cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16624714.v1
title: MGH CDMD sub_020

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624723
title: MGH CDMD sub_005_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624717
title: MGH CDMD sub_004_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624717.v1
title: MGH CDMD sub_004_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624723.v1
title: MGH CDMD sub_005_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624726
title: MGH CDMD sub_002

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624720.v1
title: MGH CDMD sub_002_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624729
title: MGH CDMD sub_010

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624720
title: MGH CDMD sub_002_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624735
title: MGH CDMD sub_021

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624732
title: MGH CDMD sub_024

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624729.v1
title: MGH CDMD sub_010

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624738
title: MGH CDMD sub_013

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624726.v1
title: MGH CDMD sub_002

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624732.v1
title: MGH CDMD sub_024

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624741
title: MGH CDMD sub_006

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624735.v1
title: MGH CDMD sub_021

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624747
title: MGH CDMD sub_016

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624738.v1
title: MGH CDMD sub_013

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624741.v1
title: MGH CDMD sub_006

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624744
title: MGH CDMD sub_001_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624750.v1
title: MGH CDMD sub_018

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624750
title: MGH CDMD sub_018

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624753
title: MGH CDMD sub_004

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624747.v1
title: MGH CDMD sub_016

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624756.v1
title: MGH CDMD sub_011

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624762
title: MGH CDMD sub_003_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624744.v1
title: MGH CDMD sub_001_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624753.v1
title: MGH CDMD sub_004

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624762.v1
title: MGH CDMD sub_003_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624756
title: MGH CDMD sub_011

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624759.v1
title: MGH CDMD sub_006_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624765
title: MGH CDMD sub_012

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624765.v1
title: MGH CDMD sub_012

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624768.v1
title: MGH CDMD sub_023

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624759
title: MGH CDMD sub_006_rescan

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624768
title: MGH CDMD sub_023

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624771
title: MGH CDMD Derivatives

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624774
title: MGH CDMD sub_025

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624774.v1
title: MGH CDMD sub_025

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.6084/m9.figshare.16624771.v1
title: MGH CDMD Derivatives

description: MGH Connectome Diffusion Microstructure Dataset
DOI: 10.17909/hfat-m449
title: Data for paper

description: 2-minute cadence data from Sector 7 of the mission for KELT-19A b. Transits of KELT-9 b with a shorter orbital period were observed 18 times in Sector 14 of the mission.
DOI: 10.17028/rd.lboro.18095975.v1
title: Supplemental data for Summertime overheating in UK homes: is there a safe haven?

description: Methods and data tables for weighting the samples to the national stock.
DOI: 10.17028/rd.lboro.18095975
title: Supplemental data for Summertime overheating in UK homes: is there a safe haven?

description: Methods and data tables for weighting the samples to the national stock.
DOI: 10.6084/m9.figshare.17261057
title: Supplementary data for the cement and steel sector in the article "Net-zero CO2 Germany - A retrospect from the year 2050" by Mengis et al. 2022

description: Supplementary data used within the article "Net-zero CO2 Germany - A retrospect from the year 2050" by Mengis et al. 2022 (see https://doi.org/10.1029/2021EF002324). <br><br>This dataset contains underlying data used for calculating CO2 emission reductions for the steel and cement sector in Germany by 2050. <br>
DOI: 10.6084/m9.figshare.18092765
title: Religiosity study for PAID.sav

description: Religiosity Associated with Unreasonable COVID-19 Behavior May Not Be the Rule<br><br>The purpose of the research is to analyze the linkages between religiosity and behaviors related to COVID-19 pandemic in Lima, Peru.
DOI: 10.6084/m9.figshare.18092765.v2
title: Religiosity study for PAID.sav

description: Religiosity Associated with Unreasonable COVID-19 Behavior May Not Be the Rule<br><br>The purpose of the research is to analyze the linkages between religiosity and behaviors related to COVID-19 pandemic in Lima, Peru.
DOI: 10.6084/m9.figshare.18092765.v1
title: Religiosity study for PAID.sav

description: Religiosity Associated with Unreasonable COVID-19 Behavior May Not Be the Rule<br><br>The purpose of the research is to analyze the linkages between religiosity and behaviors related to COVID-19 pandemic in Lima, Peru.
DOI: 10.21227/2yyx-6669
title: Frequency spectra of a pair of laser-driven, coupled MEMS oscillators as laser power is varied

description:  The dataset contains three videos of the spectrum analyzer screen showing the frequency spectra of a pair of opto-thermally driven, mechanically coupled, non-identical micromechanical oscillators. In all videos the laser power is continuously increased and then decreased. In SM_MinimalCoupling.mp4 the oscillators are minimally coupled and exhibit a drift state in oscillations at all laser powers. In SM_StongCoupling_shortfreqspan.mp4 the oscillators are strongly coupled via short silicon bridges and the oscillators exhibit synchronized oscillation at low laser powers and irregular oscillations at high laser powers. SM_StongCoupling_longfreqspan.mp4 is the same experiment as SM_StongCoupling_shortfreqspan.mp4 but repeated with a longer frequency span in the spectrum analyzer display. This shows the higher harmonics in the nonlinear oscillations. Supporting captions are included in the videos.
DOI: 10.6084/m9.figshare.18129068
title: deepFlashRightBothHierarchical_ri.h5

description: weights for u-net<br>
DOI: 10.6084/m9.figshare.18129068.v1
title: deepFlashRightBothHierarchical_ri.h5

description: weights for u-net<br>
DOI: 10.6084/m9.figshare.11762868
title: Catalogue of Transparent Lobbying Environment .xlsx

description: 1) Catalogue of Transparent Lobbying Environment (CTLE) is an innovative catalogue of lobbying transparency containing four main categories – lobbyist, targets of lobbying, sunshine principles and sanctions.2) CTLE represents pro-transparency rules on lobbying.
DOI: 10.6084/m9.figshare.11762868.v2
title: Catalogue of Transparent Lobbying Environment .xlsx

description: 1) Catalogue of Transparent Lobbying Environment (CTLE) is an innovative catalogue of lobbying transparency containing four main categories – lobbyist, targets of lobbying, sunshine principles and sanctions.2) CTLE represents pro-transparency rules on lobbying.
DOI: 10.6084/m9.figshare.11762868.v1
title: Catalogue of Transparent Lobbying.xlsx

description: 1) Catalogue of Transparent Lobbying (CTL) is an innovative catalogue of lobbying transparency containing four main categories – lobbyist, targets of lobbying, sunshine principlesand sanctions.2) CTL prepresents a catalogue of pro-transparency rules on lobbying.
DOI: 10.6084/m9.figshare.18129074.v1
title: deepFlashRightT1Hierarchical_ri.h5

description: weights for u-net<br>
DOI: 10.6084/m9.figshare.18129074
title: deepFlashRightT1Hierarchical_ri.h5

description: weights for u-net<br>
DOI: 10.17632/bp6f3bcj5j.1
title: FlipFlap coverslips' sandwich holder

description: File to 3D print a coverslips' sandwich holder used to perform dual-view  confocal imaging of cleared and stained plant samples.
DOI: 10.17632/fmw97xwvdt.2
title: A Survey on Knowledge, Attitudes, and Practice About Antibiotic Prescribing and Resistance Among Medical Practitioners in Kenya

description: Antibiotic resistance is a growing global health threat worldwide and especially in developing countries. Irrational antibiotic prescription as well as lack of the requisite knowledge and awareness on proper antibiotic use are major drivers of antibiotic resistance. In Kenya, although the Ministry of Health has developed antibiotic use guidelines, these guidelines are not widely followed. Antibiotic prescription is, therefore, hugely at the discretion of the clinician. It is thus necessary to understand the knowledge, attitude, and practices (KAP) of antibiotic prescription among medical practitioners in the country. This study aimed to evaluate the knowledge, attitude, and practices (KAP) among antibiotic prescribers in three counties (Kiambu, Nakuru, and Bungoma) in Kenya. This was a cross-sectional study using a self-administered questionnaire. Simple descriptive statistics were used to generate frequencies, percentages, and proportions. Where necessary, univariate analyses such as Pearson’s Chi-Square were performed to compare proportions for statistical significance. The study used a structured self-administered questionnaire, which was developed in consultation with experts on antimicrobial resistance as well as previous studies (1). The survey instrument was a seven-part series questionnaire, with each series containing a set of questions intended to capture standardized responses. The questions ranged from those targeting general information responses to those that assessed knowledge, attitude, and practice in using antimicrobials. The first part entailed general questions on the number of years the respondent had worked since graduation from medical school, their current department, and designation. The second part comprised of the prescription pattern and the questions included frequency of prescribing antibiotics and use of antibiotic prescription guidelines when prescribing. The third part focused on the awareness and attitude on the current scope of antibiotic resistance while part four required the respondents to describe their confidence in antibiotic knowledge in prescribing and whether they consult their colleagues when prescribing. In part five, the source of information on antibiotic prescription and resistance was sought and part six aimed to know what guides their judgment when prescribing antibiotics. The last part included questions on the knowledge of antibiotic-resistant bacteria and the management of their infections. Both the data obtained and the questionnaire tool used to collect the data are shared.

References
1. Gitaka, Jesse, Moses Kamita, Dominic Mureithi, Davies Ndegwa, Moses Masika, Geoffrey Omuse, Moses Ngari et al. "Combating antibiotic resistance using guidelines and enhanced stewardship in Kenya: a protocol for an implementation science approach." BMJ open 10, no. 3 (2020): e030823.
DOI: 10.17632/6zw4w4kvsc.1
title: Single crystal X-ray structural dataset of 1,2,4-dithiazolium tetrafluoroborate

description: Single crystal X-ray structural dataset of 1,2,4-dithiazolium tetrafluoroborate is presented here. CIF and checkCIF files are given here.
DOI: 10.6084/m9.figshare.18129071
title: deepFlashLeftT1Hierarchical_ri.h5

description: weights for u-net<br>
DOI: 10.6084/m9.figshare.18129071.v1
title: deepFlashLeftT1Hierarchical_ri.h5

description: weights for u-net<br>
DOI: 10.6084/m9.figshare.18129077.v1
title: deepFlashLeftBothHierarchical_ri.h5

description: weights of ru--net<br>
DOI: 10.6084/m9.figshare.18129077
title: deepFlashLeftBothHierarchical_ri.h5

description: weights of ru--net<br>
DOI: 10.17632/23rkrxx466.1
title: The Impact of Telemedicine on No-Show Rates in Pediatric Dermatology: A Multicenter Retrospective Analysis of Safety-Net Clinics

description: A comparison of the age, sex, insurance class and most common diagnoses during in-person (August 2019-February 2020) and telemedicine (August 2020-February 2021) encounters from the combined patient volume across three dermatology clinic sites.  Synchronous/live video was attempted for all telemedicine encounters and patients were encouraged to send in photos of their skin concerns prior to the visit. If a patient was unable to engage in video conferencing, the visit was completed by telephone and/or the patient was scheduled to be seen in-person. Platforms utilized during telemedicine encounters include; EPIC MyChart (WI), Doximity (CA) Spruce Health (CA) and/or telephone.
DOI: 10.17632/fxgdtkv6zp.4
title: An equilibrium approach to estimate electricity forward prices in an illiquid market

description: Authors: Felipe Van de Sande Araujo, Cristina Spineti Luz, Leonardo Lima Gomes, Luiz Eduardo Teixeira Brandão

The files provided here are the calculations for the paper with the same title. They are organized in the following way: Data - contain datasets of forecasted spot prices for electricity in SE/CO region of Brazil for the year 2020, 2021 and 2022, as well as estimated forward price for electricity for the same years. This data is loaded by the R scripts. Plots - contain the plots generated by these scripts. The main level contain the scripts that can be executed, provided the data is organized in the same structure as this repository. All code was developed for the article.

Paper Abstract: The existence of electricity forward prices provides valuable price discovery, informing operational and investment decisions (that otherwise need to rely on other authoritative sources, such as estimation by market experts). However, electricity forward markets are plagued by low liquidity and by an absence of publicly available transaction prices. We propose a novel equilibrium approach to estimating forward prices. A contributing aspect here is the use of new preference functions based on mixed conditional Value-at-Risk; we are able to characterize the level of risk aversion on the buyer and seller side. The framework is tested with sets of spot prices within the context of the Brazilian market, where most forward transactions are conducted over the counter. Therefore, price information is obtained through research firms. The forward prices estimated with our approach are aligned with those specialists, and we conclude that this framework is a useful analytical tool even in an illiquid market. Furthermore, our results show the existence of a positive relationship between the skewness of the distribution of the spot prices and the estimated forward prices, and also a negative relationship between the variance of the spot prices and the estimated forward prices which verify that Bessembinder and Lemmon’s (2002) first two hypotheses hold in the Brazilian context.

Keywords: electricity forward prices, bilateral contracts, multi-agent equilibrium, mixed CVaR, Optimization.
DOI: 10.17632/n8rfkcznvg.1
title: Raw data on the efficiency of chemical cartridges against aerodispersoids

description: The deposited data has a filtering efficiency of chemical cartridges and PFF2 respirators against aerodispersoids with a diameter greater than 0.3 micrometer.
DOI: 10.17632/mx8k5dwdgs.1
title: What will the corporate income tax system in Ukraine be by 2035? Delphi Method. Quantitative and qualitative data

description: This data are the result of scientific research relating to the evaluation of alternative scenarios of corporate income taxation in Ukraine by 2035, in the terms of their preferability and probability.

For this research, the Delphi method was chosen.

The results show 6 main points.
1.	The experts are fully convinced that the corporate income tax will not be abolished by 2035. However, experts are not as confident whether the corporate income tax will remain unchanged.

2. All scenarios with strong and moderate consensus are undesirable and low probable. 

3. After 4 evaluation rounds the most desirable scenario «Expanding the base through taxation of digital companies that have no physical presence in the country» remained moderately inconsistent. However, this is currently the most discussed scenario in the world, which is a part of OECD initiatives Pillar 1 and Pillar 2.

4. The most undesirable scenario with the strongest consensus was «Increasing the basic tax rate», although it is considered by Nobel Prize Laureate Joseph Stiglitz as one of the preferred scenarios for a particular group of countries.

5. The most discussed scenario in Ukraine since 2015 «Replacement of corporate income tax with tax on withdrawn capital» showed strong experts inconsistent on the desirability, as well as a moderate consensus on the low probability.

And finally, 6. The results of the Delphi method research did not close the discussion about corporate income taxation future in Ukraine, but only highlighted new issues that need further investigations. Thus, conducting such research on a regular basis should be a good foundation for making informed decisions about the future of the taxation system in Ukraine.

The generalizability of these results is subject to certain limitations:
1. The experts from Ukraine and The Commonwealth of Independent States could affect the breadth of views on the research problem.
2. The results of the study depend on the socio-economic and institutional conditions in Ukraine and cannot be fully extrapolated to the tax systems of the other countries.

Data are available in Ukrainian and Russian only.
DOI: 10.17632/mt5kd73y65.1
title: Energy Poverty Alleviation: The Role of Human Development 

description: Data and code for Energy Poverty Alleviation: The Role of Human Development
DOI: 10.17632/rn48rmg587.1
title: Recurrent Cases of DFSP after Treatment 

description: Recurrent cases of DFSP after treatment at the institution where this study was performed.
DOI: 10.17632/2d7yr52phg.1
title: MATE-GUARDING BEHAVIOR IN ANURANS:  INTRA-SEXUAL SELECTION AND THE EVOLUTION OF PROLONGED AMPLEXUS IN THE HARLEQUIN TOAD ATELOPUS LAETISSIMUS.

description: Mate guarding in anurans may consist of a prolonged amplexus or copulatory clasp by the male starting well prior to egg laying. In this study we combined field observations and experimental studies of the Santa Marta Harlequin Toad, Atelopus laetissimus, to elucidate whether the prolonged amplexus in A. laetissimus evolved as a mate-guarding strategy promoted by intense intra-sexual selection in males engaging in amplexus displacement attempts. First, we asked how the ability of a male to successfully defend its amplexus status against interlopers is related to body condition and 13 other morphological traits. Second, we tested whether the following characteristics were associated with mating success and mate guarding in A. laetissimus: clasp force, amplexus duration, and males’ reproductive effort.
DOI: 10.17632/vmgc6gynkh.1
title: Human single neuron inattentional blindness data

description: Dataset of human single-neuron electrophysiology. Containing spiking activity and local field potentials from 96 micro-electrodes implanted in the brain of a patient undergoing neurosurgery while participating in an inattentional blindness task.
DOI: 10.17632/b9vfkjxb4p.1
title: Research Materials for the Study

description: The objective of this research is to create an automated design feedback workflow serving QTO for structural components using Dynamo, a BIM-assisted visual programming tool. A BPMN(Business Process Modeling Notation) Diagram drawn up with Visio software can clearly show the flow forms of data types and information between 'Client', 'Structure Engineer' and 'Estimator'; UML (Unified Modeling Language) Diagram can be used to classify, construct, document, interpret and visualize numerous elements of a dense system using a standardized language to make the data hierarchy clear and the information explicit; Revit Dynamo scripts are used to automate the design-feedback process; Detailed data of the study results are presented in Project Data.
DOI: 10.17632/rs6mwk8sp2.1
title: Dataset - Preference-based automatic shading control in a shared space: The case of Venetian Blinds

description: The following data set contains two main folders:
- VenetianBlindsDecentralizedControl: This folder contains the annual simulations of 64 shading positions in which the slat angles are controlled in a decentralized mechanism. Please refer to the paper for more information. 
- RepresentativeResults: This folder contains the control performance for selected weeks of four months for both cut-off and the proposed control scenarios.
DOI: 10.17632/vd3xhgmfyp.1
title: Age-related qualitative differences in post-error cognitive control adjustments

description: Detecting an error signals the need for increased cognitive control and behavioural adjustments. Considerable development in performance monitoring and cognitive control is evidenced by lower error rates and faster response times in multi-trial executive function tasks with age. Besides these quantitative changes, we were interested in whether qualitative changes in balancing accuracy and speed contribute to developmental progression during elementary school years. We conducted two studies investigating the temporal and developmental trajectories of post-error slowing in three prominent cognitive conflict tasks (Stroop, Simon, and flanker). We instructed children (8-, 10-, and 12-year-old) and adults to respond as fast and as accurately as possible and measured their response times on four trials after correct and incorrect responses to a cognitive conflict. Results revealed that all age groups had longer response times on post-error versus post-correct trials, reflecting post-error slowing. Critically, slowing on the first post-error trial declined with age, suggesting an age-related reduction in the orienting response toward errors. This age effect diminished on subsequent trials, suggesting more fine-tuned cognitive control adjustments with age. Overall, the consistent pattern across tasks suggests an age-related change from a relatively strong orienting response to more balanced cognitive control adaptations.