cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22101677.v1
title: Supplementary data for "Co-evolution of Large inverted repeats and G-quadruplex DNA in fungal mitochondria may facilitate mitogenome stability: the case of Malassezia"

description: Supplementary data for "Co-evolution of Large inverted repeats and G-quadruplex DNA in fungal mitochondria may facilitate mitogenome stability: the case of Malassezia".
DOI: 10.5281/zenodo.7271185
title: Booklist of great ideas

description: If you think there is anything missing from the book list, please feel free to send your suggestions and explanations to ffzdshz@gmail.com.
DOI: 10.5281/zenodo.7271233
title: Booklist of great ideas

description: If you think there is anything missing from the book list, please feel free to send your suggestions and explanations to ffzdshz@gmail.com.
DOI: 10.5282/ubm/data.363
title: Supplementary material to "The relationship between the coarticulatory source and effect in sound change: evidence from Italo-Romance" (submitted)

description: In ongoing sound changes, a coarticulatory effect is often enhanced as the coarticulatory source that gives rise to it wanes. But quite how phonologisation and these reciprocal coarticulatory changes are connected is still poorly understood. The present study addresses this issue through an acoustic analysis of metaphony, which like umlaut has its phonetic origins in VCV coarticulation, and which was analysed in three geographically proximal varieties spoken in the so-called Lausberg area in Southern Italy. The corpus was of 35 speakers producing mostly disyllabic words with phonetically mid stem vowels and suffix vowels that varied in phonetic height. The results of functional principal components analysis applied to the stem vowels’ first two formant frequencies showed a progressively greater enhancement to the vowel stem across the three regions that was characterised by raising, diphthongisation, and then further raising and monophthongisation. Suffix erosion was quantified by counting deletions and the degree of vowel centralisation. The analysis showed a reciprocal relationship between stem enhancement and suffix erosion across, but not within, the three dialects. Overall, the results suggest that a trade-off of cues between suffix and stem vowel has progressed to different degrees between the three varieties.
DOI: 10.5281/zenodo.7074789
title: Dataset for the publication: Development of a Mg/O ReaxFF Potential to describe the Passivation Processes in Magnesium-Ion Batteries

description: This dataset contains all input and output files of the performed calculations, which results were published in the ChemSusChem article: 'Development of a Mg/O ReaxFF Potential to describe the Passivation Processes in Magnesium-Ion Batteries' (https://doi.org/10.1002/cssc.202201821). A preprint of the publication is further available under: https://doi.org/10.26434/chemrxiv-2022-3chph.
DOI: 10.5281/zenodo.7074790
title: Dataset for the publication: Development of a Mg/O ReaxFF Potential to describe the Passivation Processes in Magnesium-Ion Batteries

description: This dataset contains all input and output files of the performed calculations, which results were published in the ChemSusChem article: 'Development of a Mg/O ReaxFF Potential to describe the Passivation Processes in Magnesium-Ion Batteries' (https://doi.org/10.1002/cssc.202201821). A preprint of the publication is further available under: https://doi.org/10.26434/chemrxiv-2022-3chph.
DOI: 10.17864/1947.000447
title: A life history study of the factors that influence the acceptance or rejection of the Big Bang theory and theory of biological evolution among lifelong learners. 20 interview transcripts.

description: The nature of the problem to be studied is the continuing rejection of the Big Bang theory and the theory of biological evolution by a minority of lifelong learners despite the time that has elapsed since the original theories were proposed and their acceptance by the scientific community. Having examined various approaches, the researcher considered the appropriateness of a life history methodology. No other approach provided the methodology that was necessary to systematically study the factors from early childhood to late retirement that influence the acceptance or rejection of the Big Bang theory and biological evolution among life-long learners in a chronological data collection process. To select participants for this research, the researcher utilised purposive sampling to establish a correspondence between research question and sampling so that individuals who are relevant to the research question are interviewed. The researcher selected 10 purposive sampling individuals for this study, undertaking a total of 20 interviews, 2 interviews per individual. The life history approach can use structured, semi-structured and unstructured interviews as there is no lockstep approach, and for this study a semi-structured format of interviews was devised using a mixture of prompting open and closed questions, around the main issue of the study to reveal insight into the factors that influence the acceptance or rejection of the Big Bang theory and theory of biological evolution among lifelong learners. A two-stage interview procedure was devised. The research tools that enabled the study consisted of the interview venues, the raw data collection devices, and the qualitative data software. Subsequently any handwritten interviews notes, typed notes or recordings were transcribed to the computer software word processing package Microsoft Office 365. The ethical issues arising from the research were ones of informed consent, confidentiality, recording, quoting extracts and participant emotions. These ethical issues were firstly addressed by ensuring that informed consent was obtained before each interview. Confidentiality and quoting extracts were addressed by protective pseudonyms and anonymising place names, teachers, family members and groups. It was possible for the researcher to take notes, type, or record answers depending on the preference of the interviewee. The 20 interview notes typed answers or recordings were subsequently transcribed to the word processing package Microsoft Office 365. All interview data is held securely by Research Data Service, University of Reading. All ethical considerations were acknowledged and the guidelines of the University of Reading’s ethical procedures in research were followed at all times.
DOI: 10.18419/darus-2829
title: Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

description: This folder contains the code for the aMR-PC toolbox by Ilja Kröker in the version used for the code in GALMAP_code. This toolbox was also used for Kröker et al. 2022 Link to current version of the toolbox here Data This folder contains inputs and simulated outputs of the CO_2 benchmark from here and referenced in Köppel et al. 2019 There are a set of 10000 random samples of inputs and corresponding simulated outputs, as well as sets of input and output samples that correspond to the roots needed for aMR-PC with different (Nr, No). Additionally the sub-folder 'DNN' contains the results of three DNN trained on the data from the benchmark. The specifics of the DNN are described in the paper. GALMaP Code aMRPCclass.py This file contains a class aMRPC, that makes use of the aMR-PC toolbox to implement an aMR-PC. The class can be used for creating and fitting an aMR-PC of specified polynomial degree on data, as well as refitting an existing aMR-PC on new data. data_load.py This file contains functions that load the data from the CO_2 benchmark contained in the folder "data". The functions are used in the file "run_iterative.py". GPE.py This file contains a variation on the Scikit GPE-implementation, which creates and fits a GPE with a standard RBF-kernel to specified data. It additionally returns the results on further, to the GPE unknown, data. PLOTS.py This file contains functions which create the figures used in the paper. This includes representations of the CO_2 dataset, as well as the results of the iterative and active learning variations of aMR-PC and GPE. Some of the functions rely on an import of the aMRPC class. run_iterative.py This file can be seen as the 'main'. It runs one of the three active learning based variations on given data and outputs the results in the form of files and figures, as can be found in the folder "results". The desired type of variation, polynomial degree of the aMR-PC and outputs can be easily changed by setting parameters at the start of the file. This code imports aMRPCclass.py, data_load.py, GPE.py and twostep.py twostep.py This file contains the calculations done in the main loop from run_iterative.py. Its function run_GPE runs a GPE on given samples and returns its approximation, as well as various error measures thereof. The approximation is depicted in figures created from the function plot_twostep. Results Results from the implementation in GALMAP_code can be found here. The results were run for the three variations GAL, GALMaP and GALMaPAT each for (Nr, No) = (1,1) and 100 iterations.
DOI: 10.15131/shef.data.22047545
title: Dataset accompanying PhD thesis: "The drivers and mechanisms of plumage colour evolution."

description: This is an additional dataset to the PhD thesis: "The drivers and mechanisms of plumage colour evolution." The description of each table is provided on the first sheet of the uploaded file. Each dataset has been mentioned in the thesis in the appropriate place. <br>
DOI: 10.15131/shef.data.22047545.v1
title: Dataset accompanying PhD thesis: "The drivers and mechanisms of plumage colour evolution."

description: This is an additional dataset to the PhD thesis: "The drivers and mechanisms of plumage colour evolution." The description of each table is provided on the first sheet of the uploaded file. Each dataset has been mentioned in the thesis in the appropriate place. <br>
DOI: 10.6084/m9.figshare.22101746
title: Data Set for the article Service Quality in the Administration of Refugee Camps and Satisfaction of Immigrants: A Case Study of Elbeyli Camp

description: The immense influx of refugees, resulting from the Syrian conflict started in 2011, has rendered Kilis among the provinces hosting the highest number of Syrian asylum seekers in Türkiye. This study examines the effect of the quality of services at Kilis Elbeyli Temporary Accommodation Centre (ETAC) on asylum seekers’ satisfaction. For this purpose, 320 surveys were conducted with Syrian asylum seekers from among the 8,008 residents in ETAC. First of all, exploratory factor analysis, confirmatory factor analysis, and reliability analysis were performed to test the construct validity and reliability of the tools used. Correlation analysis was conducted to see the relationships between research variables. To test the main hypothesis of the study, the data were analyzed using the structural equation model and it was found that the perceived service quality positively impacted asylum seekers’ satisfaction.
DOI: 10.6084/m9.figshare.22101746.v1
title: Data Set for the article Service Quality in the Administration of Refugee Camps and Satisfaction of Immigrants: A Case Study of Elbeyli Camp

description: The immense influx of refugees, resulting from the Syrian conflict started in 2011, has rendered Kilis among the provinces hosting the highest number of Syrian asylum seekers in Türkiye. This study examines the effect of the quality of services at Kilis Elbeyli Temporary Accommodation Centre (ETAC) on asylum seekers’ satisfaction. For this purpose, 320 surveys were conducted with Syrian asylum seekers from among the 8,008 residents in ETAC. First of all, exploratory factor analysis, confirmatory factor analysis, and reliability analysis were performed to test the construct validity and reliability of the tools used. Correlation analysis was conducted to see the relationships between research variables. To test the main hypothesis of the study, the data were analyzed using the structural equation model and it was found that the perceived service quality positively impacted asylum seekers’ satisfaction.
DOI: 10.18112/openneuro.ds004400.v1.0.6
title: Number comparison task
DOI: 10.6084/m9.figshare.22009292
title: CyberGlove MATLAB Kinematic Data

description: MATLAB Data files containing kinematic joint angle data from an awake craniotomy paired with varied stimulation frequencies.
DOI: 10.6084/m9.figshare.22009292.v1
title: CyberGlove MATLAB Kinematic Data

description: MATLAB Data files containing kinematic joint angle data from an awake craniotomy paired with varied stimulation frequencies.
DOI: 10.6084/m9.figshare.22056560
title: ECoG+TTL

description: ECoG and TTL voltage signals as MATLAB mat files for the kinematic and kinetic intraoperative hand trials. See readme for variable contents.
DOI: 10.6084/m9.figshare.22056560.v1
title: ECoG+TTL

description: ECoG and TTL voltage signals as MATLAB mat files for the kinematic and kinetic intraoperative hand trials. See readme for variable contents.
DOI: 10.6084/m9.figshare.22056563
title: Tekscan FSocket Kinetic Data

description: Tekscan FSocket Kinetic Data from the intraoperative hand tasks. See filename and read me for file contents information.
DOI: 10.6084/m9.figshare.22056563.v1
title: Tekscan FSocket Kinetic Data

description: Tekscan FSocket Kinetic Data from the intraoperative hand tasks. See filename and read me for file contents information.
DOI: 10.6084/m9.figshare.22096178
title: Peak Quantification.xlsx

description: this file contains raw peak quantitation data
DOI: 10.6084/m9.figshare.21666881.v9
title: Embeddings of Wikipedia entities

description: Embeddings for 5.7 million entities in YAGO3, a large knowledge base derived from Wikipedia and other sources.<br> <br> <br> <br> <br> These 200-dimensional embeddings can be used to enrich data analyses on common entities (cities, people, companies...). See: https://github.com/soda-inria/ken_embeddings<br> <br> <br> <br> <br> The data contains the following files:<br> <br> <br> <br> <br> - emb_all.parquet: embeddings for all entities of YAGO3 (5.7M)<br> <br> <br> - emb_company.parquet: embeddings of companies<br> <br> <br> - emb_movies.parquet: embeddings of movies<br> <br> <br> - emb_album.parquet: embeddings of music albums<br> <br> <br> - emb_school.parquet: embeddings of schools and universities<br> <br> <br> <br> <br> - entity_types.parquet: simple type for each entity in YAGO3<br> <br> <br> - entity_detailed_types.parquet: detailed types for each entity <br>
DOI: 10.3886/e184943
title: Cold War Tango

description: Summit meetings between Soviet and American leaders critically influenced events during the cold war. However, despite their significance, little is known about why these meetings transpired. This paper provides a crucial understanding for when leaders sought summit meetings and when the meetings actually occurred. Moving beyond previous research that focuses on particular meetings or leaders, this study develops a theory of leadership security to explain why leaders sought summits. This theory is tested using a new dataset developed by the author, with the results showing the tenure in office and job security were more critical in determining the desire for a meeting than strategic or economic concerns. <br>The dataset includes new data on when leaders sought summits, when summits occurred, and Soviet leader security.
DOI: 10.3886/e184943v1
title: Cold War Tango

description: Summit meetings between Soviet and American leaders critically influenced events during the cold war. However, despite their significance, little is known about why these meetings transpired. This paper provides a crucial understanding for when leaders sought summit meetings and when the meetings actually occurred. Moving beyond previous research that focuses on particular meetings or leaders, this study develops a theory of leadership security to explain why leaders sought summits. This theory is tested using a new dataset developed by the author, with the results showing the tenure in office and job security were more critical in determining the desire for a meeting than strategic or economic concerns. <br>The dataset includes new data on when leaders sought summits, when summits occurred, and Soviet leader security.
DOI: 10.6084/m9.figshare.22056572
title: ReadMe.txt

description: Read me for data sets in this repository
DOI: 10.6084/m9.figshare.22056572.v1
title: ReadMe.txt

description: Read me for data sets in this repository
DOI: 10.6084/m9.figshare.22087136
title: Characteristics of the metabolic syndrome traits and 24h circadian rhythms of LIPE expression of the participants, in short and long duration nap

description: Here are the data of metabolic characteristics and the circadian expression of the <em>LIPE</em> gene in those who take a nap and it is statistically significantly related to whether it is a short or long nap.
DOI: 10.6084/m9.figshare.22087136.v5
title: Characteristics of the metabolic syndrome traits and 24h circadian rhythms of LIPE expression of the participants, in short and long duration nap

description: Here are the data of metabolic characteristics and the circadian expression of the <em>LIPE</em> gene in those who take a nap and it is statistically significantly related to whether it is a short or long nap.
DOI: 10.6084/m9.figshare.22087136.v4
title: Characteristics of the metabolic syndrome traits and 24h circadian rhythms of LIPE expression of the participants, in short and long duration nap

description: Here are the data of metabolic characteristics and the circadian expression of the <em>LIPE</em> gene in those who take a nap and it is statistically significantly related to whether it is a short or long nap.
DOI: 10.3886/e144601v1-132606
title: Data and Code for: The Economic Incidence of Wildfire Suppression in the United States

description: This deposit includes data and code for the article titled "The Economic Incidence of Wildfire Suppression in the United States," by Patrick Baylis and Judson Boomhower.<br><br>Article abstract: This study measures the degree to which public expenditures on wildfire protection subsidize development in harm’s way. We use administrative data on firefighting expenditures to measure the causal effect of nearby homes on the amount spent to extinguish wildfires. We use these estimates in an actuarial calculation yielding geographically-differentiated expected implicit subsidies for homes across the Western US. The expected net present value of this subsidy can exceed 20% of home value, increases with fire hazard, and decreases surprisingly steeply with development density. We discuss potential behavioral responses by individuals and local governments using a simple economic model.<br><br><br>
description: Wildfire incidents in the western United States.
DOI: 10.5517/ccdc.csd.ccv17fj
title: CCDC 775757: Experimental Crystal Structure Determination

description: Related Article: Xiaoyun Hu, Zhongyou Yin, Jianxin Guo, Jasper Adamson, Michiya Fujiki, Victor Borovkov|2021|J.Org.Chem.|86|379|doi:10.1021/acs.joc.0c02147
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc10mwwd
title: CCDC 942644: Experimental Crystal Structure Determination

description: Related Article: Xiaoyun Hu, Zhongyou Yin, Jianxin Guo, Jasper Adamson, Michiya Fujiki, Victor Borovkov|2021|J.Org.Chem.|86|379|doi:10.1021/acs.joc.0c02147
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2237jz
title: CCDC 1909740: Experimental Crystal Structure Determination

description: Related Article: Damien Deschamps, Jean-François Lohier, Christopher J. Richards, Annie-Claude Gaumont, Stéphane Perrio|2021|J.Org.Chem.|86|507|doi:10.1021/acs.joc.0c02235
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2237k0
title: CCDC 1909741: Experimental Crystal Structure Determination

description: Related Article: Damien Deschamps, Jean-François Lohier, Christopher J. Richards, Annie-Claude Gaumont, Stéphane Perrio|2021|J.Org.Chem.|86|507|doi:10.1021/acs.joc.0c02235
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2237l1
title: CCDC 1909742: Experimental Crystal Structure Determination

description: Related Article: Damien Deschamps, Jean-François Lohier, Christopher J. Richards, Annie-Claude Gaumont, Stéphane Perrio|2021|J.Org.Chem.|86|507|doi:10.1021/acs.joc.0c02235
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc224v03
title: CCDC 1911274: Experimental Crystal Structure Determination

description: Related Article: Linlin Shi, Yingdong He, Jianxian Gong, Zhen Yang|2021|Organometallics|40|324|doi:10.1021/acs.organomet.0c00646
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc224v14
title: CCDC 1911275: Experimental Crystal Structure Determination

description: Related Article: Linlin Shi, Yingdong He, Jianxian Gong, Zhen Yang|2021|Organometallics|40|324|doi:10.1021/acs.organomet.0c00646
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc22ctgr
title: CCDC 1917984: Experimental Crystal Structure Determination

description: Related Article: Linlin Shi, Yingdong He, Jianxian Gong, Zhen Yang|2021|Organometallics|40|324|doi:10.1021/acs.organomet.0c00646
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.