cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e115086
title: 2017 YRBS Mischievous Responders

description: The data for this project correspond to Cimpian and Timmer's AERA Open paper on mischievous responders in estimates of LGBQ–heterosexual disparities using the 2017 YRBS data. Their abstract is:<br>Although numerous survey-based studies have found that students who identify as lesbian, gay, bisexual, or questioning (LGBQ) have elevated risk for many negative academic, disciplinary, psychological, and health outcomes, the validity of the types of data on which these results rest have come under increased scrutiny. Over the past several years, a variety of data-validity screening techniques have been used in attempts to scrub datasets of “mischievous responders,” youth who systematically provide extreme and untrue responses to outcome items and who tend to falsely report being LGBQ. We conducted a pre-registered replication of Cimpian et al. (2018) with the 2017 Youth Risk Behavior Survey (YRBS) to (1) estimate new LGBQ–heterosexual disparities on 20 outcomes; (2) test a broader, mechanistic theory relating mischievousness effects with a feature of items (i.e., item response-option extremity); and (3) compare four techniques used to address mischievous responders. Our results are consistent with Cimpian et al.’s findings that potentially mischievous responders inflate LGBQ–heterosexual disparities, do so more among boys than girls, and affect outcomes differentially. For example, we find that removing students suspected of being mischievous responders can cut male LGBQ–heterosexual disparities in half overall, and can completely or mostly eliminate disparities in outcomes including fighting at school, driving drunk, and using cocaine, heroin, and ecstasy. Methodologically, we find that some methods are better than others at addressing the issue of data integrity, with boosted regressions coupled with data removal leading to potentially very large decreases in the estimated of LGBQ–heterosexual disparities, but regression adjustment having almost no effect. While the empirical focus of this paper is on LGBQ youth, the issues discussed are relevant to research on other minority groups and youth generally, and speak to survey development, methodology, and the robustness and transparency of research.
DOI: 10.3886/e115086v1
title: 2017 YRBS Mischievous Responders

description: The data for this project correspond to Cimpian and Timmer's AERA Open paper on mischievous responders in estimates of LGBQ–heterosexual disparities using the 2017 YRBS data. Their abstract is:<br>Although numerous survey-based studies have found that students who identify as lesbian, gay, bisexual, or questioning (LGBQ) have elevated risk for many negative academic, disciplinary, psychological, and health outcomes, the validity of the types of data on which these results rest have come under increased scrutiny. Over the past several years, a variety of data-validity screening techniques have been used in attempts to scrub datasets of “mischievous responders,” youth who systematically provide extreme and untrue responses to outcome items and who tend to falsely report being LGBQ. We conducted a pre-registered replication of Cimpian et al. (2018) with the 2017 Youth Risk Behavior Survey (YRBS) to (1) estimate new LGBQ–heterosexual disparities on 20 outcomes; (2) test a broader, mechanistic theory relating mischievousness effects with a feature of items (i.e., item response-option extremity); and (3) compare four techniques used to address mischievous responders. Our results are consistent with Cimpian et al.’s findings that potentially mischievous responders inflate LGBQ–heterosexual disparities, do so more among boys than girls, and affect outcomes differentially. For example, we find that removing students suspected of being mischievous responders can cut male LGBQ–heterosexual disparities in half overall, and can completely or mostly eliminate disparities in outcomes including fighting at school, driving drunk, and using cocaine, heroin, and ecstasy. Methodologically, we find that some methods are better than others at addressing the issue of data integrity, with boosted regressions coupled with data removal leading to potentially very large decreases in the estimated of LGBQ–heterosexual disparities, but regression adjustment having almost no effect. While the empirical focus of this paper is on LGBQ youth, the issues discussed are relevant to research on other minority groups and youth generally, and speak to survey development, methodology, and the robustness and transparency of research.
DOI: 10.21227/rvjr-2b10
title: ICASSP 2020 Paper 5581

description: Our efforts are made on one-shot voice conversion where the target speaker is unseen in training dataset or both source and target speakers are unseen in the training dataset. In our work, StarGAN is employed to carry out voice conversation between speakers. An embedding vector is used to represent speaker ID. This work relies on two datasets in English and one dataset in Chinese, involving 38 speakers. A user study is conducted to validate our framework in terms of reconstruction quality and conversation quality. The results show that our framework is able to perform one-shot voice conversation and also outperforms state-of-the-art methods when the speaker in the test is seen in the training dataset. The exploration experiment demonstrates that our framework can be updated with incremental training when the data from new speakers is available.
DOI: 10.5281/zenodo.3494466
title: Database for "A model-based investigation of terrestrial carbon response to four radiation modification approaches"

description: This repository contains data used to reproduce results in the paper titled "A model-based investigation of terrestrial carbon response to four radiation modification approaches". A description of different cases is also included.
DOI: 10.5281/zenodo.3494467
title: Database for "A model-based investigation of terrestrial carbon response to four radiation modification approaches"

description: This repository contains data used to reproduce results in the paper titled "A model-based investigation of terrestrial carbon response to four radiation modification approaches". A description of different cases is also included.
DOI: 10.7910/dvn/klbuoe/lx6o5a
title: Norovirus PCR data set detaverse.tab

description: :unav
DOI: 10.5281/zenodo.3516327
title: Seed based phase synchronization data

description: The aim of this research was to investigate how fear predicts the phase synchronization of regions within the brain, and how fear affects the synchronization of functional connectivity between individuals. Participants viewed one of two horror movies in the fMRI scanner (The Conjuring 2 or Insidious). A separate sample of participants viewed the movies and provided continuous measures of experience fear. Seed-based phase synchronization (SBPS): The phase synchronization between each of 116 region pairs of the AAL atlas was computed and correlated with the fear ratings. The result matrix of the correlation coefficients reveal the extent to which fear predicts phase synchronization between regions. Inter-subject phase synchronization (ISBPS): The phase synchronization of the SBPS was conducted between individuals and correlated with the fear ratings. The result matrix of the correlation coefficients reveal the extent to which fear predicts between-individual synchronization of regional phase synchronization.
description: This is a newer version of the data set, with additional files. The original files in the earlier version remain the same.
DOI: 10.25739/7y0n-de49
title: Heritable temporal gene expression patterns correlate with metabolomic seed content in developing hexaploid oat seed - Supporting information

description: Data in this directory is part of supporting information of the manuscript by PBJ titled “Heritable temporal gene expression patterns correlate with metabolomic seed content in developing hexaploid oat seed”. It includes a comprehensive de novo oat seed transcriptome assembly, transcriptome annotation with GO term assignations, expression levels of 22 lines across 6 develpmental time points and the identities of differentially expressed genes, as well as the raw read sequences. The raw reads included both full-transcript RNASeq reads squenced by Illumina HiSeq 2000 (2*100bp) and MiSeq (2*300bp) and 3’ RNASeq libraries sequenced by NextSeq500/HiSeq2000 with a 150 nt single-end run.
DOI: 10.5281/zenodo.3516417
title: weecology/PortalData 1.138.0

description: Official Repo of the Portal Project Data
DOI: 10.3886/e113669v1-19207
title: Replication data for: Why Do College-Going Interventions Work?

description: We present evidence from a series of field experiments in college coaching/mentoring. We find large impacts on college attendance and persistence, but only in the treatments where we use an intensive boots-on-the-ground approach to helping students. Our treatments that provide financial incentives or information alone do not appear to be effective. For women, assignment to our mentoring treatment yields a 15 percentage point increase in the college-going rate while treatment on the treated estimates are 30 percentage points (against a control complier mean rate of 43 percent). We find much smaller treatment effects for men, and the difference in treatment effects across genders is partially explained by the differential in self-reported labor market opportunities. We do not find evidence that the treatment effect derives from simple behavioral mistakes, student disorganization, or a lack of easily obtained information. Instead our mentoring program appears to substitute for the potentially expensive and often missing ingredient of skilled parental or teacher time and encouragement.
DOI: 10.17632/bhwvm6889n.1
title: Fire resistance evaluation through artificial intelligence - A case for timber structures

description: Used in the following article: Naser MZ. Fire resistance evaluation through artificial intelligence-A case for timber structures. Fire Safety Journal. 2019 Apr 1;105:1-8. https://doi.org/10.1016/j.firesaf.2019.02.002
DOI: 10.5281/zenodo.3516335
title: Database of mechanism of action paths for selected drug-disease indications

description: Mechanistic paths that lead from drug to disease in a heterogeneous network. JSON version of the paths available on GitHub
DOI: 10.21227/7hk0-kh52
title: Animation of Electric Fields

description: These files are used for reivision
DOI: 10.21227/9gw7-pf25
title: Animation of Electric Fields

description: These files are used for reivision
DOI: 10.17632/97t6mpfmzs.1
title: Data for: Intermittent preventive treatment of malaria during pregnancy- a generalized linear model with negative binomial distribution

description: Data for the study is a longitudinal count data obtained from the Sunyani Municipal Hospital in the Brong Ahafo Region, Ghana. The hospital serves approximately 150,000 residents. Count data generally are numbers of events per interval. Mathematically, counts are non-negative integers, since an event cannot happen an incomplete or a negative number of times and essentially, there is no upper boundary to a count, because there can theoretically be close to an infinite number of events taking place. The longitudinal data set comprises vital maternal variables of interest such as antenatal clinic registration of pregnant women, IPTp uptake, age of pregnant women, family planning, number of visits at the clinic, number of pregnancies and births by pregnant women, distance from their homes to the hospital, male partner attendance at clinic were recorded over the period of nine years (from December, 2008 to January, 2017). These events were recorded on a monthly basis. The Negative Binomial method which is an extension of the Generalized Linear Models was used in analyzing the longitudinal data set. This method was chosen because the counts or values recorded for the IPT dosage (IPTp 1 through to IPTp 5) were over-dispersed (i.e. variance is greater than the mean). The distribution of Negative Binomial Model for the over-dispersed count data is expressed as; Pr⁡(Y=y│λ,α)=(Γ(y+α^(-1)))/(y!Γ(α^(-1))) (α^(-1)/(α^(-1)+λ))^(α^(-1) ) (λ/(α^(-1)+λ))^y (1) Where: 𝜆 is the mean or the expected value of the distribution, 𝛼 is the over-dispersion parameter. The Negative Binomial Model (log transformed) for the study is therefore; log⁡〖IPT_i=β_0+β_1 ANC_REG 〗+ β_2 M_ANC+β_3 ANC_V1+β_4 ANC_V2+β_5 ANC_V4+β_6 B_(〖15〗_19 )+β_7 B_(〖20〗_24 )+β_8 B_(〖25〗_29 )+β_9 B_(〖30〗_34 )+β_10 B_35+β_11 M_PARA+β_12 P_ARA (2) For i=1,2,…,5. Where, IPT_i = Intermittent Preventive Treatment 1 through to 5 ANCREG = antenatal clinic registration of pregnant women MANC = male involvement at antenatal clinic B_15_19 = pregnant women of ages 15 to 19 who received IPTp B_20_24 = pregnant women of ages 20 to 24 who received IPTp B_25_29 = pregnant women of ages 25 to 29 who received IPTp B_30_34 = pregnant women of ages 30 to 34 who received IPTp B_35 = pregnant women of age ≥35 years who received IPTp ANC_V1 = one visit to the antenatal clinics by pregnant women ANC_V2 = two visits to the antenatal clinics by pregnant women ANC_V4 = four visits to the antenatal clinics by pregnant women M_PARA = four and greater number of births P_PARA = first birth of a woman.
DOI: 10.17632/53zr7cfyrs.1
title: Quality of Nationality Index

description: The Kälin and Kochenov Quality of Nationality Index (QNI) ranks the objective quality of nationalities worldwide. It explores three internal factors (economic strength, human development, and peace and stability) and four external factors (diversity and weight of travel freedom and diversity and weight of settlement freedom) which are used to measure the value of virtually all nationalities worldwide. Peace and stability counts for 10% of aggregate value, all other six factors count for 15% each. The QNI has been created by Dr. Christian H. Kälin, Chairman of Henley & Partners, and Prof. Dimitry Kochenov, Professor of European Constitutional Law and Citizenship at the University of Groningen. This dataset is the basis of the Kälin and Kochenov Quality of Nationality Index, edited by Dimitry Kochenov and Justin Lindeboom (Hart Publishing 2019). Measurement and sources: 1) Economic Strength of the country conferring the nationality is measured by GDP, excluding NRR, with power purchasing parity (PPP). GDP with PPP and NRR have been collected from the World Bank. All figures are normalized to a 0-15% scale. 2) Peace and Stability of the country conferring the nationality is measured by reference to the Global Peace Index. All figures are normalized to a 0-10% scale. 3) Human Development of the country conferring the nationality is measured by reference to the UN Human Development Index. All figures are normalized to a 0-15% scale. 4) Diversity of Settlement Freedom refers to the number of foreign countries in which a nationality's holders can freely settle (including the right to work there) without having to obtain a visa or with visa-on-arrival. All figures are normalized to a 0-15% scale. Data is gathered through extensive research with the assistance of regional experts. 5) Weight of Settlement Freedom measures the qualitative value of the foreign countries in which a nationality's holder is allowed to settle freely. Each settlement destination is valued by reference to its Economic Strength and Human Development. The aggregate value of all settlement destinations determines a nationality's weight of settlement freedom. All figures are normalized to a 0-15% scale. 6) Diversity of Travel Freedom measures the number of destinations to which a nationality's holder can travel to visa-free or with visa-on-arrival. All figures are normalized to a 0-15% scale. This data is provided by the International Air Transport Association (IATA). 7) Weight of Travel Freedom measures the qualitative value of visa-free and visa-on-arrival travel destinations, and also relies on data provided by IATA. Each travel destination is valued by reference to its Economic strength and Human Development. The aggregate value of all travel destinations determines a nationality's weight of travel freedom. All figures are normalized to a 0-15% scale. This dataset contains metadata collected for the purpose of the QNI from 2011 to 2018, as well as the resulting rankings.
DOI: 10.17632/88gh5vw2dd.1
title: A descriptive study of pattern, clinical and demographical profile of inpatient psychiatry referrals in a tertiary care teaching hospital

description: Raw data for the study undertaken, includes deidentified patient details. Consultation-liaison (C-L) psychiatry as a subspecialty has been defined as the area of clinical psychiatry that encompasses clinical understanding, teaching, research activities of psychiatrists and allied mental health professionals in the non-psychiatric divisions of a general hospital. There exist numerous inpatients in a tertiary care hospital having a psychiatric disorder along with medical axis. The amount of research in India in field of Consultation liaison is strikingly low. Objective: to investigate the socio demographic profile, psychiatric subtypes and physical subtypes of illness in patients admitted in other departments who were referred to dept. of psychiatry. Methodology: The study population comprised all consecutive inpatients who were referred for psychiatric consultation from other departments of a Multispecialty Tertiary care teaching hospital over a period of three months. In a semi-structured proforma, socio-demographic profile of patients, referring departments, reason of referral, urgency of opinion, psychiatric diagnosis, and physical illness diagnosis were recorded and analysed using descriptive statistics. Results: Overall 172 patients were assessed after referral from various departments, of which 56.4% were males and 43.6% were females. Mean age was about 34 years with majority of patients in age group of 21-30 years. Maximum referrals were from department of Medicine with the most common reason of referral being abnormal behaviour (26.2%) followed by alleged suicidal attempt or self-harm (24.4%), anxiety (10.5%), substance use (10%) and disorientation (7.6%). Most common psychiatric disorder among the patients were depressive disorder (24.4%), followed by substance use disorder (19.7%), schizophrenia and psychotic disorder (9.3%), stress and trauma related disorder (8.1%). Conclusion: There is a dire need for interdepartmental information dissemination, basic understanding of psychiatry, early symptom recognition, swift referral and ensuring follow-up. Studies which have been published in relation to the inpatient Consultation-Liaison Psychiatry services have been silent on the functional aspect of the services.
DOI: 10.17632/j8rd68s3rz.2
title: Regionalist Parties : CMP/RMP and Gov. Part.

description: CMP SPSS and RMP SPSS : converted data from the datasets + other control variables Tables 1 - 4 Descriptives and Binary Logistic Regression Analysis Appendix A + B: Historical overview of regionalist parties and governement participation Appendix C: CMP codes : three ideological dimensions of party competition Appendix D: RMP statistics (descriptives & binary logistic regression analysis)
DOI: 10.17632/v82mkhn9nc.1
title: Appendix - Web apps quality criteria for people with disabilities: a systematic review

description: Title: Web apps quality criteria for people with disabilities: a systematic review The complete query string and filters used for each digital library are included in Supplementary Appendix 1. The five final criteria were: Content, design, functionality, usability, accessibility. The Supplementary Appendix 2 includes the complete detail of the frequency matrixes and a summary of each paper grouped by the concepts mentioned. There were 18 sub-criteria and researchers either provided them with definitions or searched for it in the studies found. The complete dimensions and criteria are included in Supplementary Appendix 3. Appendix 1: Search strategy in select databases Appendix 2: Analysis - Classification Appendix 3: Criteria
DOI: 10.17632/8b8zkmb3vy.1
title: Data for: The Knowledge Development Route and Major Research Areas of Public Risk Governance

description: The bibliographic records were retrived from the WoS Core Collection Database on 11th April 2018. The search query was public emergency OR public crisis OR public risk OR catastrophe OR disaster AND governance by themes from 1993-2018. The search results were again filtered by literature type "Article and Review papers" and Category "Environmental studies, public administration, political science, planning development, sociology/social science interdisciplinary, social issues/social works". The final dataset include 1,354 records with 67,646 references. The data analysis and visualisation employed tools including VOSviewer, CiteSpace, and Leximancer.
DOI: 10.17632/bf6x46f9wz.1
title: Data for: Material mechanical properties necessary for structural intervention of concrete structures

description: Structural intervention is to restore and/or upgrade mechanical performances of structures. There are many methods for structural intervention for concrete structures, whose structural materials and structural details are often different from those in existing structures to be intervened. Not only concrete and steel, which are typical materials for concrete structures, but also fiber reinforced polymers (FRP), cementitious materials with fibers and polymers and adhesives are often applied for structural intervention. There are various fibers and polymers used for interventions. The prediction method for structural performance of concrete structures are based on mechanical properties of concrete and steel. Stress-strain relationship of steel is unique in comparison with other materials, which is characterized with the yielding point and high fracturing strain. In order to predict structural performance, therefore, we need to develop generic method applicable to not only steel but also other materials. The generic model can tell us what would be the mechanical property to make the structural performance better. External bonding, which is a typical scheme for structural intervention, is not for new structures. Therefore, it is necessary to clarify the material properties and structural details to achieve better bonding strength at interface between substrate concrete and externally bonded material. This paper presents the mechanical property of substrate concrete and intervention material; (1) to achieve better shear strength and ultimate deformation of member after structural intervention, and (2) to achieve better debonding strength for external bonding. Some of the mechanical properties and structural details necessary for better structural performance for structures with structural intervention are different and new from those for structures without intervention. For example, high strength and stiffness are properties for materials in structures without structural intervention, while high fracturing strain and low stiffness are properties for structural intervention materials.
DOI: 10.17632/7x7vc6w9k5.1
title: Data for: SELF-PERCEIVED ADVERSE EVENTS ARE THE MAIN REASON FOR NON-ADHERENCE TO PHARMACOLOGICAL TREATMENT OF EPILEPSY
DOI: 10.17632/g76bm5cm4g.1
title: Supplementary Information: “Gamma spectrometry and LabSOCS-simulated efficiency in the radiological characterisation of quadrangular and cubic specimens of hardened portland cement paste”

description: This file contains supplementary information for the paper ‘Gamma spectrometry and LabSOCS-simulated efficiency in the radiological characterisation of quadrangular and cubic specimens of hardened portland cement paste’, with detailed descriptions of the methods used and findings reported.