legal limits and descriptions are the responsibility of the Chief Electoral Officer, and are usually revised every ten years after the results of the decennial census. There are 338 FEDs in the 2013 Representation Order, the most recent revision of the federal electoral districts limits.&lt;/p&gt;

&lt;p&gt;Some postal codes straddle one or more FED boundaries. The ‘unique link’ variable indicates if the postal code is linked to one or more FEDs. Users often link the postal code in their data set to the FED in the PCFRF. When performing this link, users should be aware that the postal code in their data set may represent a mailing address used by a person, not necessarily where the person actually resides. Similarly, a postal code in a business-based mailing address may not necessarily indicate where the business activity took place.&lt;/p&gt;

&lt;p&gt;The reference date for postal codes contained in the PCFRF is the same date as the postal codes contained in the Postal Code Conversion File (PCCF) product released concurrently with this version of the PCFRF&lt;/p&gt;
description: Postal Codes by Federal Ridings File
DOI: 10.5683/sp3/pas5mi
title: Postal Code Federal Riding File [Canada], June 2024, Census of Canada 2021
title: Postal Code Federal Riding File, June 2024
title: PCFRF June 2024

description: &lt;p&gt;The Postal Codes by Federal Ridings File (PCFRF) is a digital file which provides a link between the six- character postal code and Canada’s federal electoral districts (which are also known as federal ridings).&lt;/p&gt;

&lt;p&gt;Elections Canada defines a federal electoral district (FED) as any place or territorial area entitled to return a Member of Parliament (MP) to serve in the House of Commons. Federal electoral district legal limits and descriptions are the responsibility of the Chief Electoral Officer, and are usually revised every ten years after the results of the decennial census. There are 338 FEDs in the 2013 Representation Order, the most recent revision of the federal electoral districts limits.&lt;/p&gt;

&lt;p&gt;Some postal codes straddle one or more FED boundaries. The ‘unique link’ variable indicates if the postal code is linked to one or more FEDs. Users often link the postal code in their data set to the FED in the PCFRF. When performing this link, users should be aware that the postal code in their data set may represent a mailing address used by a person, not necessarily where the person actually resides. Similarly, a postal code in a business-based mailing address may not necessarily indicate where the business activity took place.&lt;/p&gt;

&lt;p&gt;The reference date for postal codes contained in the PCFRF is the same date as the postal codes contained in the Postal Code Conversion File (PCCF) product released concurrently with this version of the PCFRF&lt;/p&gt;
description: Postal Codes by Federal Ridings File
DOI: 10.5683/sp3/gobsnn
title: Postal Code Federal Riding File [Canada], December 2024, Census of Canada 2021
title: Postal Code Federal Riding File, December 2024
title: PCFRF December 2024

description: &lt;p&gt;The Postal Codes by Federal Ridings File (PCFRF) is a digital file which provides a link between the six- character postal code and Canada’s federal electoral districts (which are also known as federal ridings).&lt;/p&gt;

&lt;p&gt;Elections Canada defines a federal electoral district (FED) as any place or territorial area entitled to return a Member of Parliament (MP) to serve in the House of Commons. Federal electoral district legal limits and descriptions are the responsibility of the Chief Electoral Officer, and are usually revised every ten years after the results of the decennial census. There are 338 FEDs in the 2013 Representation Order, the most recent revision of the federal electoral districts limits.&lt;/p&gt;

&lt;p&gt;Some postal codes straddle one or more FED boundaries. The ‘unique link’ variable indicates if the postal code is linked to one or more FEDs. Users often link the postal code in their data set to the FED in the PCFRF. When performing this link, users should be aware that the postal code in their data set may represent a mailing address used by a person, not necessarily where the person actually resides. Similarly, a postal code in a business-based mailing address may not necessarily indicate where the business activity took place.&lt;/p&gt;

&lt;p&gt;The reference date for postal codes contained in the PCFRF is the same date as the postal codes contained in the Postal Code Conversion File (PCCF) product released concurrently with this version of the PCFRF&lt;/p&gt;
description: Postal Codes by Federal Ridings File
DOI: 10.5683/sp3/gtkagg
title: Postal Code Federal Riding File [Canada], September 2022, Census of Canada 2021
title: Postal Code Federal Riding File, September 2022
title: PCFRF September 2022

description: &lt;p&gt;The Postal Codes by Federal Ridings File (PCFRF) is a digital file which provides a link between the six- character postal code and Canada’s federal electoral districts (which are also known as federal ridings).&lt;/p&gt;

&lt;p&gt;Elections Canada defines a federal electoral district (FED) as any place or territorial area entitled to return a Member of Parliament (MP) to serve in the House of Commons. Federal electoral district legal limits and descriptions are the responsibility of the Chief Electoral Officer, and are usually revised every ten years after the results of the decennial census. There are 338 FEDs in the 2013 Representation Order, the most recent revision of the federal electoral districts limits.&lt;/p&gt;

&lt;p&gt;Some postal codes straddle one or more FED boundaries. The ‘unique link’ variable indicates if the postal code is linked to one or more FEDs. Users often link the postal code in their data set to the FED in the PCFRF. When performing this link, users should be aware that the postal code in their data set may represent a mailing address used by a person, not necessarily where the person actually resides. Similarly, a postal code in a business-based mailing address may not necessarily indicate where the business activity took place.&lt;/p&gt;

&lt;p&gt;The reference date for postal codes contained in the PCFRF is the same date as the postal codes contained in the Postal Code Conversion File (PCCF) product released concurrently with this version of the PCFRF&lt;/p&gt;
description: Postal Codes by Federal Ridings File
DOI: 10.5683/sp3/jlckan
title: Postal Code Federal Riding File [Canada], March 2022, Census of Canada 2021
title: Postal Code Federal Riding File, March 2022
title: PCFRF March 2022

description: &lt;p&gt;The Postal Codes by Federal Ridings File (PCFRF) is a digital file which provides a link between the six- character postal code and Canada’s federal electoral districts (which are also known as federal ridings).&lt;/p&gt;

&lt;p&gt;Elections Canada defines a federal electoral district (FED) as any place or territorial area entitled to return a Member of Parliament (MP) to serve in the House of Commons. Federal electoral district legal limits and descriptions are the responsibility of the Chief Electoral Officer, and are usually revised every ten years after the results of the decennial census. There are 338 FEDs in the 2013 Representation Order, the most recent revision of the federal electoral districts limits.&lt;/p&gt;

&lt;p&gt;Some postal codes straddle one or more FED boundaries. The ‘unique link’ variable indicates if the postal code is linked to one or more FEDs. Users often link the postal code in their data set to the FED in the PCFRF. When performing this link, users should be aware that the postal code in their data set may represent a mailing address used by a person, not necessarily where the person actually resides. Similarly, a postal code in a business-based mailing address may not necessarily indicate where the business activity took place.&lt;/p&gt;

&lt;p&gt;The reference date for postal codes contained in the PCFRF is the same date as the postal codes contained in the Postal Code Conversion File (PCCF) product released concurrently with this version of the PCFRF&lt;/p&gt;
description: Postal Codes by Federal Ridings File