cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8117019
title: Active Learning Prototypes for Teaching Game AI

description: <strong>Supplementary materials for “Active Learning Prototypes for Teaching Game AI”</strong> <em>Overview</em> This package contains the following files and folders: <code>LICENSE_CODE.txt</code> - The license for the included code. <code>LICENSE_DATA.txt</code> - The license for the included data. <code>README.md</code> - Package description. <code>requirements.txt</code>- Specifies the Python dependencies required for running the included notebook. <code>survey_analysis.ipynb</code> - Notebook used for analyzing the survey data. <code>survey_data.ods</code>- Fully anonymized survey data. <em>Reproducibility of results</em> The results presented in the research paper “Active Learning Prototypes for Teaching Game AI”, published in the Proceedings of the IEEE Conference on Games 2023, and authored by Nuno Fachada, Filipa F. Barreiros, Phil Lopes and Micaela Fonseca, can be reproduced with the Jupyter notebook included in this package. <em>Licenses</em> The code in the Jupyter Notebook is made available under the MIT license (see <code>LICENSE_CODE.txt</code>). The non-code materials are made available under a CC-BY 4.0 license (see <code>LICENSE_OTHER.txt</code>).
DOI: 10.5281/zenodo.4651223
title: Migration Mobility Survey, Survey on living as a migrant in Switzerland 2016-2018-2020

description: Migration Mobility Survey, waves 2016, 2018 and 2020. Codebook and metadata along DDI standard. The third wave of the Migration-Mobility Survey took place during the fall of 2020.<br> Seven thousand three hundred-ninety three migrants were surveyed, 3282 of whom<br> were surveyed 2 years ago (Panel). The remaining 4111 comprised the so-called<br> Refresh sample. Among the 3282 members of the panel, 1293 where already<br> interviewed in 2016. The topics included the migratory trajectory before arriving in Switzerland,<br> characteristics of the arrival, information on the family, education level, labour market<br> participation and topics referring to social integration and life in Switzerland. The 2020<br> wave also include a specific module referring to the Covid-19.
DOI: 10.5281/zenodo.4651224
title: Migration Mobility Survey, Survey on living as a migrant in Switzerland 2016-2018-2020

description: Migration Mobility Survey, waves 2016, 2018 and 2020. Codebook and metadata along DDI standard. The third wave of the Migration-Mobility Survey took place during the fall of 2020.<br> Seven thousand three hundred-ninety three migrants were surveyed, 3282 of whom<br> were surveyed 2 years ago (Panel). The remaining 4111 comprised the so-called<br> Refresh sample. Among the 3282 members of the panel, 1293 where already<br> interviewed in 2016. The topics included the migratory trajectory before arriving in Switzerland,<br> characteristics of the arrival, information on the family, education level, labour market<br> participation and topics referring to social integration and life in Switzerland. The 2020<br> wave also include a specific module referring to the Covid-19.
DOI: 10.5281/zenodo.5596239
title: Migration Mobility Survey, Survey on living as a migrant in Switzerland 2016-2018-2020

description: Migration Mobility Survey, waves 2016, 2018 and 2020. Codebook and metadata along DDI standard. The third wave of the Migration-Mobility Survey took place during the fall of 2020.<br> Seven thousand three hundred-ninety three migrants were surveyed, 3282 of whom<br> were surveyed 2 years ago (Panel). The remaining 4111 comprised the so-called<br> Refresh sample. Among the 3282 members of the panel, 1293 where already<br> interviewed in 2016. The topics included the migratory trajectory before arriving in Switzerland,<br> characteristics of the arrival, information on the family, education level, labour market<br> participation and topics referring to social integration and life in Switzerland. The 2020<br> wave also include a specific module referring to the Covid-19.
DOI: 10.5281/zenodo.7544824
title: Migration Mobility Survey, Survey on living as a migrant in Switzerland 2016-2018-2020

description: Migration Mobility Survey, waves 2016, 2018 and 2020. Codebook and metadata along DDI standard. The third wave of the Migration-Mobility Survey took place during the fall of 2020.<br> Seven thousand three hundred-ninety three migrants were surveyed, 3282 of whom<br> were surveyed 2 years ago (Panel). The remaining 4111 comprised the so-called<br> Refresh sample. Among the 3282 members of the panel, 1293 where already<br> interviewed in 2016. The topics included the migratory trajectory before arriving in Switzerland,<br> characteristics of the arrival, information on the family, education level, labour market<br> participation and topics referring to social integration and life in Switzerland. The 2020<br> wave also include a specific module referring to the Covid-19.
DOI: 10.5517/ccdc.csd.cc2c8r2h
title: CCDC 2183146: Experimental Crystal Structure Determination

description: Related Article: Greg Brewer, Cynthia Brewer, Peter Zavalij|2022|CSD Communication|||
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.cc2f7xn8
title: CCDC 2241940: Experimental Crystal Structure Determination

description: Related Article: Helen Paola Toledo-Jaldín, Cristian Pinzón-Vanegas, Juan Pablo León-Gómez, Alien Blanco Flores, Diego Martínez-Otero, Iván A. Reyes Domínguez, Daniel Canseco-González, Luis D. Rosales-Vázquez, María K. Salomón-Flores, Alejandro Dorazco-González|2023|CrystEngComm|25|3766|doi:10.1039/D3CE00434A
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: 10.6084/m9.figshare.23618862.v1
title: Reducing emissions uncertainty to improve decarbonisation strategies for petrochemical production

description: Data for figures in "Reducing emissions uncertainty to improve decarbonisation strategies for petrochemical production" paper.
DOI: 10.5517/ccdc.csd.cc2fdr3q
title: CCDC 2246573: Experimental Crystal Structure Determination

description: Related Article: Xi Chen|2023|CSD Communication|||
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: 10.5281/zenodo.5139727
title: Cross-border Migrant Entrepreneurship in Switzerland

description: Across the globe, entrepreneurship is promoted as an opportunity for migrants and refugees to use their various economic potentials and contribute to society. Yet, these debates often portray the phenomenon as static and homogenous, ignoring diverse mobility patterns and the fact that not everyone is in a position to start a successful business.<br> The presented study examines the lived experiences of migrants from different<br> backgrounds trying to create a business in Switzerland. Building on the mobility perspective, it explores how entrepreneurship is embedded in individual im/mobility trajectories that go beyond a single movement from an origin to a destination country but include ongoing mobilities between several countries. Methodologically, it is based on 34 biographic interviews, as well as ethnographic observations within an organisation that supports migrant entrepreneurship in Zurich.<br> The study contributes by showing how the interviewees try to capitalise on their experiences of living in multiple places and how this process is shaped by intersecting social markers, such as socio-economic position, gender/ family situation, and legal status. Codebook along DDI standard in pdf and xml formats, scanned maps in jpg format.
description: The maps and data provided here are available in a visualized form a this address: https://tabsoft.co/2VagVpT
DOI: 10.5281/zenodo.5139728
title: Migrant Entrepreneurship in Switzerland: Studying Diverse Im/mobility Trajectories and Unequal Opportunities

description: Across the globe, entrepreneurship is promoted as an opportunity for migrants and refugees to use their various economic potentials and contribute to society. Yet, these debates often portray the phenomenon as static and homogenous, ignoring diverse mobility patterns and the fact that not everyone is in a position to start a successful business.<br> The presented study examines the lived experiences of migrants from different<br> backgrounds trying to create a business in Switzerland. Building on the mobility perspective, it explores how entrepreneurship is embedded in individual im/mobility trajectories that go beyond a single movement from an origin to a destination country but include ongoing mobilities between several countries. Methodologically, it is based on 34 biographic interviews, as well as ethnographic observations within an organisation that supports migrant entrepreneurship in Zurich.<br> The study contributes by showing how the interviewees try to capitalise on their experiences of living in multiple places and how this process is shaped by intersecting social markers, such as socio-economic position, gender/ family situation, and legal status. Codebook along DDI standard in pdf and xml formats, scanned maps in jpg format.
description: The maps and data provided here are available in a visualized form a this address: https://tabsoft.co/2VagVpT
DOI: 10.5281/zenodo.5771957
title: Cross-border Migrant Entrepreneurship in Switzerland

description: Across the globe, entrepreneurship is promoted as an opportunity for migrants and refugees to use their various economic potentials and contribute to society. Yet, these debates often portray the phenomenon as static and homogenous, ignoring diverse mobility patterns and the fact that not everyone is in a position to start a successful business.<br> The presented study examines the lived experiences of migrants from different<br> backgrounds trying to create a business in Switzerland. Building on the mobility perspective, it explores how entrepreneurship is embedded in individual im/mobility trajectories that go beyond a single movement from an origin to a destination country but include ongoing mobilities between several countries. Methodologically, it is based on 34 biographic interviews, as well as ethnographic observations within an organisation that supports migrant entrepreneurship in Zurich.<br> The study contributes by showing how the interviewees try to capitalise on their experiences of living in multiple places and how this process is shaped by intersecting social markers, such as socio-economic position, gender/ family situation, and legal status. Codebook along DDI standard in pdf and xml formats, scanned maps in jpg format.
description: The maps and data provided here are available in a visualized form a this address: https://tabsoft.co/2VagVpT
DOI: 10.17903/fk2/ew40ah
title: Gendered Aspects of Migration from Southeast Europe

description: The research aimed to study migration as a gendered experience through the narratives of the lives of immigrants and immigrants from Albania and Bulgaria. In the last two decades, the geopolitical space of South-Eastern Europe has been redefined in the light of the political developments of the post-communist period and the thickening of a series of political, economic and cultural exchanges. Increased cross-border mobility and the emergence of new social relations as well as forms of political subjectivity and communication play a leading role in this process.The research was based on 60 in-depth interviews with men and women of three age groups from Albania and Bulgaria, as well as ethnographic observations in the country of origin and host country and on visual material. Interview material was analyzed through an interdisciplinary perspective that explores the narrative strategies of immigrants and focuses in particular on three aspects of their lived experiences: integration, work and intercultural communication. The selection of gender as a key parameter for the analysis of the migration phenomenon was dictated by both social and scientific reasons. The "feminization" of immigration is a social phenomenon of the last two decades that has been highlighted by a growing number of social scientists. Although these immigrants are no longer as "invisible" as they were in the past, the real impact of this "feminization" of migratory flows has not been studied in depth. In our effort to fill this research gap, we have sought to broaden our perspective beyond a 'add women' and 'mix' (addwomenandstir) approach.Analyzing the ways in which men and women relate their lived experiences before and after migration, we aimed to better understand gender as an active social process. In particular, we sought to understand how the migration process restructured gender relations both within the immigrant communities and in relation to the host society. From this perspective we have also studied the role of migration in constructing new, often hybrid, but always gendered subjectivities.
DOI: 10.48420/22583245.v1
title: Commits Containing Changes to Test Code

description: This project focuses on test code in open-source projects hosted on GitHub. The target commits are the ones that contain changes to test code, as they are the only relevant commits from open-source projects. <br> This item contains the SHA of target commits from 12 open-source projects hosted on GitHub. For each project, there is a csv file containing a list of commit SHA. The purpose of this item is to filter out irrelevant commits, saving time for the study.
DOI: 10.48420/22583245
title: Commits Containing Changes to Test Code

description: This project focuses on test code in open-source projects hosted on GitHub. The target commits are the ones that contain changes to test code, as they are the only relevant commits from open-source projects. <br> This item contains the SHA of target commits from 12 open-source projects hosted on GitHub. For each project, there is a csv file containing a list of commit SHA. The purpose of this item is to filter out irrelevant commits, saving time for the study.
DOI: 10.6084/m9.figshare.22882202
title: Supplementary Material for: Attitudes of Teachers toward Multilingualism, Heritage Language Maintenance and Second Language Learning at School

description: Introduction: Providing an adapted language input in a multicultural classroom is often challenging to educators. Teachers are frequently the parents’ first contacts for language counselling and educational support, and therefore, they may influence the language exposure not only in the classroom but at home as well. This study aims to investigate the cognitive, emotional and behavioral attitudes of teachers toward multilingualism in Flanders. The effects of contextual teacher- and school-related properties on the attitudes of teachers are also considered. Methods: An online survey questioning the cognitive, emotional and behavioral attitudes of teachers was developed and distributed to all schools in Flanders. 710 preschool, primary and secondary teachers completed the questionnaire. Results: The results showed rather positive attitudes toward heritage language maintenance and multilingualism. However, there are still some misconceptions about multilingual language learning strategies. Teachers are interested in extra training, as they find it hard to use the languages of their pupils as a resource in their teaching practice. Discussion/Conclusion: Teachers mostly consider multilingualism as an added value. Supplementary training and extra advice given by speech-language therapists could be helpful to inform teachers about the importance of their students’ proficiency in the heritage language and could give teachers insight in the principles of second-language acquisition.
DOI: 10.48420/22583665
title: Smell Detection Results

description: This item contains the link to the smell detection results of the sample projects.
DOI: 10.48420/22583665.v1
title: Test Smell Detection Results of Sample Projects

description: This item contains test smell detection results of the sample open-source projects. For each sample project, there is a .zip file. In each .zip file, for each target commit in each sample project, there is a csv file containing smell detection results consisting of the path of test code file, the path of production code (if applicable), detected test smell, method names, and line numbers of smell instances.
DOI: 10.25934/pr00009044
title: Trending Antibiotic Resistance Profiles 

description: Trending Antibiotic Resistance Profiles 
Arryn Craney, Alain Lasaffre, Kimberly Miller, Susan Benson and Donna Wolk


Due to the high level of antibiotic resistance in Gram-negative bacterial pathogens, the antibiotic susceptibility testing (AST) profiles of the patient’s isolate are necessary to ensure the pathogen is susceptible to the antibiotic of choice.  It can take a few days for the clinical laboratory to return the AST profile.  While the clinical team waits for AST information, the hospital’s antibiogram for the pathogen provides an early understanding of known resistance patterns for the pathogen.  However, a certain number of isolates for the pathogen must be obtained at the hospital to be reported on the antibiogram.  Making this information usually unavailable for the less commonly isolated Enterobacterales.   In addition, rapid genotypic information may be available for certain beta-lactamase resistance markers.  To provide an additional resource prior to AST information, we will use the large dataset available through the Vivli AMR data challenge to identify useful global trends in pathogen-antibiotic combinations.  

Enterobacterales (common): E. coli, Klebseilla spp., Enterobacterales spp.
Enterobacterales (less common): Citrobacter spp., Serratia, Proteus spp., Providencia spp., Morganella spp. 
Non-Fermenters (common): P. aeruginosa, S. maltophila, Acinetobacter spp.
Beta-lactam Antibiotics	Ampicillin, Ampillin Sulbactam, Amoxicillin-Clavulanate, Cefazolin, Cephamycins, Ceftriaxone, Ceftazidime, Cefepime, Piperacillin-Tazobactam, Ertapenem, Meropenem, Ceftazidime-Avibactam, Ceftolozane-Tazobactam, meropenem-varbobactam, cefiderocol
Non-beta lactam antibiotics: Flouroquinolones (ciprofloxacin, levofloxacin) Aminoglysosides (amikacin, gentamicin, kanamycin and tobramycin) tetracylines (tetracyline, doxycyline, minocycline, evaracycline, tigecycline) and folate (trimethoprim sulfate)

We will create a global antibiogram for common Enterobacterales, less common Enterobacterales and common Non-Fermenter Gram negative bacteria to beta-lactam and non-beta lactams antibiotics that provide antibiotic information by pathogen (a) organized by resistance/susceptibilities to beta-lactam antibiotics, creating a global phenotypic antibiogram (b) organized by detection of beta-lactamase gene, creating a global molecular antibiogram.  The global antibiogram profiles will be compared at the individual bug-drug combination over time and geographical location to identify changing dynamics in antibiotic resistance profiles.
DOI: 10.5281/zenodo.6675499
title: Ethnic Discrimination in the Swiss Labour Market

description: Discrimination of ethnic minorities in hiring decisions in the labour market has become a common phenomenon. Across OECD countries ethnic minority applicants have to write approximately 50% more applications to be invited for a job interview compared to an equally qualified majority applicant. Little is known about the extent of discrimination in the Swiss Labour Market, since the last correspondence test conducted in Switzerland is more than 15 years old and targets only a very specific sector of the labour market - the transition from school to apprenticeships.<br> To fill this gap in knowledge on discrimination in the Swiss labour market, a new correspondence test was conducted. It measures discrimination in various occupations, against different ethnic minority groups, including candidates with German or French backgrounds, and looks at the differences and similarities between the German and French speaking regions in Switzerland.
DOI: 10.5281/zenodo.6675500
title: Ethnic Discrimination in the Swiss Labour Market

description: Discrimination of ethnic minorities in hiring decisions in the labour market has become a common phenomenon. Across OECD countries ethnic minority applicants have to write approximately 50% more applications to be invited for a job interview compared to an equally qualified majority applicant. Little is known about the extent of discrimination in the Swiss Labour Market, since the last correspondence test conducted in Switzerland is more than 15 years old and targets only a very specific sector of the labour market - the transition from school to apprenticeships.<br> To fill this gap in knowledge on discrimination in the Swiss labour market, a new correspondence test was conducted. It measures discrimination in various occupations, against different ethnic minority groups, including candidates with German or French backgrounds, and looks at the differences and similarities between the German and French speaking regions in Switzerland.
DOI: 10.17037/data.00003287
title: Data for: “Vulnerable newborn types: Analysis of population-based registries for 165 million births in 23 countries, 2000–2021”

description: Data collected as part of a multi-country, population-based study to explore the prevalence of Vulnerable Newborn Types combining gestational age (preterm vs term) and size of the newborn (small for gestational age [SGA &lt;10th centile], appropriate for gestational age [AGA, 10th to 90th centiles] and large for gestational age [LGA, &gt;90th centile]) in 23 countries.
DOI: 10.17903/fk2/n517tw
title: Childtowns (1947-1980)

description: The network of 53 childtowns that were established by the Queen's Fund during the civil war played a vital role in the care, education and edification of orphan and poor children, and set the foundations for the current welfare system. The research began in 2009, focusing primarily on the Agia Sofia playground of Agria Volos and the experiences of the children who were hosted there during the civil war.It then expanded to other pedagogical cities and postwar times. The purpose of the research was to record the reasons and ways of introducing children to the playground, their education, the relationships they developed between children and staff, as well as the lived experience of everyday life.
DOI: 10.5281/zenodo.8117164
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Franz Xaver Rudolf von Höhnel, http://www.wikidata.org/entity/Q4502879. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4502879
DOI: 10.5281/zenodo.8117163
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Franz Xaver Rudolf von Höhnel, http://www.wikidata.org/entity/Q4502879. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4502879