cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/mg9y5w7v5r.1
title: Bio-Cycle AR Diorama

description: Environmental education faces significant challenges in increasing public un-derstanding of renewable energy sources such as biogas, especially in rural areas that are simultaneously experiencing tourism development. This study aims to introduce an interactive learning medium based on Augmented Reali-ty (AR) in the form of a 3D diorama called Bio-Cycle AR Diorama. This media was developed to enhance knowledge about biogas in Bendosari Tour-ism Village, Pujon District, Malang Regency. Unlike conventional media such as posters or printed brochures, which are often less engaging and lim-ited in conveying information, this AR-based media is designed to provide visitors with a more engaging, immersive, and interactive learning experience. Through the AR application, users can directly interact with educational con-tent about the biogas production process, its benefits, and its relevance to en-vironmental issues. This research employs the Design-Based Research (DBR) approach by involving local communities and visitors in the evalua-tion process of the developed media. The test results using the User Experi-ence Questionnaire (UEQ) with 60 respondents showed that the use of this AR media successfully increased user engagement and their understanding of biogas, and also received positive feedback regarding its visual appeal and in-teractive experience. Therefore, this study concludes that integrating AR technology into educational tourism can enhance the learning process of visi-tors and serve as a more effective and engaging alternative for delivering en-vironmental and renewable energy education messages.
DOI: 10.17632/wm4cbzz6dp
title: LINF_190005500

description: Peroxin 13 | PEX13.1; Leishmania infantum (strain JPCM5)
DOI: 10.17632/wm4cbzz6dp.2
title: LINF_190005500

description: Peroxin 13 | PEX13.1; Leishmania infantum (strain JPCM5)
DOI: 10.17632/v66nz2ynbs
title: Data for A first-principles investigation on the enthalpy landscape for the hibonite solid solution: Implications for a nebular barometer

description: DFT Calculations data needed to reproduce any results of the manuscript
DOI: 10.17632/v66nz2ynbs.2
title: Data for A first-principles investigation on the enthalpy landscape for the hibonite solid solution: Implications for a nebular barometer

description: DFT Calculations data needed to reproduce any results of the manuscript
DOI: 10.17632/28k4ywgrtf
title: SZ-CLAY-10-7965

description: SZ-CLAY-10-7964 contains measurement data for various physical and mechanical parameters. The data includes parameters such as cohesion, friction angle, and plastic limit, obtained through different testing methods, such as consolidated quick direct shear tests. It covers measurement results from various regions and projects, providing detailed information on soil characteristics and their variations. This database is of significant value in geotechnical engineering, soil mechanics research, and design, supporting the analysis and prediction of soil behavior.
DOI: 10.17632/28k4ywgrtf.1
title: SZ-CLAY-10-7965

description: SZ-CLAY-10-7964 contains measurement data for various physical and mechanical parameters. The data includes parameters such as cohesion, friction angle, and plastic limit, obtained through different testing methods, such as consolidated quick direct shear tests. It covers measurement results from various regions and projects, providing detailed information on soil characteristics and their variations. This database is of significant value in geotechnical engineering, soil mechanics research, and design, supporting the analysis and prediction of soil behavior.
DOI: 10.17632/wfd233kwz4
title: Yaozhou dataset

description: 该数据集包括了论文中用到的数据，显示与土壤有关的三种主要的生态系统服务功能之间的关系及影响因素。
DOI: 10.17632/wfd233kwz4.1
title: Yaozhou dataset

description: 该数据集包括了论文中用到的数据，显示与土壤有关的三种主要的生态系统服务功能之间的关系及影响因素。
DOI: 10.17632/nnmcwfd6bc
title: Effects of water environment on the erodibility and microstructure of remolded loess by the Mountain Excavation and City Construction (MECC) project in Lanzhou City, China

description: The economy of Lanzhou City has experienced rapid growth, yet it faces significant spatial constraints. To address this issue, the local government initiated the Mountain Excavation and City Construction (MECC) project. However, the remolded loess fill utilized in the MECC project is susceptible to erosion upon exposure to water, thereby compromising the stability of the fill foundation and potentially causing structural damage to buildings. My data shows all the data we derived using NMR as well as SEM, among others: Variations in the T2 distribution of remolded loess; Pore size distribution for the different soil samples before and after seepage; Directionality of the pores; Pore circularity characteristics; Particle abundance in samples before and after seepage; Particle circularity characteristics and Directionality of particles.
DOI: 10.17632/nnmcwfd6bc.1
title: Effects of water environment on the erodibility and microstructure of remolded loess by the Mountain Excavation and City Construction (MECC) project in Lanzhou City, China

description: The economy of Lanzhou City has experienced rapid growth, yet it faces significant spatial constraints. To address this issue, the local government initiated the Mountain Excavation and City Construction (MECC) project. However, the remolded loess fill utilized in the MECC project is susceptible to erosion upon exposure to water, thereby compromising the stability of the fill foundation and potentially causing structural damage to buildings. My data shows all the data we derived using NMR as well as SEM, among others: Variations in the T2 distribution of remolded loess; Pore size distribution for the different soil samples before and after seepage; Directionality of the pores; Pore circularity characteristics; Particle abundance in samples before and after seepage; Particle circularity characteristics and Directionality of particles.
DOI: 10.15468/dl.h6mfkw
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archidasyphyllum diacanthoides (Less.) P.L.Ferreira, Saavedra & Groppo",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 179 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049697-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/j7c3zwfvww
title: Ensemble Machine Learning Models for Estimating Mechanical Curves of Concrete-Timber-Filled Steel Tubes

description: A set of 88 models of CTFSTs was provided in ABAQUS software, focusing on parameters of D, as steel tube diameter, D/t as the diameter-to-thickness ratio, and AT, AC, and AS for cross-sectional areas of timber, concrete, and steel, respectively. Moreover, fc, fy, and fT present the compressive strength of concrete, steel tube, and timber used in the CTFSTs. A full description of the inputs and outputs has been provided in the paper titled "Ensemble Machine Learning Models for Estimating Mechanical Curves of Concrete-Timber-Filled Steel Tubes" published in Engineering Applications of Artificial Intelligence. Please see the link below to find the paper.
DOI: 10.17632/j7c3zwfvww.2
title: Ensemble Machine Learning Models for Estimating Mechanical Curves of Concrete-Timber-Filled Steel Tubes

description: A set of 88 models of CTFSTs was provided in ABAQUS software, focusing on parameters of D, as steel tube diameter, D/t as the diameter-to-thickness ratio, and AT, AC, and AS for cross-sectional areas of timber, concrete, and steel, respectively. Moreover, fc, fy, and fT present the compressive strength of concrete, steel tube, and timber used in the CTFSTs. A full description of the inputs and outputs has been provided in the paper titled "Ensemble Machine Learning Models for Estimating Mechanical Curves of Concrete-Timber-Filled Steel Tubes" published in Engineering Applications of Artificial Intelligence. Please see the link below to find the paper.
DOI: 10.17632/wt52w9g9p5
title: Optimization-based multitarget stacked machine-learning model for estimating mechanical properties of conventional and fiber-reinforced preplaced aggregate concrete

description: The dataset employed in the study "Optimization-based multitarget stacked machine-learning model for estimating mechanical properties of conventional and fiber-reinforced preplaced aggregate concrete" consists of 475 data points, with 419 datasets allocated for PAC and 56 datasets designated for FR-PAC. These datasets have been meticulously gathered from both existing literature (389 and 42 for PAC and FR-PAC, respectively) and our experimental work with 30 datasets for PAC and 14 for FR-PAC. To use the dataset, you should refer to the original paper linked below to ensure licensing and credit.
DOI: 10.17632/wt52w9g9p5.2
title: Optimization-based multitarget stacked machine-learning model for estimating mechanical properties of conventional and fiber-reinforced preplaced aggregate concrete

description: The dataset employed in the study "Optimization-based multitarget stacked machine-learning model for estimating mechanical properties of conventional and fiber-reinforced preplaced aggregate concrete" consists of 475 data points, with 419 datasets allocated for PAC and 56 datasets designated for FR-PAC. These datasets have been meticulously gathered from both existing literature (389 and 42 for PAC and FR-PAC, respectively) and our experimental work with 30 datasets for PAC and 14 for FR-PAC. To use the dataset, you should refer to the original paper linked below to ensure licensing and credit.
DOI: 10.17632/dcmfk5sj5k
title: Preconception care data-health inequality
DOI: 10.17632/dcmfk5sj5k.1
title: Preconception care data-health inequality
DOI: 10.17632/zfhjt78vjh
title: Kara Sea Mn-nodules

description: This data set incudes EMP, ICP-MS, XRF, Moessbauer and U-Th isotope data.
DOI: 10.17632/zfhjt78vjh.1
title: Kara Sea Mn-nodules

description: This data set incudes EMP, ICP-MS, XRF, Moessbauer and U-Th isotope data.
DOI: 10.17632/j46m49pvcd
title: LINF_190005600

description: DnaJ domain-containing protein | JDP15 | J15; Leishmania infantum (strain JPCM5)
DOI: 10.17632/j46m49pvcd.2
title: LINF_190005600

description: DnaJ domain-containing protein | JDP15 | J15; Leishmania infantum (strain JPCM5)
DOI: 10.17632/n625kgsvnk
title: Microscopy and blots

description: Microscopy and blots of the revised manuscript
DOI: 10.17632/n625kgsvnk.1
title: Microscopy and blots

description: Microscopy and blots of the revised manuscript
DOI: 10.17632/mwsj488k9j
title: Extended figures of the revised manuscript

description: Extended figures of the revised manuscript 
Figure E1~E27
DOI: 10.17632/mwsj488k9j.1
title: Extended figures of the revised manuscript

description: Extended figures of the revised manuscript 
Figure E1~E27
DOI: 10.17632/b9d723h5nx.2
title: Relationship Between Narcissism Personality and Theory of Mind: A Meta-Analytic Review

description: Theory of Mind (ToM) is crucial for interpersonal interactions, yet the ToM abilities in narcissistic personalities are not well understood. This meta-analytic review seeks to resolve these discrepancies by elucidating the relationship between narcissistic personality traits and ToM. For this purpose, hypotheses were posited regarding the relationships between the variables according to narcissistic subtypes (grandiose vs. vulnerable; pathologic vs. adaptive) and ToM functioning (cognitive and affective) and measurement (trait vs. actual) types. This meta-analysis investigates the Theory of Mind (ToM) in narcissistic personalities, focusing on how narcissistic traits correlate with cognitive and affective ToM. The study synthesizes data from 33 English-language studies involving 11,031 participants, adhering to PRISMA guidelines and using JAMOVI-MAJOR 1.0.2 for analysis. Results indicate a significant negative correlation between narcissism and ToM, particularly pronounced in vulnerable narcissism and pathological narcissism. Grandiose narcissism displayed no correlation, suggesting a self-serving bias in trait measures. Vulnerable narcissists showed consistent results across actual and trait measures, with cognitive ToM being more affected than affective ToM. The study’s limitations include the underrepresentation of pathological narcissists and potential measurement biases in affective ToM. Overall, the findings suggest that narcissism is not a binary condition but varies dimensionally, with distinct socio-cognitive profiles for vulnerable and grandiose narcissism, contributing to the understanding of narcissistic personality structure.
DOI: 10.17632/drryxbk7ry
title: AI-Assisted Systematic Literature Reviews: To Trust or not to Trust? A Preliminary Study

description: This repository provides additional data to accompany the paper entitled "AI-Assisted Systematic Literature Reviews: To Trust or not to Trust? A Preliminary Study". 

The main goal of the paper is to investigate the feasibility of utilizing AI tools, specifically OpenAI GPT-4 Turbo, Google Gemini 2.5 Pro and Microsoft Copilot, to automate the data extraction phase in Systematic Literature Reviews (SLRs).

The repository contains the following files: 

- Evaluation_form.xlsx: Form used to compare the semantic similarity of responses to SLR questions generated by different generative AI models with those generated manually. The evaluators had to rate the semantic similarity on a scale from 1 to 5, where 1 indicates that the responses have completely different meanings and 5 indicates that they represent exactly the same meaning. In order to do so, they had to enter the ratings into the grey cells. The file contains a first sheet with 5 research questions (RQs) and 5 additional questions (AQs), as well as 17 sheets containing the responses to each question for 17 primary studies (PS).

- Answers_summaries.xlsx: This file contains the semantic similarity ratings given by different evaluators, as well as summaries of the results classified by the generative AI models used. It also contains model comparisons and Intraclass Correlation Coefficient (ICC) calculations to validate the set of results.
DOI: 10.17632/drryxbk7ry.1
title: AI-Assisted Systematic Literature Reviews: To Trust or not to Trust? A Preliminary Study

description: This repository provides additional data to accompany the paper entitled "AI-Assisted Systematic Literature Reviews: To Trust or not to Trust? A Preliminary Study". 

The main goal of the paper is to investigate the feasibility of utilizing AI tools, specifically OpenAI GPT-4 Turbo, Google Gemini 2.5 Pro and Microsoft Copilot, to automate the data extraction phase in Systematic Literature Reviews (SLRs).

The repository contains the following files: 

- Evaluation_form.xlsx: Form used to compare the semantic similarity of responses to SLR questions generated by different generative AI models with those generated manually. The evaluators had to rate the semantic similarity on a scale from 1 to 5, where 1 indicates that the responses have completely different meanings and 5 indicates that they represent exactly the same meaning. In order to do so, they had to enter the ratings into the grey cells. The file contains a first sheet with 5 research questions (RQs) and 5 additional questions (AQs), as well as 17 sheets containing the responses to each question for 17 primary studies (PS).

- Answers_summaries.xlsx: This file contains the semantic similarity ratings given by different evaluators, as well as summaries of the results classified by the generative AI models used. It also contains model comparisons and Intraclass Correlation Coefficient (ICC) calculations to validate the set of results.
DOI: 10.17632/3kkhmn9j52
title: Foraminifera MgCa and δ¹⁸O–δ¹³C Records from the Arabian Sea for DO Events 11–9 (ODP Site 721A)
DOI: 10.17632/3kkhmn9j52.1
title: Foraminifera MgCa and δ¹⁸O–δ¹³C Records from the Arabian Sea for DO Events 11–9 (ODP Site 721A)
DOI: 10.17632/d4gzndpsm3.1
title: Listening to the reef: dataframe and code

description: This deposit contains:
- "acoustic_metrics_dataframe.csv": a CSV file presenting the values of 503 acoustic metrics calculated for each minute of cleaned soundscape recordings (i.e., minutes affected by boats, waves, and divers have been removed) across 98 sites located in Réunion Island, Mayotte Island, and Guadeloupe Island.
- "metrics_selections.r": an R script containing the code used to classify sites based on acoustic metrics using Random Forest and Generalized Linear Models classification models, and to identify each situation (island and day period) discriminant acoustic metrics.
DOI: 10.17632/ybh2vkx8ys
title: BKVs of 21 hard QAP instances

description: BKVs of 21 hard QAP instances
DOI: 10.17632/ybh2vkx8ys.1
title: BKVs of 21 hard QAP instances

description: BKVs of 21 hard QAP instances
DOI: 10.17632/n3tb4st6hw.1
title: Sun et al. 2025

description: This is the raw dataset for Long-range transported dust enhances ice nucleating particles abundance and cloud formation in the North China Plain
DOI: 10.17632/5c2pyznxk4
title: LINF_200009400

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/5c2pyznxk4.1
title: LINF_200009400

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9t3x7t4shf
title: LINF_200009500

description: TMF1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/9t3x7t4shf.1
title: LINF_200009500

description: TMF1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/8zykj6k4cd
title: LINF_200009800

description: gamma-glutamylcyclotransferase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/8zykj6k4cd.1
title: LINF_200009800

description: gamma-glutamylcyclotransferase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/p6847fd3wt
title: LINF_200010000

description: TMEM231-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/p6847fd3wt.1
title: LINF_200010000

description: TMEM231-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/3fv5jjtt2h
title: Heat Treatment Simulation: Case Hardening Sintered Gear

description: This dataset supplements the publication “Numerical Simulation of Residual Stresses in Case-Hardened High-Strength Sintered Gears.” It includes the complete finite element simulation model, detailed material data, model parameters, and selected representative simulation results. The dataset is intended to support transparency, reproducibility, and further research on the modeling of residual stresses in sintered gear components subjected to case hardening.
DOI: 10.17632/3fv5jjtt2h.1
title: Heat Treatment Simulation: Case Hardening Sintered Gear

description: This dataset supplements the publication “Numerical Simulation of Residual Stresses in Case-Hardened High-Strength Sintered Gears.” It includes the complete finite element simulation model, detailed material data, model parameters, and selected representative simulation results. The dataset is intended to support transparency, reproducibility, and further research on the modeling of residual stresses in sintered gear components subjected to case hardening.
DOI: 10.17632/7k7d2g9sxc
title: LINF_200010100

description: zeta tubulin; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7k7d2g9sxc.1
title: LINF_200010100

description: zeta tubulin; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mkjycn58fk
title: LINF_200010600

description: MORN repeat-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mkjycn58fk.1
title: LINF_200010600

description: MORN repeat-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/3ffh8fz2k3
title: Data accompanying paper entitled "Do Normal Stress Vibrations Stabilize or Destabilize Faults? Experimental Perspectives”

description: The mechanical dataset includes processed data from four experiments conducted using a ring-shear hydrothermal deformation apparatus on simulated calcite or natural fault breccia-derived gouges. These experiments were performed under fixed effective normal stresses ranging from 50 to 180 MPa and fluid pressures between 3 and 50 MPa. The effective normal stress was systematically varied in different modes, amplitudes, and periods to investigate its influence on fault slip behavior.

For each individual experiment, the corresponding 'text' file—entitled "uxxxCal-yy-zz-pp" (where xxx is the experiment number, and yy, zz, and pp denote the effective normal stress, fluid pressure, and temperature, respectively)—contains a data table with the following 15 columns: 
 Time Normalload Pf T Displ LPv TauAB Taucorr Mu Mucorr h hlvdt Ec Vsam Vload 
with the following 15 units:
 s MPa MPa degreeC mm micron/s MPa MPa -- -- micron micron micron micron/s micron/s

The raw acoustic emission (AE) data are very large in size; therefore, we provide semi-raw AE datasets for two representative experiments (AE-u829 and AE-u828). Each of these folders contains two subdirectories: “output” and “reduceddata”. As their names suggest, these folders include both result figures (in .jpg) and reduced data files (in .mat format).

Mechanical results for the four experiments (in .jpg and .pdf) are provided in files named “Mecha-Results-uxxx”, where xxx denotes the experiment number.

Periodic analysis results for three experiments (in .jpg) are included in files named “Period-Results-uxxx”. These files contain not only result figures (in .jpg) but also the reduced data (in .mat) and the MATLAB code (in .m) used for processing and analysis.
DOI: 10.17632/3ffh8fz2k3.1
title: Data accompanying paper entitled "Do Normal Stress Vibrations Stabilize or Destabilize Faults? Experimental Perspectives”

description: The mechanical dataset includes processed data from four experiments conducted using a ring-shear hydrothermal deformation apparatus on simulated calcite or natural fault breccia-derived gouges. These experiments were performed under fixed effective normal stresses ranging from 50 to 180 MPa and fluid pressures between 3 and 50 MPa. The effective normal stress was systematically varied in different modes, amplitudes, and periods to investigate its influence on fault slip behavior.

For each individual experiment, the corresponding 'text' file—entitled "uxxxCal-yy-zz-pp" (where xxx is the experiment number, and yy, zz, and pp denote the effective normal stress, fluid pressure, and temperature, respectively)—contains a data table with the following 15 columns: 
 Time Normalload Pf T Displ LPv TauAB Taucorr Mu Mucorr h hlvdt Ec Vsam Vload 
with the following 15 units:
 s MPa MPa degreeC mm micron/s MPa MPa -- -- micron micron micron micron/s micron/s

The raw acoustic emission (AE) data are very large in size; therefore, we provide semi-raw AE datasets for two representative experiments (AE-u829 and AE-u828). Each of these folders contains two subdirectories: “output” and “reduceddata”. As their names suggest, these folders include both result figures (in .jpg) and reduced data files (in .mat format).

Mechanical results for the four experiments (in .jpg and .pdf) are provided in files named “Mecha-Results-uxxx”, where xxx denotes the experiment number.

Periodic analysis results for three experiments (in .jpg) are included in files named “Period-Results-uxxx”. These files contain not only result figures (in .jpg) but also the reduced data (in .mat) and the MATLAB code (in .m) used for processing and analysis.
DOI: 10.17632/bzvsmfys54
title: Data and code for "What does the equity term structure tell us about Trump 2.0's first 100 days in office?"

description: This folder contains data and code from the replication package of the paper "What does the equity term structure tell us about Trump 2.0's first 100 days in office?" by Benjamin Golez, Peter Kelly, and Ben Matthies.