cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12619016
title: Dataset of internal migration among researchers between states in Mexico over 1996-2018

description: This dataset contains one of the main outputs of a study of internal migration among researchers in Mexico inferred from the affiliation addresses of Scopus publications from 1996-2018. Scopus data is owned and maintained by Elsevier.<br>This dataset is provided under a CC BY-NC-SA Creative Commons v 4.0 license (Attribution-NonCommercial-ShareAlike). This means that other individuals may remix, tweak, and build upon these data non-commercially, as long as they provide citations to this data repository (10.6084/m9.figshare.12619016) and the reference articles listed below, and license the new creations under the identical terms. <br>For more details about the study, please refer toMiranda-González, Andrea, Samin Aref, Tom Theile, and Emilio Zagheni. "Scholarly migration within Mexico: Analyzing internal migration among researchers using Scopus longitudinal bibliometric data." <i>EPJ Data Science </i>(2020). https://doi.org/10.1140/epjds/s13688-020-00252-9<br>The dataset is provided in a comma-separated values file (.csv file) and each row represents one movement of one researcher-active scholar from a state (source) to another state (target) in Mexico in a specific year (move_year). <br>The data can be used to produce internal migration flows for the states or possibly other migration estimates. It can also be used as an edge-list for creating a network model of migration events between states (states being the nodes of the network and each movement being represented as a directed edge from source to target).<br>A zip file of annual networks (directed and weighted) in gml format is also provided.
DOI: 10.6084/m9.figshare.12619016.v2
title: Dataset of internal migration among researchers between states in Mexico over 1996-2018

description: This dataset contains one of the main outputs of a study of internal migration among researchers in Mexico inferred from the affiliation addresses of Scopus publications from 1996-2018. Scopus data is owned and maintained by Elsevier.<br>This dataset is provided under a CC BY-NC-SA Creative Commons v 4.0 license (Attribution-NonCommercial-ShareAlike). This means that other individuals may remix, tweak, and build upon these data non-commercially, as long as they provide citations to this data repository (10.6084/m9.figshare.12619016) and the reference articles listed below, and license the new creations under the identical terms. <br>For more details about the study, please refer toMiranda-González, Andrea, Samin Aref, Tom Theile, and Emilio Zagheni. "Scholarly migration within Mexico: Analyzing internal migration among researchers using Scopus longitudinal bibliometric data." <i>EPJ Data Science </i>(2020). https://arxiv.org/abs/2004.06539<br><br>The dataset is provided in a comma-separated values file (.csv file) and each row represents one movement of one researcher-active scholar from a state (source) to another state (target) in Mexico in a specific year (move_year). <br>The data can be used to produce internal migration flows for the states or possibly other migration estimates. It can also be used as an edge-list for creating a network model of migration events between states (states being the nodes of the network and each movement being represented as a directed edge from source to target).<br><br>
DOI: 10.5281/zenodo.4159887
title: The pseudo-two-dimensional dynamics in a system of macroscopic rolling spheres - Experimental data

description: Each file has an unique experiment_id at the beginning of its name. "*_trajectories.pkl" files are stored in a compressed Python pickle format, they can be read with pandas as follows: import pandas as pd df = pd.read_pickle(file_dir_name, compression='xz') "_info.txt" files cointain all the physical details of each experiment
DOI: 10.14278/rodare.326
title: In situ study of the synthesis of thorite (ThSiO4) under environmental representative conditions

description: Thorite, ThSiO<sub>4</sub> with Zircon structure type, is one of the most abundant natural source of thorium on earth. While actinides are known to form nanoparticles in silicate medium, no direct link between those colloids and crystalline form of thorite was evidenced until now. Here we show that thorite can be produced in experimental conditions close to environmental pH and temperature. Thanks to in-situ Small and Wide Angle X-rays Scattering (SWAXS) measurements, colloids of a few nanometers are first evidenced for low reaction time. These colloids exhibit elongated shapes and finally tend to aggregate after the size has reached 10 nm. Once aggregated, the system goes through a maturation step finishing with the emergence of nanocrystallites presenting thorite zircon structure. This maturation step is longer when the reaction temperature is decreased highlighting kinetic considerations. The conclusions of this article have potential implications in the paragenesis of Th minerals deposits, but also in the behaviour of Th and, by analogy, tetravalent actinides in the environment. The Th-silicate colloids evidenced in this work have, at low temperature and at near neutral pH, a long-term stability and a morphology in favor of a high mobility in groundwaters. If these species are formed in more diluted media, this could be problematic regarding to the spreading of Th and, by analogy of others tetravalent actinides in the environment.
DOI: 10.14278/rodare.325
title: In situ study of the synthesis of thorite (ThSiO4) under environmental representative conditions

description: Thorite, ThSiO<sub>4</sub> with Zircon structure type, is one of the most abundant natural source of thorium on earth. While actinides are known to form nanoparticles in silicate medium, no direct link between those colloids and crystalline form of thorite was evidenced until now. Here we show that thorite can be produced in experimental conditions close to environmental pH and temperature. Thanks to in-situ Small and Wide Angle X-rays Scattering (SWAXS) measurements, colloids of a few nanometers are first evidenced for low reaction time. These colloids exhibit elongated shapes and finally tend to aggregate after the size has reached 10 nm. Once aggregated, the system goes through a maturation step finishing with the emergence of nanocrystallites presenting thorite zircon structure. This maturation step is longer when the reaction temperature is decreased highlighting kinetic considerations. The conclusions of this article have potential implications in the paragenesis of Th minerals deposits, but also in the behaviour of Th and, by analogy, tetravalent actinides in the environment. The Th-silicate colloids evidenced in this work have, at low temperature and at near neutral pH, a long-term stability and a morphology in favor of a high mobility in groundwaters. If these species are formed in more diluted media, this could be problematic regarding to the spreading of Th and, by analogy of others tetravalent actinides in the environment.
DOI: 10.14278/rodare.336
title: Particle dataset for constructing mineral processing case studies

description: This file contains a train and a test datasets that can be used to construct fictional mineral processing studies, on a particle level, using known equations for different separation techniques. This data was collected with a mineral liberation analyzer at the Helmholtz Institute Freiberg for Resource Technology. The probabilities, and classes present together with the data are part of a publication in the journal of cleaner production. These could be simply removed in order to construct new cases.
DOI: 10.14278/rodare.335
title: Particle dataset for constructing mineral processing case studies

description: This file contains a train and a test datasets that can be used to construct fictional mineral processing studies, on a particle level, using known equations for different separation techniques. This data was collected with a mineral liberation analyzer at the Helmholtz Institute Freiberg for Resource Technology. The probabilities, and classes present together with the data are part of a publication in the journal of cleaner production. These could be simply removed in order to construct new cases.
DOI: 10.14278/rodare.296
title: Formation of PuSiO4 under hydrothermal conditions

description: Attempts to synthesize plutonium (IV) silicate, PuSiO<sub>4</sub>, have been performed on the basis of the results recently reported in the literature for CeSiO<sub>4</sub>, ThSiO<sub>4</sub> and USiO<sub>4</sub> under hydrothermal conditions. Although it was not possible to prepare PuSiO<sub>4</sub> by applying the conditions reported for thorium and uranium, an efficient way of PuSiO<sub>4</sub> synthesis was established following those optimized for CeSiO<sub>4</sub> system. This method was based on the slow oxidation of plutonium (III) silicate reactants under hydrothermal conditions at 150°C in hydrochloric acid (pH = 3 – 4). This result shed a new light on the potential behavior of plutonium in reductive environment, highlighted the representativeness of cerium surrogates to study plutonium in such conditions and brought some important pieces of information on plutonium chemistry in silicate solutions.
DOI: 10.14278/rodare.295
title: Formation of PuSiO4 under hydrothermal conditions

description: Attempts to synthesize plutonium (IV) silicate, PuSiO<sub>4</sub>, have been performed on the basis of the results recently reported in the literature for CeSiO<sub>4</sub>, ThSiO<sub>4</sub> and USiO<sub>4</sub> under hydrothermal conditions. Although it was not possible to prepare PuSiO<sub>4</sub> by applying the conditions reported for thorium and uranium, an efficient way of PuSiO<sub>4</sub> synthesis was established following those optimized for CeSiO<sub>4</sub> system. This method was based on the slow oxidation of plutonium (III) silicate reactants under hydrothermal conditions at 150°C in hydrochloric acid (pH = 3 – 4). This result shed a new light on the potential behavior of plutonium in reductive environment, highlighted the representativeness of cerium surrogates to study plutonium in such conditions and brought some important pieces of information on plutonium chemistry in silicate solutions.
DOI: 10.6084/m9.figshare.13160399
title: Trait based responses GEB

description: Climate and land-use change severity alter trait-based responses to habitat conversion. Contains all necessary data and code to reproduce analyses presented in paper.
DOI: 10.14278/rodare.318
title: PIMC data for the uniform electron gas in the high energy density regime

description: PIMC data for the static density response obtained by Dornheim et al. (Plasma Phys. Control. Fusion, https://doi.org/10.1088/1361-6587/ab8bb4). These data can be freely used by other researchers and contain a README file with additional information.
DOI: 10.14278/rodare.317
title: PIMC data for the uniform electron gas in the high energy density regime

description: PIMC data for the static density response obtained by Dornheim et al. (Plasma Phys. Control. Fusion, https://doi.org/10.1088/1361-6587/ab8bb4). These data can be freely used by other researchers and contain a README file with additional information.
DOI: 10.17632/6p8mmdhr49.1
title: Data for: The Short-form Orebro Musculoskeletal Pain Questionnaire (OMPQ-10): associations with determinants of health and demographics in a musculoskeletal pain cohort

description: Orebro short form analysis for a patient cohort seeking osteopathy care.
DOI: 10.6084/m9.figshare.12430124.v1
title: Does person-centred care improve outcomes for musicians fitted with hearing protectors?

description: <b>Objective:</b> To reduce the risk of hearing injury, musicians are often recommended custom-made musicians’ hearing protectors (MHP). Studies report benefits of use however, many still report challenges leading to relatively low uptake and inconsistent usage. Person-centred approaches to health have been shown to improve patient outcomes, and these principles may be translatable to musicians’ hearing care. The aim was to investigate if use of, and satisfaction with, MHP is influenced by the treatment delivered to musicians by audiologists. <b>Design:</b> Participants were randomly allocated to one of four conditions that varied in extent of person-centred care. <b>Study sample:</b> Forty-two musicians with an interest in purchasing MHP were recruited. <b>Results:</b> Satisfaction with MHP was high overall and users reported a reduction in incidence of tinnitus. Participants reported few issues related to sound quality, however insertion difficulty was the main problem reported. Only one musician self-identified the need for alterations to their MHP. <b>Conclusions:</b> Adoption of person-centred approaches to MHP was not found to increase likelihood of use, however, satisfaction was high across all conditions. Most often, the need for MHP alterations were clinician-identified during fitting appointments or follow-up contact, underscoring the importance of including these components when providing audiological services to musicians.
DOI: 10.6084/m9.figshare.12430124
title: Does person-centred care improve outcomes for musicians fitted with hearing protectors?

description: <b>Objective:</b> To reduce the risk of hearing injury, musicians are often recommended custom-made musicians’ hearing protectors (MHP). Studies report benefits of use however, many still report challenges leading to relatively low uptake and inconsistent usage. Person-centred approaches to health have been shown to improve patient outcomes, and these principles may be translatable to musicians’ hearing care. The aim was to investigate if use of, and satisfaction with, MHP is influenced by the treatment delivered to musicians by audiologists. <b>Design:</b> Participants were randomly allocated to one of four conditions that varied in extent of person-centred care. <b>Study sample:</b> Forty-two musicians with an interest in purchasing MHP were recruited. <b>Results:</b> Satisfaction with MHP was high overall and users reported a reduction in incidence of tinnitus. Participants reported few issues related to sound quality, however insertion difficulty was the main problem reported. Only one musician self-identified the need for alterations to their MHP. <b>Conclusions:</b> Adoption of person-centred approaches to MHP was not found to increase likelihood of use, however, satisfaction was high across all conditions. Most often, the need for MHP alterations were clinician-identified during fitting appointments or follow-up contact, underscoring the importance of including these components when providing audiological services to musicians.
DOI: 10.5281/zenodo.4159869
title: Earthquakes in Spain - August to October 2020

description: Earthquakes in Spain from 1st August 2020 to 30th October 2020. Fields: Date (DD/MM/YYYY) Time UTC (hh:mm:ss) Latitude (signed float) Latitude Cardinal (character) Longitude (signed float) Longitude Cardinal (character) Depth (integer) Magnitude Type (string) Magnitude (unsigned float) Region (string) Last Update (DD/MM/YYYY hh:mm:ss) Earthquake ID (integer)
DOI: 10.5281/zenodo.4159868
title: Earthquakes in Spain - August to October 2020

description: Earthquakes in Spain from 1st August 2020 to 30th October 2020. Fields: Date (DD/MM/YYYY) Time UTC (hh:mm:ss) Latitude (signed float) Latitude Cardinal (character) Longitude (signed float) Longitude Cardinal (character) Depth (integer) Magnitude Type (string) Magnitude (unsigned float) Region (string) Last Update (DD/MM/YYYY hh:mm:ss) Earthquake ID (integer)
DOI: 10.13140/rg.2.2.11462.50241
title: Researcher Academy HIV-related haematological malignancies: a joint Series from The Lancet Haematology and The Lancet HIV
DOI: 10.14278/rodare.255
title: 2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma

description: These are the results from the analyses presented in a paper submitted to Scientific Reports. The zip file contains the trained model files and the plots that were used in the manuscript. Code for reproduction of our analyses can be obtained from https://github.com/oncoray/cnn-hnscc. There, you also find instructions on how to load our models.
DOI: 10.14278/rodare.254
title: 2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma

description: These are the results from the analyses presented in a paper submitted to Scientific Reports. The zip file contains the trained model files and the plots that were used in the manuscript. Code for reproduction of our analyses can be obtained from https://github.com/oncoray/cnn-hnscc. There, you also find instructions on how to load our models.
DOI: 10.5281/zenodo.4159915
title: Replication File for Paper "The Role of Time, Weather and Google Trends in Understanding and Predicting Web Survey Response"

description: This updated zip file contains the necessary codes and data files to reproduce all the findings presented in the accepted manuscript "The Role of Time, Weather and Google Trends in Understanding and Predicting Web Survey Response" by Qixiang Fang, Joep Burger, Ralph Meijers and Kees van Berkel. Compared with the last one, this new version provides more instructions in the README.txt files and indicates the exact versions of R, R studio and the R packages used.
DOI: 10.5281/zenodo.3381280
title: Replication File for Paper "The Role of Time, Weather and Google Trends in Understanding and Predicting Web Survey Response"

description: This updated zip file contains the necessary codes and data files to reproduce all the findings presented in the accepted manuscript "The Role of Time, Weather and Google Trends in Understanding and Predicting Web Survey Response" by Qixiang Fang, Joep Burger, Ralph Meijers and Kees van Berkel. Compared with the last one, this new version provides more instructions in the README.txt files and indicates the exact versions of R, R studio and the R packages used.
DOI: 10.6084/m9.figshare.11918328
title: PolyADPribosilation and DNA damage in VERO

description: This dataset evidences the absence of synthetic lethality among PARP inhibitor Olaparib and a cocktail towards DNA repair enzymes including: ATM inhibitor KU55933, DNA-PK inhibitor KU-0060648 and LigIV inhibitor SCR7 pyrazine.<br><br>
DOI: 10.6084/m9.figshare.11918328.v1
title: PolyADPribosilation and DNA damage in VERO

description: This dataset evidences the absence of synthetic lethality among PARP inhibitor Olaparib and a cocktail towards DNA repair enzymes including: ATM inhibitor KU55933, DNA-PK inhibitor KU-0060648 and LigIV inhibitor SCR7 pyrazine.<br><br>
DOI: 10.25318/3710019001-eng
title: Postsecondary education savings for children aged 17 and under, by region

description: Savings by parents and guardians for the postsecondary education of their children aged 17 and under, by region. Statistics presented include the percentage of children with postsecondary education savings, the percentage of children with savings who have a Registered Education Savings Plan (RESP), and the average dollar value of the RESP.
DOI: 10.25318/3710019001-fra
title: L'épargne pour les études postsecondaires des enfants âgés de 17 ans et moins, selon la région

description: L'épargne des parents et des tuteurs pour les études postsecondaires de leurs enfants âgés de 17 ans et moins, selon la région. Les statistiques présentées incluent le pourcentage d’enfants qui ont de l’épargne pour les études postsecondaires, le pourcentage d’enfants ayant de l’épargne qui ont un régime enregistré d'épargne-études (REEE), et la valeur moyenne en dollars du REEE.
DOI: 10.17632/d57tsxbpbr.1
title: kaveh-123

description: lolol
DOI: 10.25318/3710019101-eng
title: Postsecondary education savings for children aged 17 and under, by parental characteristics

description: Saving by parents and guardians for the postsecondary education of their children aged 17 and under, by parental characteristics. These parental characteristics include their age, the household income, their educational hope for the child, and their highest level of education. Statistics presented include the percentage of children with postsecondary education savings, the percentage of children with savings who have a Registered Education Savings Plan (RESP), and the average dollar value of the RESP.
DOI: 10.25318/3710019101-fra
title: L'épargne pour les études postsecondaires des enfants âgés de 17 ans et moins, selon les caractéristiques du parent

description: L'épargne des parents et des tuteurs pour les études postsecondaires de leurs enfants âgés de 17 ans et moins, selon les caractéristiques du parent. Ces caractéristiques du parent incluent leur âge, le revenu du ménage, leur aspiration à l’égard de l’éducation de l’enfant, et leur plus haut niveau de scolarité. Les statistiques présentées incluent le pourcentage d’enfants qui ont de l’épargne pour les études postsecondaires, le pourcentage d’enfants ayant de l’épargne qui ont un régime enregistré d'épargne-études (REEE), et la valeur moyenne en dollars du REEE.
DOI: 10.25318/3710019201-eng
title: Postsecondary education savings for children aged 17 and under, by child characteristics

description: Savings by parents and guardians for the postsecondary education of their children aged 17 and under, by child characteristics. These characteristics include their age, their sex, and their grade (percentage) when last in elementary or secondary school. Statistics presented include the percentage of children with postsecondary education savings, the percentage of children with savings who have a Registered Education Savings Plan (RESP), and the average dollar value of the RESP.
DOI: 10.5281/zenodo.3969507
title: Speech Quality Apollo Corpus

description: 32 audio clips extracted from the Apollo Space Program archive recordings annotated with subjective intelligibility and non-intrusive objective metrics. <strong>Please cite if you use this dataset:</strong> A. Ragano, E. Benetos, and A. Hines, "Development of a speech quality database under uncontrolled conditions", in Proc. 21st Annual Conference of the International Speech Communication Association (INTERSPEECH), pp. 4616-4620, Oct. 2020 Paper available here https://www.isca-speech.org/archive/Interspeech_2020/pdfs/1899.pdf <strong>Annotations:</strong> <strong>google_wer: </strong>word-error-rate of Google speech-to-text API <strong>mosnet:</strong> objective quality score of MOSNet metric <strong>srmr: </strong>objective quality score of SRMR metric <strong>p563: </strong>objective quality score of ITU-T P.563 <strong>subjwer</strong>: mean word-error-rate of the study participants See INTERSPEECH manuscript for more information
DOI: 10.5281/zenodo.3969506
title: Speech Quality Apollo Corpus

description: 32 audio clips extracted from the Apollo Space Program archive recordings annotated with subjective intelligibility and non-intrusive objective metrics. <strong>Please cite if you use this dataset:</strong> A. Ragano, E. Benetos, and A. Hines, "Development of a speech quality database under uncontrolled conditions", in Proc. 21st Annual Conference of the International Speech Communication Association (INTERSPEECH), pp. 4616-4620, Oct. 2020 Paper available here https://www.isca-speech.org/archive/Interspeech_2020/pdfs/1899.pdf <strong>Annotations:</strong> <strong>google_wer: </strong>word-error-rate of Google speech-to-text API <strong>mosnet:</strong> objective quality score of MOSNet metric <strong>srmr: </strong>objective quality score of SRMR metric <strong>p563: </strong>objective quality score of ITU-T P.563 <strong>subjwer</strong>: mean word-error-rate of the study participants See INTERSPEECH manuscript for more information