cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xdhxyk6yvh.3
title: Geochronological data of Paleozoic igneous and metamorphic rocks from the NE Tarim Craton and its adjacent regions

description: The datasets contain three supplemental tables (Table S1 to S3). Table S1 show the LA-ICP-MS zircon and monazite U-Pb data for the key samples of Korla area, NE Tarim Craton. Table S2 display the Biotite 40Ar/39Ar stepwise heating data of mylonitic granite from the Korla area, NE Tarim Craton. Table S3 show ages data of the Paleozoic igneous rocks from the NE Tarim, eastern STS and CTS domains.
DOI: 10.17632/7gj7trypx3.1
title: Self-legal classification in the Special Jurisdiction for Peace in Colombia.

description: Se enuncia la calificación jurídica propia como una herramienta normativa novedosa con la que cuenta la Jurisdicción especial para la Paz al momento de definir las responsabilidades de los diversos actores del conflicto armado en Colombia.
DOI: 10.17632/5yy58vr6bn.1
title: Meal size and intermeal correlations

description: Measure meal size, premeal and post-meal intervals of students eating in a large campus dining all. Participants were trained to weight their food try before and after eating on three non-consecutive days. Data show raw data for each subject and each meal.
DOI: 10.17632/r9jrpmzdrr.1
title: ROLE OF NCLT IN NPA RESOLUTION IN INDIA

description: Insolvency and bankruptcy code (IBC) 2016 is the new bankruptcy law of India which aims to consolidate the existing different law into a single law. The new framework is supposed to be a time bound process. Cases of stressed accounts once admitted are supposed to be resolved within 270 days; if not, companies go into liquidation. During the resolution process, management control is taken away from promoters and vested with a resolution professional. The objectives of the paper are to analyses regulatory aspects of IBC; evaluate the progress made so far in corporate insolvency resolution process (CIRP); examine the status of the case of big defaulters that have referred to NCLT. The study critically examines the regulatory aspect of IBS. It indicates that in 50 per cent cases resolution interest is shown by the borrower itself which depicts their endeavour to protect the company going into liquidation. The resolution process could not fetch encouraging value as lenders face a substantial haircut in times of settlement of stressed assets. The exposure of steel, power and engineering, project &construction sector is highest in the RBI’s big defaulters list referred to NCLT. A noteworthy point is that the operational creditors have been the most influential in the instigation of insolvency proceedings. However, one year after RBI’s decision to refer 12 big defaulters to NCLT-1, only two cases – Bhusan Steel and Electrosteel have been resolved. The slow resolution process is ascribed to lack of interest in bidding in certain sectors e.g. power and promoters’ intention of delaying the settlement process through litigation.
DOI: 10.17632/4k98n84d9g.1
title: Image dataset for the creation of an automatic system for meteor fall detection

description: Image dataset with sky photos showing the occurrence or non-occurrence of falling meteors. The database comprises 7,000 images in JPEG format -- 3,850 (55%) images show the event of falling meteors, and 3,150 (45%) images show no meteors. Different instruments captured the photos from 2014 to 2023. We used the images to train a deep-learning neural network for an automatic falling meteor detector.

The primary image data sources were the Brazilian Meteor Observation Network (BRAMON -- http://www.bramonmeteor.org), UK Meteor Network (UKMON -- https://ukmeteornetwork.co.uk), and Base des Observateurs Amateurs de Météores (BOAM -- http://boam.fr) repositories.

Folders Structure
We divided the folder structure into two levels. In the first level, we have two folders: RawImages, which holds images with captions stored in the repositories; and CroppedImages, which contains images without the captions (we cropped a band of 24 pixels in the lower part of the image).

In the second level, in each of the previous folders, we have another two folders: meteor, which has images with meteors; and non-meteors, with images without occurrences of meteors.

Naming pattern for the files

The naming pattern in the meteor folder follows the format <source>_<date>_<id>.jpg where:

    <source> is one of the 3 data sources: bramon, ukmon, or boam.
    <date> is the date-time the instrument captured the image in the format yyyymmdd_hhnnss (y:year, m:month, d:day, h:hours, n:minutes, s:seconds).
    <id> is an identifier from a specific source to avoid date-time conflicts:
        BRAMON: radiant identifier.
        UKMON: station identifier.
        BOAM: station identifier.

For the non-meteor folder, the naming pattern is <source>_<date>_nonmeteor.jpg to avoid homonyms (with the same date-time) and to identify that they are images of non-meteors.
DOI: 10.17632/yppppkn48v.1
title: DatosEvaluacionRutinas

description: Datos estudio "Análisis de la evaluación por rutinas en ciclo formativo de grado superior en educación infantil desde la percepción de las estudiantes".
DOI: 10.17632/8wj5fsn3kt.1
title: Data for GOING VIRAL ON ADVERTISING YOUTUBE VIDEO - Study 2

description: The file contains the data collection used for the Conjoint Analysis - Study 2 of the article. If you want the same data in SAV I can provide it.
DOI: 10.6084/m9.figshare.22822330
title: Survival Mixed Membership Blockmodel

description: <b>Whenever we send a message via a channel such as E-mail, Facebook, WhatsApp, WeChat, or LinkedIn, we care about the response rate—the probability that our message will receive a response—and the response time—how long it will take to receive a reply. Recent studies have made considerable efforts to model the sending behaviors of messages in social networks with point processes. However, statistical research on modeling response rates and response times on social networks is still lacking. Compared with sending behaviors, which are often determined by the sender’s characteristics, response rates and response times further depend on the relationship between the sender and the receiver. Here, we develop a survival mixed membership blockmodel (SMMB) that integrates semiparametric cure rate models with a mixed membership stochastic blockmodel to analyze time-to-event data observed for node pairs in a social network, and we are able to prove its model identifiability without the pure node assumption. We develop a Markov chain Monte Carlo algorithm to conduct posterior inference and select the number of social clusters in the network according to the conditional deviance information criterion. The application of the SMMB to the Enron E-mail corpus offers novel insights into the company’s organization and power relations. Supplementary materials for this article are available online.</b>
DOI: 10.6084/m9.figshare.22822330.v1
title: Survival Mixed Membership Blockmodel

description: <b>Whenever we send a message via a channel such as E-mail, Facebook, WhatsApp, WeChat, or LinkedIn, we care about the response rate—the probability that our message will receive a response—and the response time—how long it will take to receive a reply. Recent studies have made considerable efforts to model the sending behaviors of messages in social networks with point processes. However, statistical research on modeling response rates and response times on social networks is still lacking. Compared with sending behaviors, which are often determined by the sender’s characteristics, response rates and response times further depend on the relationship between the sender and the receiver. Here, we develop a survival mixed membership blockmodel (SMMB) that integrates semiparametric cure rate models with a mixed membership stochastic blockmodel to analyze time-to-event data observed for node pairs in a social network, and we are able to prove its model identifiability without the pure node assumption. We develop a Markov chain Monte Carlo algorithm to conduct posterior inference and select the number of social clusters in the network according to the conditional deviance information criterion. The application of the SMMB to the Enron E-mail corpus offers novel insights into the company’s organization and power relations. Supplementary materials for this article are available online.</b>
DOI: 10.5281/zenodo.8066711
title: Aligned Diffusion Schroedinger Bridges

description: We add the processed and prepared raw datasets for the D3PM dataset. <br> <strong>Paper Abstract</strong><br> Diffusion Schrödinger bridges (DSB) have recently emerged as a powerful framework for recovering stochastic dynamics via their marginal observations at different time points. Despite numerous successful applications, existing algorithms for solving DSBs have so far failed to utilize the structure of aligned data, which naturally arises in many biological phenomena. In this paper, we propose a novel algorithmic framework that, for the first time, solves DSBs while respecting the data alignment. Our approach hinges on a combination of two decades-old ideas: The classical Schrödinger bridge theory and Doob’s h-transform. Compared to prior methods, our approach leads to a simpler training procedure with lower variance, which we further augment with principled regularization schemes. This ultimately leads to sizeable improvements across experiments on synthetic and real data, including the tasks of protein conformational changes and temporal evolution of cellular differentiation processes.
DOI: 10.5281/zenodo.8066710
title: Aligned Diffusion Schroedinger Bridges

description: We add the processed and prepared raw datasets for the D3PM dataset. <br> <strong>Paper Abstract</strong><br> Diffusion Schrödinger bridges (DSB) have recently emerged as a powerful framework for recovering stochastic dynamics via their marginal observations at different time points. Despite numerous successful applications, existing algorithms for solving DSBs have so far failed to utilize the structure of aligned data, which naturally arises in many biological phenomena. In this paper, we propose a novel algorithmic framework that, for the first time, solves DSBs while respecting the data alignment. Our approach hinges on a combination of two decades-old ideas: The classical Schrödinger bridge theory and Doob’s h-transform. Compared to prior methods, our approach leads to a simpler training procedure with lower variance, which we further augment with principled regularization schemes. This ultimately leads to sizeable improvements across experiments on synthetic and real data, including the tasks of protein conformational changes and temporal evolution of cellular differentiation processes.
DOI: 10.17632/bpzzjzg5hz.1
title: EPI-RARE-fMRI-Awake pigeon

description: Functional magnetic resonance imaging (fMRI) in awake small animals like pigeons or birdsongs opens a new window into the neural fundaments of cognitive behavior. However, high-field fMRI in the avian brain is challenging due to strong local magnetic field inhomogeneities caused by air cavities in the skull. A spoiled gradient-echo fMRI sequence has already been used to map the auditory network in birdsong, but due to susceptibility artifacts, only 50% of the whole brain could be recorded. Since whole-brain fMRI coverage is vital to reveal whole-brain networks, a MRI sequence that is less susceptible to these artifacts was required. This was recently achieved in various bird species by using a rapid acquisition with a relaxation enhancement (RARE) sequence. Weak BOLD sensitivity, low temporal resolution, and heat caused by the long train of radiofrequency refocusing pulses are the main limits of RARE fMRI at high magnetic fields. To go beyond some of these limitations, we here describe the implementation of a two-segmented SE-EPI. The proposed sequence covers the whole brain of awake pigeons. In this study, we implemented a two-segmented SE-EPI sequence that improves the temporal resolution and sensitivity of BOLD fMRI compared to the traditional RARE sequence as a reference sequence for the avian brain. These improvements open new windows in avian research to go beyond the block-design experiments and investigate functional connectivity and higher-order cognitive abilities. This sequence may thus be relevant to those animal fMRI studies that suffer from susceptibility artifacts.
DOI: 10.17632/5z2z39rdkv.1
title: Penetration data in GTAW under gouging mechanism

description: Experimental coniditions and penetration data, GTAW on five differetn materials.
DOI: 10.17632/9bzvwnc2k3.1
title: Supplementary data for Mwelwa et al. (2023), Biotransfer of heavy metals along the soil-plant-edible insect-human food chain in Africa

description: This file includes supplementary data for the concentration of eight heavy metals in soil, host plants, and associated edible insects. A questionnaire that was used to collect data on estimated daily insect consumption is also attached.
DOI: 10.17632/s6wd46hzft.1
title: Data for GOING VIRAL ON ADVERTISING YOUTUBE VIDEO - Study 1

description: The file contains the names of all YouTube videos that were evaluated in the survey, along with their corresponding access links (for the paper - accessed occurred in March 2020), and the number of shares up to that date.
DOI: 10.17632/z86pv7nhsz.1
title: Data availability for the work entitled "Topology optimization of metadevices based on macroscopically distinguishable isotropic materials for natural eigen-frequency recovery of lightened structures"

description: The provided data for replicating the results include: 

*The set of meshes of the plates, including the full plate, and the plates lightened with both circular and rhomboid holes. These meshes are in GNU octave/Matlab "mat" compatible format.

*The set of meshes of the 3D connecting rod, including the mesh of the full rod, and the mesh of the rod lightened with 3 circular holes. These meshes are in Salone_Meca v19 "med" compatible format.

Material data and boundary conditions are provided in the manuscript.
DOI: 10.17632/8jptmcdkrf.1
title: Experimental and theoretical constraints on lithium isotope fractionation during brine evaporation and halite precipitation

description: Li isotope fractionation and element variations during brine evaporation and halite precipitation.
DOI: 10.17632/h6y6nhwdfy.1
title: Supplemental Table I

description: Supplemental Table I. Qualitative Decisional Conflict according to age 
Supplemental Table II. Qualitative Decisional Conflict according to marital status 
Supplemental Table III. Decisional conflict scores according to treatment decision 
Supplemental Table IV. Decisional conflict scores according to tumour´s localization 
Supplemental Table V. Selected treatment according to tumour´s localization 
Supplemental Figure I. Visual SDM-decisional aid-tool
DOI: 10.17632/h6y6nhwdfy.2
title: Supplemental Table I

description: Supplemental Table I. Qualitative Decisional Conflict according to age 
Supplemental Table II. Qualitative Decisional Conflict according to marital status 
Supplemental Table III. Decisional conflict scores according to treatment decision 
Supplemental Table IV. Decisional conflict scores according to tumour´s localization 
Supplemental Table V. Selected treatment according to tumour´s localization 
Supplemental Figure I. Visual SDM-decisional aid-tool
DOI: 10.17632/h6y6nhwdfy.3
title: Supplemental Material

description: Supplemental Table I. Qualitative Decisional Conflict according to age 
Supplemental Table II. Qualitative Decisional Conflict according to marital status 
Supplemental Table III. Decisional conflict scores according to treatment decision 
Supplemental Table IV. Decisional conflict scores according to tumour´s localization 
Supplemental Table V. Selected treatment according to tumour´s localization 
Supplemental Figure I. Visual SDM-decisional aid-tool
DOI: 10.17632/h6y6nhwdfy.4
title: Supplemental Material: Shared decision making quality and decisional regret in patients with low-risk superficial basal cell carcinoma: a prospective, multicenter cohort study.

description: Supplemental Table I. Qualitative Decisional Conflict according to age 
Supplemental Table II. Qualitative Decisional Conflict according to marital status 
Supplemental Table III. Decisional conflict scores according to treatment decision 
Supplemental Table IV. Decisional conflict scores according to tumour´s localization 
Supplemental Table V. Selected treatment according to tumour´s localization 
Supplemental Figure I. Visual SDM-decisional aid-tool

Abstract 
Background: Many therapies are available to treat low-risk superficial Basal Cell Carcinoma (lr-sBCC), which may complicate the shared decision-making (SDM) process.
Objective: To assess the SDM process of patients and physicians when deciding lr-sBCC therapy, as well as the factors that may influence the SDM process.
Methods: A prospective, multicenter cohort study over 18-months from October 2018 to April 2020 on three tertiary university hospitals and one private hospital.
Results:  This study included 107 patients. There was a weak positive correlation between SDM-Q-9 and SDM-Q-Doc (rs [105] = 0.21; P = .03). Most patients (71%) chose a non-surgical treatment after the SDM process. Patients with higher satisfaction with the SDM had lower decisional conflict and decisional regret (P < .001). Patients older than 80 years had higher rates of significant decisional conflict. When evaluating treatment decisions, the highest median score on desicional conflict (22, IQR [16]; P = .01) was observed on patients who chose a surgical excision.
Limitations: Patients may have self‐selected to participate.

Conclusion: This study suggests that patients may prefer less invasive therapies for low-risk superficial basal cell carcinoma. The shared decision-making process may reduce decisional conflict and decisional regret.
DOI: 10.17632/h6y6nhwdfy.5
title: Supplemental Material: Shared decision making quality and decisional regret in patients with low-risk superficial basal cell carcinoma: a prospective, multicenter cohort study.

description: Supplemental Table I. Qualitative Decisional Conflict according to age 
Supplemental Table II. Qualitative Decisional Conflict according to marital status 
Supplemental Table III. Decisional conflict scores according to treatment decision 
Supplemental Table IV. Decisional conflict scores according to tumour´s localization 
Supplemental Table V. Selected treatment according to tumour´s localization 
Supplemental Figure I. Visual SDM-decisional aid-tool

Abstract 
Background: Many therapies are available to treat low-risk superficial Basal Cell Carcinoma (lr-sBCC), which may complicate the shared decision-making (SDM) process.
Objective: To assess the SDM process of patients and physicians when deciding lr-sBCC therapy, as well as the factors that may influence the SDM process.
Methods: A prospective, multicenter cohort study over 18-months from October 2018 to April 2020 on three tertiary university hospitals and one private hospital.
Results:  This study included 107 patients. There was a weak positive correlation between SDM-Q-9 and SDM-Q-Doc (rs [105] = 0.21; P = .03). Most patients (71%) chose a non-surgical treatment after the SDM process. Patients with higher satisfaction with the SDM had lower decisional conflict and decisional regret (P < .001). Patients older than 80 years had higher rates of significant decisional conflict. When evaluating treatment decisions, the highest median score on decisional conflict (22, IQR [16]; P = .01) was observed on patients who chose a surgical excision.
Limitations: Patients may have self‐selected to participate.

Conclusion: This study suggests that patients may prefer less invasive therapies for low-risk superficial basal cell carcinoma. The shared decision-making process may reduce decisional conflict and decisional regret.
DOI: 10.17632/85fn49psnx.1
title: Supplementary files

description: Supplementary files for the article "Atypical fibroxanthoma and pleomorphic dermal sarcoma: Local recurrence and metastasis in a nationwide population-based cohort of 1118 patients
DOI: 10.17632/85fn49psnx.2
title: Supplementary files for the article "Atypical fibroxanthoma and pleomorphic dermal sarcoma: Local recurrence and metastasis in a nationwide population-based cohort of 1118 patients"

description: Supplementary files for the article "Atypical fibroxanthoma and pleomorphic dermal sarcoma: Local recurrence and metastasis in a nationwide population-based cohort of 1118 patients"
DOI: 10.17632/d6s4dzn5dx.1
title: The comparison of resin glands, ethnobotany and essential oils of shoots of male and female plants and female cones of Juniperus seravschanica

description: Juniperus is potential resource for essential oils utilizing in medicinal, food, cosmetic and agriculture industries. Local people use shoots particularly cones in treatment of rheumatism, hive, earache and insecticide. The surface position of resin glands and their constituents suggest their protective role against hard condition. High levels of α-pinene, limonene and α-cedrol, confirm different industrial, medicinal and agricultural applications of the species.
DOI: 10.17632/3tmf2t35xk.1
title: Supplementary data for Mwelwa et al. (2023), Biotransfer of heavy metals along the soil-plant-edible insect-human food chain in Africa

description: This file includes supplementary data for the concentration of eight heavy metals in soil, host plants, and associated edible insects. Also, a questionnaire that was used to estimate the daily insect consumption per day is here attached.
DOI: 10.17632/h295ph67zn.1
title: Dataset for: Gravity inversion modeling with scale sensing and adaption

description: Codes and dataset for gravity inversion modeling with scale sensing and adaption.
DOI: 10.17632/h295ph67zn.2
title: Dataset for: Gravity inversion modeling with scale sensing and adaption

description: Codes and dataset for gravity inversion modeling with scale sensing and adaption.
DOI: 10.17632/h295ph67zn.3
title: Dataset for: Gravity Inversion with L0-Norm Model Constraint: Application to Ore-mining in Nanling, China

description: Codes and dataset for Gravity Inversion with L0-Norm Model Constraint: Application to Ore-mining in Nanling, China
DOI: 10.17632/h295ph67zn.4
title: Dataset for: Gravity Inversion with L0-Norm Model Constraint: Application to Ore-mining in Nanling, China

description: Codes and dataset for Gravity Inversion with L0-Norm Model Constraint: Application to Ore-mining in Nanling, China
DOI: 10.34740/kaggle/dsv/6041327
title: Balochi Language to English Translation Dataset
DOI: 10.15139/s3/moo24j
title: Replication Data for: Descriptive Representation and Innovation in American Legislatures

description: Previous scholarship has linked increased representation of women, racial/ethnic minorities, the LGB community, and the working class to more representative legislative agendas and roll call voting. But it is unclear if descriptive representation of historically excluded groups also affects policy innovativeness. Borrowing from interdisciplinary research, we argue that diverse legislatures are more innovative, so long as legislators operate in a quality deliberative environment. We measure the descriptive representation of seven different underrepresented groups in state legislatures from 1984-2016. We find that representation of women is a key predictor of innovation, operationalized as the tendency for states to adopt new policies early. We also find the effect of women is not dependent on critical mass, is undermined by high levels of polarization, and helps boost the capacity of legislatures to produce unique policy language. Some models are suggestive of a relationship between racial/ethnic minority (Black, Latinx, Native American) representation and innovation, but the results are inconsistent. The study provides insights into how representation of women can enhance legislative capacity to innovate in public policy.