cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gmz69p9dmr.1
title: The Freelancer Index

description: The data cover individual factors that may be important for career planning for freelancers in OECD countries and an overall rating of these factors. The data consists of an outcome variable (Freelancer Index) and its combined components of seven separate condition variables. The Freelancer Index is derived from the scores shared by Tipalti. When calculating the Freelance score, the constituent factors were ranked separately with a score out of 10. Then, each of them is averaged to obtain a freelancing score out of 10. The higher the score, the better and more suitable a country is for freelancing.
Number of Self-Emloyed People
 (NSEP) Freelancer Indexi oluşturan birinci bileşen, 2021 yılı Serbest Meslek Sahibi kişi sayısıdır. Ülkeler içerisinde Yüz Bin kişi başına düşen serbest meslek sahibi kişi sayısını kapsamaktadır. Yoğunluk ne kadar yüksekse freelance çalışmaya eğilim de o denli artmaktadır.
Cost of Living (Monthly)
(CLM) Sonuç indeksini oluşturan diğer bir faktör 2022 yılı Yaşam Maliyeti’dir. Buna göre her ülke için dolar cinsinden yaşam maliyeti hesaplanmaktadır. Bu maliyet; barınma, vergi, yiyecek, çeşitli hizmetler gibi konfor seviyesini sürdürmek için gereken para miktarını temsil etmektedir.
Number of Coworking Spaces
(NCS) Diğer bir nedensel koşul, freelancer çalışanların yoğunlukla çalıştığı yerleri temsil eden 2022 yılı Ortak Çalışma Alanları sayısıdır. Her Yüz Bin kişiye düşen ortak çalışma alanları sayısını kapsamaktadır.
Average Broadband Speed
(ABS) Ortalama internet download hızlarının saniye başına megabit cinsinden ölçülmesi ile hesaplanmaktadır. Freelance çalışmanın temel yapı taşı olan internetin hızı arttıkça çalışanlar, daha uygun koşullarda işlerini sürdürebilmektedir.
Average Broadband Price
(ABP) Freelance skorun oluşumunda etkili diğer bir koşul 2020 yılı Ortalama Broadband Fiyatları’dır. Bu faktör internete ulaşmanın maliyetini ortaya çıkarmaktadır.
Average Mobile Speed
(AMS) Mobil cihazlar için ortalama internet download hızlarının saniye başına megabit cinsinden ölçülmesi ile hesaplanmaktadır. Freelance çalışmanın temel yapı taşı olan mobil arttıkça çalışanlar, daha uygun koşullarda işlerini sürdürebilmektedir.
Annual Searches
(AS) Her ülke için freelancer için yapılan aramaları kapsamaktadır. Freelance çalışanlara olan iş talebini ortaya çıkarmamızda etkendir. 2021 yılı Freelancera Talep sayısıdır.
DOI: 10.5281/zenodo.10534562
title: Mapping of various Citizen Science initiatives (co-) established by RPFOs worldwide

description: The table presents an indicative list of 50 Citizen Science initiatives that have been (co)-established by RPFOs across the globe. It is a non-exhaustive list of initiatives that have been retrieved through web search and online available databases and platforms. The table summarizes information regarding:



Continent where the initiative is located;

Main research fields in which citizen science is performed;

Type of initiative (i.e. lab, hub, center, program, project, network);

Level of Citizen Science (i.e. level 1: crowdsourcing – citizens as sensors, level 2: distributed intelligence – citizens as basic interpreters, level 3: participatory science – participation in problem definition and data collection, level 4: extreme – collaborative science, problem definition, data collection and analysis);

Funding source;

the SDGs addressed.
DOI: 10.5281/zenodo.10534563
title: Mapping of various Citizen Science initiatives (co-) established by RPFOs worldwide

description: The table presents an indicative list of 50 Citizen Science initiatives that have been (co)-established by RPFOs across the globe. It is a non-exhaustive list of initiatives that have been retrieved through web search and online available databases and platforms. The table summarizes information regarding:



Continent where the initiative is located;

Main research fields in which citizen science is performed;

Type of initiative (i.e. lab, hub, center, program, project, network);

Level of Citizen Science (i.e. level 1: crowdsourcing – citizens as sensors, level 2: distributed intelligence – citizens as basic interpreters, level 3: participatory science – participation in problem definition and data collection, level 4: extreme – collaborative science, problem definition, data collection and analysis);

Funding source;

the SDGs addressed.
DOI: 10.17632/6zbd9c8y34.1
title: Serum Biomarkers for Efficacy Assessment of Human Placental Mesenchymal Stem Cells Therapy for Crohn's Disease. X. Wang et al.

description: original data
DOI: 10.18742/24989988.v1
title: CORSAIR - datasets

description: In February 2020, the COVID-19 pandemic spread to the UK. The Department of Health and Social Care (DHSC) had begun a series of surveys to explore public responses in late January 2020. Our project was activated by NIHR shortly after these surveys began.In total, DHSC commissioned 73 waves of data collection. Data collection for the first survey was carried out on 28 to 30 January 2020 and data collection for the last wave was carried out on 11 to 13 April 2022 (n=149,640 responses). Surveys were conducted weekly at first, then moved to a fortnightly rhythm with some exceptions.During the COVID-19 pandemic, we contributed to survey design and analysed these data as part of a service evaluation of the Department of Health and Social Care’s public communications campaign. Now that the UK is no longer actively responding to the pandemic, we have been granted ethical approval to carry out secondary analyses of the pre-existing CORSAIR dataset by the Psychiatry, Nursing, and Midwifery (PNM) Research Ethics Panel (reference number LRS-22/23-39099).This record includes the datasets arising from the study.
DOI: 10.18742/24989988
title: CORSAIR - datasets

description: In February 2020, the COVID-19 pandemic spread to the UK. The Department of Health and Social Care (DHSC) had begun a series of surveys to explore public responses in late January 2020. Our project was activated by NIHR shortly after these surveys began.In total, DHSC commissioned 73 waves of data collection. Data collection for the first survey was carried out on 28 to 30 January 2020 and data collection for the last wave was carried out on 11 to 13 April 2022 (n=149,640 responses). Surveys were conducted weekly at first, then moved to a fortnightly rhythm with some exceptions.During the COVID-19 pandemic, we contributed to survey design and analysed these data as part of a service evaluation of the Department of Health and Social Care’s public communications campaign. Now that the UK is no longer actively responding to the pandemic, we have been granted ethical approval to carry out secondary analyses of the pre-existing CORSAIR dataset by the Psychiatry, Nursing, and Midwifery (PNM) Research Ethics Panel (reference number LRS-22/23-39099).This record includes the datasets arising from the study.
DOI: 10.17632/b3pnppjpf9.1
title: asr-indigenous-languages-quechua

description: This dataset includes a Quechua language model (quechua_model.pt) for ASR inference, accompanied by a phoneme dictionary (dict.ltr.txt) and a lexicon (lexicon.txt)
DOI: 10.17632/b3pnppjpf9.2
title: ASR indigenous languages Quechua

description: This dataset includes a Quechua language model (quechua_model.pt) for ASR inference, accompanied by a phoneme dictionary (dict.ltr.txt) and a lexicon (lexicon.txt)
DOI: 10.17632/b3pnppjpf9.3
title: ASR indigenous languages Quechua

description: This dataset includes a Quechua language model (quechua_model.pt) for ASR inference, accompanied by a phoneme dictionary (dict.ltr.txt) and a lexicon (lexicon.txt)
DOI: 10.18742/24990414
title: Worry and behaviour at the start of the COVID-19 outbreak: Results from three UK surveys (the COVID-19 rapid survey of Adherence to Interventions and responses [CORSAIR] study)

description: We aimed to describe worry and uptake of behaviours that prevent the spread of infection (respiratory and hand hygiene, distancing) in the UK at the start of the COVID-19 outbreak (January and February 2020) and to investigate factors associated with worry and adopting protective behaviours. Three cross-sectional online surveys of UK adults (28 to 30 January, n = 2016; 3 to 6 February, n = 2002; 10 to 13 February 2020, n = 2006) were conducted. We used logistic regressions to investigate associations between outcome measures (worry, respiratory and hand hygiene behaviour, distancing behaviour) and explanatory variables. 19.8% of participants (95% CI 18.8% to 20.8%) were very or extremely worried about COVID-19. People from minoritized ethnic groups were particularly likely to feel worried. 39.9% of participants (95% CI 37.7% to 42.0%) had completed one or more hand or respiratory hygiene behaviour more than usual in the last seven days. Uptake was associated with greater worry, perceived effectiveness of individual behaviours, self-efficacy for engaging in them, and having heard more information about COVID-19. 13.7% (95% CI 12.2% to 15.2%) had reduced the number of people they had met. This was associated with greater worry, perceived effectiveness, and self-efficacy. At the start of novel infectious disease outbreaks, communications should emphasise perceived effectiveness of behaviours and the ease with which they can be carried out.
DOI: 10.18742/24990414.v1
title: Worry and behaviour at the start of the COVID-19 outbreak: Results from three UK surveys (the COVID-19 rapid survey of Adherence to Interventions and responses [CORSAIR] study)

description: We aimed to describe worry and uptake of behaviours that prevent the spread of infection (respiratory and hand hygiene, distancing) in the UK at the start of the COVID-19 outbreak (January and February 2020) and to investigate factors associated with worry and adopting protective behaviours. Three cross-sectional online surveys of UK adults (28 to 30 January, n = 2016; 3 to 6 February, n = 2002; 10 to 13 February 2020, n = 2006) were conducted. We used logistic regressions to investigate associations between outcome measures (worry, respiratory and hand hygiene behaviour, distancing behaviour) and explanatory variables. 19.8% of participants (95% CI 18.8% to 20.8%) were very or extremely worried about COVID-19. People from minoritized ethnic groups were particularly likely to feel worried. 39.9% of participants (95% CI 37.7% to 42.0%) had completed one or more hand or respiratory hygiene behaviour more than usual in the last seven days. Uptake was associated with greater worry, perceived effectiveness of individual behaviours, self-efficacy for engaging in them, and having heard more information about COVID-19. 13.7% (95% CI 12.2% to 15.2%) had reduced the number of people they had met. This was associated with greater worry, perceived effectiveness, and self-efficacy. At the start of novel infectious disease outbreaks, communications should emphasise perceived effectiveness of behaviours and the ease with which they can be carried out.
DOI: 10.17632/sggzrtf5dz.1
title: Complexity-functioning relationships differ across different environmental conditions

description: ABSTRACT

Habitat complexity is widely considered an important determinant of biodiversity, and enhancing complexity can play a key role in restoring degraded habitats. However, the effects of habitat complexity on ecosystem functioning – as opposed to biodiversity and community structure – are relatively poorly understood for artificial habitats, which dominate many coastlines. With Greening of Grey Infrastructure (GGI) approaches, or eco-engineering, increasingly being applied around the globe, it is important to understand the effects that modifying habitat complexity has on both biodiversity and ecological functioning in these highly modified habitats. We assessed how manipulating physical (primary substrate) and/or biogenic habitat (bivalves) complexity on intertidal artificial substrata affected filtration rates, net and gross primary productivity (NPP and GPP, respectively) and community respiration (CR) – as well as abundance of filter feeders and macro-algae and habitat use by cryptobenthic fish across six locations in three continents. We manipulated both physical and biogenic complexity using 1) flat or ridged (2.5 cm or 5 cm) settlement tiles that were either 2) unseeded or seeded with oysters or mussels. Across all locations, increasing physical and biogenic complexity (5 cm seeded tiles) had a significant effect on most ecological functioning variables, increasing overall filtration rates of the assemblages on tiles but decreasing productivity (both GPP and NPP) across all locations. There were no overall effects of increasing either type of habitat complexity on cryptobenthic fish MaxN, total time in frame or macro-algal cover. Within each location, there were marked differences in the effects of habitat complexity. In Hobart, Australia, we found higher GPP on flat tiles than on 5 cm tiles. In Sydney, Australia, we found higher filtration rates and biomass of filter feeders on seeded than unseeded tiles and greater abundance (MaxN) of cryptobenthic fish on 5 cm tiles than on flat tiles, whereas in Dublin, Ireland, there were higher filtration rates on 5 cm complex tiles than on flat tiles. Our findings suggest that GGI solutions via increased habitat complexity are likely to have trade-offs among potentially desired functions, such as productivity and filtration rates, and variable effects on cryptobenthic fish communities. Importantly, our results show that the effects of GGI practices can vary markedly according to the environmental context and therefore should not be blindly and uniformly applied across the globe.
DOI: 10.17632/c56djgr7cf.1
title: Supplementary Material to Lee, Ilseven, and Puranam (2023)

description: Supplementary Material / Appendix to Lee, E., Ilseven, E., & Puranam, P. (2023). Scaling nonhierarchically: A theory of conflict‐free organizational growth with limited hierarchical growth. Strategic Management Journal, 44(12), 3042-3064.
DOI: 10.17632/9p3m5vgsyf.1
title: Pseudo data for "Corporate responses to stock price fragility"

description: Replication files and pseudo data for Friberg, Golstein and Hankins, 2023, "Corporate responses to stock price fragility", Journal of Financial Economics
DOI: 10.6084/m9.figshare.25039679
title: Q11_periodPols.m

description: Q11_periodPols.m: Period polynomials of the four Bianchi Hecke eigenforms of level 1, weight 12, over Q(sqrt(-11)).check_congruences.m: Hecke eigenvalues of the above forms for primes of norm up to 1000, and code to check these lists are congruent modulo some prime ideals.
DOI: 10.6084/m9.figshare.25039679.v1
title: Q11_periodPols.m

description: Q11_periodPols.m: Period polynomials of the four Bianchi Hecke eigenforms of level 1, weight 12, over Q(sqrt(-11)).check_congruences.m: Hecke eigenvalues of the above forms for primes of norm up to 1000, and code to check these lists are congruent modulo some prime ideals.
DOI: 10.5281/zenodo.10548488
title: fzd9b zebrafish stress and anxiety
DOI: 10.5281/zenodo.10548489
title: fzd9b zebrafish stress and anxiety
DOI: 10.6084/m9.figshare.25039751.v1
title: Supplementary Material for: Systematic Development of National Guidelines for Obesity Care: the Swedish Approach

description: Introduction: With the rapid development of treatment modalities for obesity management, there is a growing need for guidelines. This was acknowledged by the Swedish National Board of Health and Welfare and in 2020 the process of producing the first national guidelines for obesity care, including both children and adults, was initiated. The main aim was to ensure equal high standard care throughout Sweden by supporting decision makers to allocate resources to the best knowledge-based care. 
Methods: The standardized procedures of the National Board of Health and Welfare were applied to construct guidelines in a systematic and transparent way, including priority setting of recommendations and quality indicators to evaluate the progress of implementation. The process involved independent expert committees including professionals and patient representatives, and the guidelines were reviewed through an open public consultation. 
Results: In total, 20 recommendations were issued encompassing a broad scope, from identification and diagnosis to multiple treatment modalities, embedded in a life course perspective from pregnancy to the elderly, as well as highlighting the need for improved knowledge and competence of health care providers. 
Conclusions: National guidelines for improved standard care and evidence based and efficient use of health care resources for obesity treatment can be developed in a systematic way with professionals and patient representatives.
DOI: 10.24378/exe.4905
title: High Frequency Magnetometry with an Ensemble of Spin Qubits in Hexagonal Boron Nitride (dataset)

description: This is the dataset used for the Patrickson et al. (2024) article "High Frequency Magnetometry with an Ensemble of Spin Qubits in Hexagonal Boron Nitride" published in npj Quantum Information.
description: The raw data used calculate figures 2-5 in the paper.
DOI: 10.7910/dvn/9au1do
title: Replication Data for: Implicit Semantic Processing as Revealed by Representational Similarity Analysis Applied to EEG

description: The dataset allows to replicate the study "Implicit Semantic Processing as Revealed by Representational Similarity Analysis Applied to EEG". There is an order for every participant where the relevant datafiles are to be found. The manual for replicating the data is on the osf-page of the study.
DOI: 10.3886/e197841
title: Replication Package for: Gender Equality for Whom? The changing college education gradients of the division of paid work and housework among U.S. couples, 1968–2019

description: This is the replication package for the journal article forthcoming at Social Forces and entitled: Gender Equality for Whom? The changing college education gradients of the division of paid work and housework among U.S. couples, 1968–2019. <br><br>In response to women’s changing roles in labor markets, couples have adopted varied strategies to reconcile career and family needs. Yet, most studies on the gendered division of labor focus almost exclusively on changes either in work or family domain. Doing so neglects the process through which couples negotiate and contest traditional work and family responsibilities. Studies that do examine these tradeoffs have highlighted how work-family strategies range far beyond simple traditional-egalitarian dichotomies but are limited to specific points in time or population subgroups. Using data from the Panel Study of Income Dynamics and latent-class analysis, this article provides the first population-based estimates of the couple-level tradeoffs inherent in work-family strategies in the United States, documents trends in the share of couples who fall into each of these strategies, and considers social stratification by gender and college education in these trends. Specifically, I identify seven distinct work-family strategies (traditional, neotraditional, her-second-shift, egalitarian, his-second-shift, female-breadwinner, and neither-full-time couples). Egalitarian couples experienced the fastest increase in prevalence among college-educated couples, while couples that lacked two full-time earners increased among less-educated couples. Still, about a quarter of all couples adopted “her-second-shift” strategies, with no variation across time, making it the modal work-family strategy among dual-earner couples. The long-run, couple-level results support the view that the gender revolution has stalled and suggest that this stall may be caused partly by strong traditional gender preferences, while structural resources appear to facilitate gender equality among a selected few. <br>
DOI: 10.3886/e197841v1
title: Replication Package for: Gender Equality for Whom? The changing college education gradients of the division of paid work and housework among U.S. couples, 1968–2019

description: This is the replication package for the journal article forthcoming at Social Forces and entitled: Gender Equality for Whom? The changing college education gradients of the division of paid work and housework among U.S. couples, 1968–2019. <br><br>In response to women’s changing roles in labor markets, couples have adopted varied strategies to reconcile career and family needs. Yet, most studies on the gendered division of labor focus almost exclusively on changes either in work or family domain. Doing so neglects the process through which couples negotiate and contest traditional work and family responsibilities. Studies that do examine these tradeoffs have highlighted how work-family strategies range far beyond simple traditional-egalitarian dichotomies but are limited to specific points in time or population subgroups. Using data from the Panel Study of Income Dynamics and latent-class analysis, this article provides the first population-based estimates of the couple-level tradeoffs inherent in work-family strategies in the United States, documents trends in the share of couples who fall into each of these strategies, and considers social stratification by gender and college education in these trends. Specifically, I identify seven distinct work-family strategies (traditional, neotraditional, her-second-shift, egalitarian, his-second-shift, female-breadwinner, and neither-full-time couples). Egalitarian couples experienced the fastest increase in prevalence among college-educated couples, while couples that lacked two full-time earners increased among less-educated couples. Still, about a quarter of all couples adopted “her-second-shift” strategies, with no variation across time, making it the modal work-family strategy among dual-earner couples. The long-run, couple-level results support the view that the gender revolution has stalled and suggest that this stall may be caused partly by strong traditional gender preferences, while structural resources appear to facilitate gender equality among a selected few. <br>
DOI: 10.6084/m9.figshare.25039772
title: Combined data_2020-23_MdB.sav

description: The effect of crop rotation on agricultural sustainability in the maize dominated area of the North-Western Free State, South Africa.<br>
DOI: 10.6084/m9.figshare.25039772.v1
title: Combined data_2020-23_MdB.sav

description: The effect of crop rotation on agricultural sustainability in the maize dominated area of the North-Western Free State, South Africa.<br>
DOI: 10.57967/hf/1669
title: WikiDocPatientInformation_Dutch_translated_with_MariaNMT
DOI: 10.26180/25038404
title: Midjourney 2023 Dataset

description: This dataset contains over 500,000 unique image generation prompts, collected from the public Discord channels of Midjourney users. The file format is parquet with the following fields:prompt - the user written promptuser - a numeric id for each usertimestamp - the date & time the prompt was enteredimage_url - the URL of the image generated from the promptThe upscale dataset contains prompts that were selected for upscaling only.