cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/tydams
title: Replication data for: Tachinid flies (Diptera), caterpillar hosts (Lepidoptera) and their food plants, reared in the Area de Conservación Guanacaste (ACG), north west Costa Rica: Documenting community structure with the aid of DNA barcodes

description: Underlying raw data of all Tachinidae rearings data for Supplemental Table 1 in the article "Tachinid flies (Diptera), caterpillar hosts (Lepidoptera) and their food plants, reared in the Area de Conservación Guanacaste (ACG), north west Costa Rica: Documenting community structure with the aid of DNA barcodes".
description: We wish to recognize and thank the literally thousands of Costa Rican and international people, experiences, and institutions that have contributed and continue their thinking and support for the content of this work. We are especially grateful for the staff and institutions that have created and maintained ACG since the beginning of its existence in 1966 and full germination in 1985. Without that, these ideas and reality would not exist, nor would there be the opportunity to notice what is happening to its biodiversity.
DOI: 10.5683/sp3/tfej8s
title: Replication Data for: CLIC5A binds to and stabilizes the open and active conformation of ezrin
title: A direct interaction between CLIC5A and ERM proteins

description: This dataset contains original and replicative data for the publication "CLIC5A binds to and stabilizes the open and active conformation of ezrin" by Md. Mizanur Rahman, Jong S. Kim, Laiji Li, M. Rafid Feisal, Kevin Y.L. Mak, Mahtab Tavasoli, Zhixiang Wang, Barbara J. Ballermann and Peter M. Hwang from the Departments of Medicine, Physiology, Genetics and Biochemistry, at the University of Alberta.
DOI: 10.5683/sp3/g8ygzn
title: ELITE Program for Black Youth Report | Rapport du Programme ELITE pour la jeunesse noire

description: &lt;b&gt;Introduction&lt;/b&gt;
&lt;p&gt;Created by Black professionals for aspiring
Black professionals, the ELITE Program
addresses the gap between entrepreneurial
opportunities and Black Youth. The program
offers experiential learning, networking, and
mentorship to enhance the upward mobility of
youth in the entrepreneurial and employment
spaces&lt;/p&gt;

&lt;b&gt;L'introduction&lt;/b&gt;
&lt;p&gt;Créé par des professionnel.le.s noir.e.s pour de
futur.e.s professionnel.le.s noir.e.s, le
Programme ELITE comble le vide entre les
opportunités entrepreneuriales et les jeunes
noir.e.s. Le programme offre un apprentissage
pratique, le réseautage et le mentorat pour
améliorer la mobilité ascendante des jeunes
dans les domaines de l’entrepreneuriat et de
l’emploi.&lt;/p&gt;
DOI: 10.5683/sp3/pmlx4x
title: Supplemental Code and Derived Models for "Accounting for spatiotemporally correlated errors in wind speed for remote surveys of methane emissions"

description: Individual files comprising:
1) supplemental figures for all derived region-averaged wind speed error models, including the Canadian provinces of British Columbia, Alberta, and Saskatchewan; the U.S. state of North Dakota; a combined Saskatchewan - North Dakota model; and the country of Colombia. 
2) Python code (WindSpeed.py) for interfacing with and applying these models, as well as Jupyter Notebook and a .pdf file outlining how to use the code.
3) Data file (wind-error-models.pickle) containing model coefficients that is read by the Python code
DOI: 10.5683/sp3/yzbcgr
title: Sable Island sediment temperature data

description: The files in this dataset relate to the paper "Beach infiltration and morphodynamics revealed through multi-depth sediment temperatures" by Cantelon et al. (2025) in Hydrological Processes. See "read me" file for more details.
DOI: 10.5683/sp3/4ipees
title: Enquête sur la population active, juin 2025 [Canada]
title: Labour Force Survey, June 2025 [Canada]
title: EPA juin 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. 
&lt;br&gt;
&lt;br&gt;
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.
&lt;br&gt;
description: Enquête sur la population active
DOI: 10.5683/sp3/is9m7p
title: Enquête sur la population active, juillet 2025 [Canada]
title: Labour Force Survey, July 2025 [Canada]
title: EPA juillet 2025

description: 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.
&lt;br&gt;
&lt;br&gt;
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.
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;Activité statistique&lt;/b&gt;
&lt;br&gt;
Ensemble, quatre programmes statistiques brossent un portrait plus complet des événements actuels liés au marché du travail. Il s'agit de l'Enquête sur la population active (EPA), de l'Enquête sur l'emploi, la rémunération et les heures de travail (EERH), des Statistiques de l'assurance-emploi (SAE) et de l'Enquête sur les postes vacants et les salaires (EPVS). Chaque mois, l'EPA fournit des données actuelles sur le marché du travail, dont le taux de chômage, et une analyse démographique. Plus tard, le rapport de l'EERH présente des données plus détaillées sur l'emploi et la rémunération de l'industrie non agricole, et l'EPVS présente des données sur les indicateurs préliminaires sur les postes vacants. Les SAE fournissent beaucoup de détails sur les prestations d'assurance-emploi selon la région géographique, les caractéristiques sociodémographiques et la profession antérieure. Chaque trimestre, l'EPVS fournit des renseignements détaillés sur les postes vacants selon la profession et la région économique.
&lt;br&gt;
&lt;br&gt;
description: Enquête sur la population active
DOI: 10.5683/sp3/0mhzoj
title: Forest disturbance preferences in the western forest regions of Canada

description: A key feature of most forest regions of western Canada are the cycles of natural disturbance that help to renew the forest and maintain a healthy forest landscape. These disturbances include fire insect and disease as well as Indigenous uses of fire. Forest managers also implement timber harvesting to support economic activities and create patterns of disturbance that are similar to natural processes. There are choices and trade-offs between these disturbance types that are often difficult to make. The dataset includes responses from 2606 residents of Alberta, Saskatchewan and Manitoba. Utilizing a factorial survey experiment (vignettes), data provides insights into the social acceptability of forest disturbance and the factors leading to acceptable forest management practices.
DOI: 10.5683/sp3/rxcwfx
title: Bipartite network plots of Lake Huron salmonid gut contents sampled in 2020 and 2021

description: Two separate bipartite plots depicting the composition of the diets of Lake Huron salmonids from 2020-2021 based on visual identification (by weight) and sequencing (template match counts).
DOI: 10.5683/sp3/tcoc7r
title: Fractional magnetization plateaus in Er2Be2GeO7

description: Raw data used in the manuscript "Fractional magnetization plateaus in Er2Be2GeO7".
DOI: 10.5683/sp3/7zhi0g
title: Classical Playlists from CBC Music

description: Classical music broadcast on CBC English Radio between 1 June 2021 and 31 May 2023. Includes broadcast date, program, start time, piece title, performers and composers.
description: Data was provided by CBC at the request of a music professor in June 2023, and is provided as is.
DOI: 10.5683/sp3/nbbgbc
title: Canadians’ Understanding of Issues Related to the Aging Population

description: In order to better understand the public’s understanding and expectations of the retirement income system, the department of Human Resources and Skills Development commissioned Ipsos Reid to conduct quantitative opinion research among Canadians. This research was designed to provide a snapshot of current understanding of retirement-income related issues.

Ipsos Reid fielded a questionnaire written by HRSDC and performed data analysis to provide a weighted representation of the general public.

The methodology for this quantitative portion of this study involved a large-scale national telephone survey with a sample of 2,500 Canadians to allow for significant regional, demographic and attitudinal breakouts. A custom CATI telephone survey was conducted among Canadians aged 18 and older, sampled using random digit dialing. The average survey length was 10 minutes.
description: This dataset was downloaded from the Canadian Open Government Portal. The Summary and Methodology Report from Ipsos Reid was downloaded from Library and Archives Canada. Syntax was created from the provided files to create variable and value labels to improve ease of use. Both modified and original versions of the data are being made available here and are provided as is by the Canadian Public Data Rescue Initiative.
DOI: 10.5683/sp3/faevkn
title: Data in support of Steamed hay for the prevention of severe equine asthma exacerbations

description: Data in support of Steamed hay for the prevention of severe equine asthma exacerbations
DOI: 10.5683/sp3/bw4fk8
title: Data from: Environmental and geographic conditions on the breeding grounds drive Bergmannian clines in nightjars

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Aim: To evaluate (1) whether three migratory nightjar species (Family Caprimulgidae) adhere to Bergmann's rule, (2) whether environmental factors on the breeding or wintering grounds determine body size, and (3) which mechanistic hypotheses best explain Bergmannian patterns in body size.&lt;/p&gt;
&lt;p&gt;Location: North and South America; Europe, and Africa.&lt;br&gt;Taxon: Eastern whip‐poor‐will (&lt;em&gt;Antrostomus vociferus&lt;/em&gt;), Common nighthawk (&lt;em&gt;Chordeiles minor&lt;/em&gt;), and European nightjar (&lt;em&gt;Caprimulgus europaeus&lt;/em&gt;).&lt;/p&gt;
&lt;p&gt;Methods: We used GPS tracking and morphometric data to assess competing hypotheses explaining variation in body size for each species, based on their breeding (n = 3388) and wintering (n = 189) locations.&lt;/p&gt;
&lt;p&gt;Results: All three species exhibited Bergmannian patterns in body size, providing the first evidence that nightjars conform to Bergmann's rule despite adaptations to severe environmental conditions. Environmental and geographic variables at breeding sites were stronger predictors of body size than wintering‐site variables. Although we found partial support for Bergmann's temperature regulation hypothesis, geographic variables, rather than specific environmental factors, emerged as the strongest predictors of body size variation.&lt;/p&gt;
&lt;p&gt;Main conclusions: Latitude and longitude correlated strongly with environmental variables and migratory distance; thus, these geographical variables likely encompass many factors that influence body size in nightjars. The present study is among the first to use tracking data from individual birds to understand how environmental pressures across the annual cycle are related to body size. Our findings highlight the critical role of geographic breeding‐ground factors in shaping Bergmannian patterns, offering robust evidence to support nearly two centuries of research since Bergmann's rule was first described in 1847.&lt;/p&gt;
description: <b>Dryad version number:</b> 5
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/dataset/doi:10.5061/dryad.pnvx0k6xw
<b>Storage size:</b> 34891050
<b>Visibility:</b> public
DOI: 10.5683/sp3/2xpcwk
title: Replication Data for: Influence of Mine Dewatering-Effluent Cycling on Arsenic Loading in a Gold Mine Tailings Containment Area

description: Replication data for Influence of Mine Dewatering-Effluent Cycling on Arsenic Loading in a Gold Mine Tailings Containment Area.
description: Microsoft Excel
DOI: 10.5683/sp3/y2lha1
title: Predictive Modelling of Lake Ontario Shipwrecks

description: Data and code used to develop a predictive model of nineteenth century accidental shipwrecks locate in Lake Ontario, Canada.
DOI: 10.5683/sp3/nmxtsu
title: Replication data for: Volume kinetics of crystalloid and colloid solutions administered to healthy anesthetized cats

description: The dataset contains physiological vital sign and biochemical data collected from awake and anesthetized cats who were given a fluid bolus (either 20 mL/kg of a balanced isotonic crystalloid solution (PLA) or 5 mL/kg of 6% tetrastarch 130/0.4 solution (T-HES) administered over 15 minutes. Plasma dilution was calculated as a surrogate for 'fluid' concentration in the plasma along with cumulative urine output as the primary input data to do volume kinetic modeling in &lt;a href="https://www.certara.com/software/phoenix-nlme/"&gt;Phoenix NLME&lt;/a&gt; software. The dataset contains 2 XLS spreadsheets that contain the formatted data for import into Phoenix- one for each fluid type, and 1 XLS spreadsheet that contains the combined datasets that was used for descriptive statistical analysis. Finally the dataset contains 2 PDF documents that are copies of the HISTORY of the Phoenix output that allows the user to uncover the settings and approach that was used to model the data and complete the Phoenix Volume Kinetic Analysis.
description: Phoenix NLME, 8.3.5.340
DOI: 10.5683/sp3/jdhscr
title: o1

description: Contains benchmarked results of o1 model for PhIDO
DOI: 10.6084/m9.figshare.30664394
title: A Simplified Model for Predicting Minimum Miscibility Pressure of CO2 Flooding in Reservoirs of the Ordos Basin

description: Minimum miscibility pressure (MMP) is a critical parameter in reservoir screening and development design for CO2 flooding projects. With the expanding implementation of CO2 flooding in the Ordos Basin, practical challenges have emerged, including difficulties in acquiring crude oil samples and the high testing cost during the screening phase. Through experimental measurements and theoretical analysis, significant compositional similarities among different crude oils were revealed. Based on this finding, a simplified MMP prediction model was developed , requiring only reservoir temperature as input. Among the evaluated models, the quadratic polynomial expression achieved the highest fitting accuracy (R2=0.841) and the smallest root mean square error (RMSE).
DOI: 10.6084/m9.figshare.30664394.v1
title: A Simplified Model for Predicting Minimum Miscibility Pressure of CO2 Flooding in Reservoirs of the Ordos Basin

description: Minimum miscibility pressure (MMP) is a critical parameter in reservoir screening and development design for CO2 flooding projects. With the expanding implementation of CO2 flooding in the Ordos Basin, practical challenges have emerged, including difficulties in acquiring crude oil samples and the high testing cost during the screening phase. Through experimental measurements and theoretical analysis, significant compositional similarities among different crude oils were revealed. Based on this finding, a simplified MMP prediction model was developed , requiring only reservoir temperature as input. Among the evaluated models, the quadratic polynomial expression achieved the highest fitting accuracy (R2=0.841) and the smallest root mean square error (RMSE).
DOI: 10.5683/sp3/amu5vb
title: o3-mini

description: o3-mini benchmark data, contains 102 prompts and 5 trials per prompt.
DOI: 10.5683/sp3/dqdyie
title: DeepSeek-R1

description: DeepSeek-R1 benchmark data, contains 102 prompts and 5 trials per prompt.
DOI: 10.5683/sp3/l11sjr
title: nemotron-ultra

description: nemotron-ultra testbench data, contains 102 prompts and 5 trials per prompt.
DOI: 10.5683/sp3/jtdxf1
title: gemini-1.5-pro

description: gemini-1.5-pro benchmark dataset
DOI: 10.5683/sp3/4p2e37
title: gemini-2.5-pro

description: Gemini-2.5-pro benchmark results, contains 102 prompts and 5 trial results per prompt.
DOI: 10.5683/sp3/agc2zf
title: Claude Opus 4

description: Contains testbench data for Claude Opus 4, 102 prompts and 5 trials per prompt.
DOI: 10.5683/sp3/5gjksr
title: Evaluated Results

description: Spreadsheets of evaluated results for all models, including token benchmarking results.
DOI: 10.5683/sp3/ga7lfn
title: Replication Data for Cleaning Out the Closet: Protective Factors Mitigating Internalized Homophobia

description: This dataset was used to examine protective factors mitigating internalized homophobia, including exposure to sexual minorities, social support, self-esteem, and education level. The sample included 307 undergraduate students from MacEwan University. Participants completed self-report measures assessing internalized homophobia, exposure to sexual minorities, social support, self-esteem, and education level, as well as demographic questions related to age, gender identity, ethnicity, and socioeconomic status.
DOI: 10.5683/sp3/bcso0z
title: A Survey Dataset of Health Sciences Librarians’ Attitudes and Behaviours on Research Data Management and Sharing of Knowledge Synthesis Search Strategies

description: This study investigated the perspectives of Canadian health sciences librarians on the research data management aspects of knowledge synthesis search strategies and the potential barriers they may face. The specific research questions guiding the project include: 

RQ1: What are health sciences librarians’ perspectives on retaining intellectual ownership and control over their contributions to knowledge synthesis?   

RQ2: Where do they publish or share their contributions (e.g., search strategies)? 

RQ3: What are health sciences librarians’ perspectives on applying research data management (RDM) competencies and practices to their intellectual work regarding knowledge synthesis projects?  

To address these research questions, we developed and implemented a survey of health science librarians across Canada in 2024. 

This dataset contains a README file (TXT), documentation (PDFs), the anonymized quantiative dataset (CSV and TAB), R markdown notebook scripts to produce the figures (RMD), and the anonymized qualitative responses and analysis codes (CSV and TAB), as well as a codebook for the qualitative analysis.
description: REDCap
DOI: 10.5683/sp3/xja1w6
title: Supplementary Material for "Perceptions of interprofessional collaboration among University of Montreal’s pediatric residents rotating through the pediatric intensive care unit: Mixed-method analysis of the current situation and recommendations for future innovative teaching-learning activities"

description: This file contains all supplementary material supporting the publication of the aforementioned article, including a Standards for Reporting Qualitative Research (SRQR) checklist, surveys and questionnaires used for the study, and supplemental results.
DOI: 10.5683/sp3/ddkhyt
title: A Protocol for Systematic Review of Prognostic Models for Cardiovascular Disease Applicable to Survivors of Adolescent and Young Adult Cancer: Extended Data Materials

description: This file is co-published alongside the open-access protocol "A Protocol for Systematic Review of Prognostic Models for Cardiovascular Disease Applicable to Survivors of Adolescent and Young Adult Cancer" on Health Open Research. It contains extended data materials/appendices such as draft search criteria, screening criteria, data extraction templates, and the relevant completed reporting guideline checklist.
DOI: 10.5683/sp3/x8onic
title: Fit parameters and GEOS-Chem output for emulator of effects of meteorology on ozone, NOx, and PM2.5

description: Emulator of effects of meteorology on surface ozone, NOx, and PM2.5 over eastern Canada. Based on output of GEOS-Chem simulations (version 13.3.4, doi:10.5281/zenodo.5764874) over eastern Canada (35 N to 65 N, 90 W to 50 W) at 0.5x0.625 degree resolution. Simulations spanned 1981-1985, 1990-1994, 2000-2004, and 2010-2014 inclusive.

Fit parameters were derived by singular value decomposition followed by multi-linear regression. See accompanying papers for details.

Each file contains the spatially-gridded fit parameters for a single sensitivity simulation (base, noQC, noCA, or noUS), month of year, and output species (O3, NOx, PM2.5, or component species of PM2.5: black carbon (BC), mineral dust smaller than 2.5 microns (DSTPM2.5), ammonium (NH4), nitrate (NIT), fine sea-spray (SALA), organic aerosol (OA), and sulphate (SO4) ). Temporal means and temporal variability of the meteorological data are also included in files with fit parameters for convenience.

Output from GEOS-Chem has been subset to the lowest model level to keep the size of the archive within required limits. Further, while output is daily resolution, each year from each simulation has been archived together using tar.
description: GEOS-Chem, 13.3.4
DOI: 10.57745/rxlx7n
title: base_de_donnes_agrivoltaisme_france.tab

description: Fichier excel contenant les feuillets suivants : 
- Overview AV France
- Liste des sites
- Répartition des sites sur le territoire
- Développeurs photovoltaïques