cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/lllef8
title: Data for "Head kinematic variability is minimal near preferred cadence and independent of the vestibular control of locomotion"

description: Data and code to replicate the figures in "Head kinematic variability is minimal near preferred cadence and independent of the vestibular control of locomotion"
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&lt;strong&gt; Abstract &lt;/strong&gt; &lt;br&gt;
The unstable nature of our bipedal posture requires continuous feedback to maintain internal estimates of self-motion and generate appropriate balance-correcting responses. This feedback control process involves the integration of multisensory information, including vestibular cues of head motion. Minimizing head motion variability may optimize the information transmitted by vestibular signals that are important for balance control and consequently drive vestibular contributions to locomotion which decrease as we move faster. In this study, participants walked outdoors at 40% to 140% of their preferred step cadence while we characterized head kinematic variability across strides and vestibular-evoked balance responses to electrical vestibular stimulation, a common method to generate virtual signals of head movement. Head kinematic variability was lowest near participants’ preferred step cadences (90-126 steps/min) and gait speeds (1.1-1.7 m/s) while vestibular-evoked responses decreased exponentially as step cadence and gait speed increased. Hence, the minima of head kinematic variability were close to preferred step cadences, near previously established minima for the metabolic cost of locomotion. However, the relationship between head kinematic variability and vestibular-evoked balance responses was inconsistent across all step cadences, suggesting that head kinematic variability did not drive vestibular-evoked balance response magnitude. The observed reduction in the variability of head motion signals at the preferred locomotor cadence/speed may serve to improve our self-motion estimates and reduce information processing requirements to ensure effective navigation, thereby potentially contributing to the well-established minimum in metabolic cost near preferred cadence.
DOI: 10.5683/sp3/jxv38u
title: Seasonal analysis of road embankments built on permafrost: the case of the Inuvik Tuktoyaktuk Highway

description: The data were measured in the active layer and the backfill material of a section of the Inuvik Tuktoyaktuk Highway (NWT, Canada) road embankment built on permafrost. Dataset consists of soil temperature and moisture, soil modulus obtained with a dynamic penetrometer (PANDA) and a portable deflectometer (LWD); stress and strain generated in both layers by the passage of a heavy vehicle at various speed and thaw period.
DOI: 10.5683/sp3/dtqk6b
title: Development of a mechanistic-empirical design method for unpaved resource access roads integrating risk assessment

description: The data are from laboratory testing and consist of mechanical properties of soil obtained with triaxial cyclic test; and stress and strain generated in soil by the passage of a heavy vehicle simulator at various speed. Soil temperature and modulus elastic were also measured.
DOI: 10.5683/sp3/gqqi2m
title: Replication data: Visualization of Staphylococcus aureus in the bovine mammary gland by fluorescence in situ hybridization

description: This Dataverse contains high-resolution images of FISH hybridization with a S.aureus-specific probe of infected bovine udder samples collected from the cow identified as cow #1 in the associated article. A low-resolution version was presented in the article. CLSM images of S. aureus aggregates (red) within the tissue (blue).
DOI: 10.5683/sp3/oeli2w
title: Supplementary Data Tables for: Microbial Response Following a Carboxymethyl Cellulose-Stabilized Sulfidated Nano Zero-Valent Iron Injection: A Long-Term Field Study

description: Supplementary data tables for understanding and regenerating figures in "Microbial Response Following a Carboxymethyl Cellulose-Stabilized Sulfidated Nano Zero-Valent Iron Injection: A Long-Term Field Study".
DOI: 10.5683/sp3/ky9s5a
title: Enquête sur la population active, février 2025 [Canada]
title: Labour Force Survey, February 2025 [Canada]
title: EPA février 2025

description: L'Enquête sur la population active (EPA) fournit des estimations de l'emploi et du chômage. Parmi les principales séries de données économiques mensuelles, les estimations de l'EPA sont les premières à être rendues publiques, les résultats de l'enquête étant diffusés 10 jours seulement après la fin de la collecte. Les données de l'EPA sont utilisées pour produire le très connu taux de chômage ainsi que d'autre indicateurs de base du marché de travail tel que le taux d'emploi et le taux d'activité. Les données de l'EPA sont utilisées pour produire le très connu taux de chômage ainsi que d'autre indicateurs de base du marché de travail tel que le taux d'emploi et le taux d'activité. En plus, l'EPA procure également des estimations de l'emploi selon l'industrie, la profession, les secteurs publics et privés, le nombre d'heures travaillées et davantage. Il est possible de croiser ces séries selon une variété de caractéristiques démographiques. Des estimations sont diffusées pour le Canada, les provinces, les territoires et pour plusieurs régions infraprovinciales. Pour les employés, des données sur les salaires, la couverture syndicale, la permanence de l'emploi et la taille de l'établissement sont également disponibles. 
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Ces données sont utilisées par les différents paliers de gouvernements pour évaluer et planifier les programmes d'emploi au Canada. Les taux de chômage régionaux sont utilisés par Emploi et Développement social Canada pour déterminer l'admissibilité au régime d'assurance-emploi, de même que le niveau et la durée des prestations pour les personnes qui vivent à l'intérieur d'une région d'assurance-emploi donnée. Les données sont utilisées par les analystes du marché du travail, les économistes, les consultants, les planificateurs, les prévisionnistes ainsi que les universitaires et ce, autant du secteur public que privé.
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description: Enquête sur la population active
DOI: 10.5683/sp3/thztjc
title: Battery Pack with Introduced Faults Dataset - Air Cooled SBLimotive 5Ah

description: This dataset is intended for training and validating lithium-ion battery pack thermal fault detection algorithms. It features an air-cooled lithium-ion battery pack (LIBP) extracted from a plug-in hybrid vehicle (PHEV). The pack comprises 72 series-connected SB Limotive cells, each with a nominal capacity of 5.2Ah. Thermal fault simulations were conducted, including coolant pump malfunctions, flow blockages, and sensor failures, during 6C charge cycles and drive cycle tests (HWFET, LA92, UDDS, and US06). Testing was performed in a thermal chamber at 25°C and 15°C using a D&V Electronics tester, with data collected via the Orion BMS.
DOI: 10.5683/sp3/dqkzb9
title: Replication Data and Code for: Geographical Protections and Trade: Product-level Evidence from EU Agreements

description: The data and programs replicate tables and figures from "Geographical Protections and Trade: Product-level Evidence from EU Agreements," by Kuenzel. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/3n6jvz
title: Influence of the coating on the interfacial heat transfer coefficient in hot stamping of Al-Si coated 22MnB5 steel

description: This dataset contains raw temperature data used to derive heat transfer coefficients (HTCs), the derived HTCs, along with roughness and coating thickness measurements in https://doi.org/10.1007/s00170-025-15339-8.
description: MATLAB, 2024b
DOI: 10.5683/sp3/bznqds
title: Replication Data for: Impact of Bulk Conduction Phenomena on the Temporal Stability of Piezoelectric Behaviour of Engineered PDMS Ferroelectrets

description: This dataset contains experimental measurements related to the electrical properties of ferroelectret and PDMS (polydimethylsiloxane) films, including piezoelectric, dielectric, and conduction characteristics under various conditions. The data covers:
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&lt;li&gt;&lt;b&gt;Piezoelectric d33 Coefficient Stability:&lt;/b&gt; Time-dependent measurements for ferroelectrets of different thicknesses (600–1400 μm) poled at 5 and 6 MV/m.&lt;/li&gt;

&lt;li&gt;&lt;b&gt;Surface Potential and Conductivity:&lt;/b&gt; Measurements of conductivity versus surface potential for PDMS films charged via impulse and corona methods, along with the apparent distribution of charge traps below the conduction band.&lt;/li&gt;

&lt;li&gt;&lt;b&gt;Surface Potential Decay:&lt;/b&gt; Analysis of decay rates versus surface potential for impulse and corona-charged PDMS films, including log-log representations at different initial potentials.&lt;/li&gt;

&lt;li&gt;&lt;b&gt;Polarization-Electric Field Characteristics:&lt;/b&gt; First and fifth voltage loop measurements for polypropylene and PDMS ferroelectrets of varying thicknesses (600–1400 μm), including comparisons between ferroelectrets and unstructured PDMS films.&lt;/li&gt;

&lt;li&gt;&lt;b&gt;Charge Transport Behavior:&lt;/b&gt; Current flow through PDMS films of 200–600 μm thickness under electric fields of 0.5, 4, and 8 MV/m, along with apparent bulk resistivity analysis at these fields.&lt;/li&gt;

&lt;li&gt;&lt;b&gt;Surface Potential Decay Filtering:&lt;/b&gt; Normalized and filtered decay data for 1 mm thick PDMS films charged using different methods.&lt;/li&gt;&lt;/ul&gt;
DOI: 10.5683/sp3/3wm1sp
title: Replication Data for: Individualising galvanic vestibular stimulation further improves visuomotor performance in Parkinson’s disease

description: This dataset contains data from a study investigating the effects of galvanic vestibular stimulation on visuomotor performance inpatients with Parkinson's disease.

Abstract
Impaired motor function is a defining characteristic of Parkinson’s disease (PD). Galvanic vestibular stimulation (GVS) has been proposed as a potential non-invasive intervention to enhance motor performance; however, its efficacy depends on both stimulation parameters and electrode configuration. In this study, we examined the effects of two-pole and three-pole GVS configurations, utilising different stimulation parameters, on motor performance in individuals with PD. Twelve participants with PD were administered eight distinct subthreshold amplitude-modulated GVS stimuli, along with sham stimulation, while performing a visuomotor target tracking task. Analysis of tracking error demonstrated substantial inter-individual variability in response to different stimuli and electrode configurations. While the three-pole configuration yielded superior motor performance in some cases, the two-pole configuration was more effective in others. The most effective overall stimulus across all subjects, characterised by an envelope frequency of 30 Hz and a carrier frequency of 110 Hz, improved motor performance by 25% relative to the sham stimulus. Moreover, tailoring the stimulation parameters to the individual further enhanced performance by an additional 24%. These findings suggest that GVS can yield significant motor improvements in individuals with PD. Furthermore, individualised optimisation of stimulation parameters, including the selection of the appropriate electrode configuration, may further enhance therapeutic efficacy.
description: MATLAB
DOI: 10.5683/sp3/gcul0x
title: 3-step Starter case for teaching

description: Demo of a generic starter, containing a bunch of commonly used tweaks, as a template for future cases.
Has starting Annotation field comment, a sample Question, a help Section with TW5 generic help file and RTB button, and a generic Feedback note for the Session Report.
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
description: Since 2012, this case has been played 105 times.
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.
DOI: 10.5683/sp3/0zkazt
title: Peds Trisomy 21 case series

description: Trisomy 21 case for Peds case series.
See Author information
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: Since 2012, this case has been played 193 times.
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
DOI: 10.5683/sp3/vdtdfb
title: Testy Tessa - virtual learner

description: Virtual learner case series for workshop. GERD. Tessa loves her tests. Can you curb her over-investigation?
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
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: Since 2012, this case has been played 112 times.
DOI: 10.5683/sp3/azmnp5
title: Reverse Rupert - virtual learner

description: Virtual learner about reverse presentation technique. Abdo pain case.
description: OLab
description: Since 2012, this case has been played 102 times.
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
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.
DOI: 10.5683/sp3/iwakex
title: Glacial Glen - virtual learner

description: Virtual learner for workshop. Steps to try with a learner who is habitually slow. No right answers. Shorter and not complicated.
description: OLab
description: Information about OLab4 is available at https://olab.ca

Information about OLab3 is available at https://openlabyrinth.ca
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: Since 2012, this case has been played 111 times.
DOI: 10.5683/sp3/rl7pz9
title: Zebra Zach - virtual learner

description: Virtual learner about trouble with selectiveness and prioritization. Headache case.
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: Since 2012, this case has been played 102 times.
DOI: 10.5683/sp3/mhjrio
title: Evaluating Large Language Models for Narrative Topic Labeling (NLP4DH 2025)

description: Human annotated data for evaluating LLMs on the task of topic labeling.
DOI: 10.5683/sp3/vcjrah
title: Score Study: a cohort of COVID-19 in Health Care workers in Ontario
title: Cohort Study

description: This collection of data is from a longitudinal study of health care workers from Longterm Care facilities and one acute care hospital in Southeastern Ontario
description: SPSS
DOI: 10.5683/sp3/ohyojv
title: Postal Code Conversion File [Canada], March 2025, Census of Canada 2021
title: Postal Code Conversion File, March 2025, Census of Canada 2021
title: PCCF March 2025

description: &lt;p&gt;The Postal Code Conversion File (PCCF) is a digital file which provides a correspondence between the Canada Post Corporation (CPC) six-character postal code and Statistics Canada's standard geographic areas for which census data and other statistics are produced. Through the link between postal codes and standard geographic areas, the PCCF permits the integration of data from various sources. The Single Link Indicator provides one best link for every postal code, as there are multiple records for many postal codes.&lt;/p&gt; 

&lt;p&gt;New to the June 2022 version, a separate data file is available for retired postal codes. The retired file uses the same record layout as the PCCF file. The same syntax file can be used for both the PCCF data file and the retired data file.&lt;/p&gt; 

&lt;p&gt;The geographic coordinates attached to each postal code on the PCCF are commonly used to map the distribution of data for spatial analysis (e.g., clients, activities). The location information is a powerful tool for planning, or research purposes. &lt;/p&gt; 

&lt;p&gt;The geographic coordinates, which represent the standard geostatistical areas linked to each postal code&lt;sup&gt;OM&lt;/sup&gt; on the PCCF, are commonly used to map the distribution of data for spatial analysis (e.g., clients, activities). The location information is a powerful tool for marketing, planning, or research purposes. In April 1983, the Statistical Registers and Geography Division released the first version of the PCCF, which linked postal codes&lt;sup&gt;OM&lt;/sup&gt; to 1981 Census geographic areas and included geographic coordinates. Since then, the file has been updated on a regular basis to reflect changes. For this release of the PCCF, the vast majority of the postal codes&lt;sup&gt;OM&lt;/sup&gt; are directly geocoded to 2021 Census geography while others are linked via various conversion processes. A quality indicator for the confidence of this linkage is available in the PCCF. &lt;/p&gt;
description: Postal Code Conversion File
DOI: 10.5683/sp3/7ffdq1
title: Fichier de conversion des codes postaux [Canada], mars 2025, Recensement de la population 2021
title: Fichier de conversion des codes postaux [Canada], mars 2025
title: FCCP mars 2025

description: Le Fichier de conversion des codes postaux (FCCP) est un fichier numérique qui permet d'établir un lien entre les codes postaux à six caractères fournit par la Société canadienne des postes (SCP) et les unités géographiques normalisées de Statistique Canada pour lesquelles les données du recensement et d'autres statistiques sont produites. Les liens entre les codes postaux et les unités géographiques normalisées font du FCCP un outil permettant d'intégrer des données de diverses sources.

Pour obtenir le fichier de conversion des codes postaux ou pour des questions, consultez la personne-ressource IDD de votre établissement d'enseignement.

Les coordonnées géographiques attribuées à chaque code postal dans le FCCP sont généralement utilisées pour cartographier la distribution des données aux fins d'analyse spatiale (p. ex., les clients, les activités). Les renseignements sur la localisation s'avèrent un outil puissant aux fins de planification ou de recherche.

C'est en avril 1983 que la Division de la géographie a diffusé une première version du FCCP qui établissait un lien entre les codes postaux et les unités géographiques du recensement et comprenait des coordonnées géographiques. Depuis, le fichier a été actualisé de façon périodique afin de refléter les changements. Pour la présente édition du FCCP, les codes postaux sont directement géocodés aux régions géographiques du Recensement de 2021. Un indicateur de qualité pour la confiance de ce lien est disponible dans le FCCP.
description: Fichier de conversion des codes postaux
DOI: 10.5683/sp3/kq4evg
title: Are Onscreen Cursor Movements Influenced by the Ebbinghaus Illusion? Exploring Perception-Action Interaction in a Virtual Environment

description: Excel spreadsheet data.
DOI: 10.5683/sp3/akqbqj
title: Postal Code Federal Riding File [Canada], March 2025, Census of Canada 2021
title: Postal Code Federal Riding File, March 2025
title: PCFRF March 2025

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