cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rb3bzv9bnm.1
title: AI-Detector Multi-Language Evaluation Dataset

description: This dataset includes the data relevant to an evaluation of 12 AI-detector tools' performance metrics. The dataset consists of three parts: AI-generated texts in three languages (English, Ukrainian and Russian); Real texts in three languages (English, Ukrainian and Russian); Results and relevant code. The AI-generated texts is a collection of news texts, generated by 48 LLMs divided by 21 folders with the LLM's creator names. Each subfolder is divided by relevant LLM and, where applicable, relevant model versions. Each LLM generated 3 texts in each language and the results are placed in relevant .odt files. For example, AI-Generated Texts/01_OpenAI/GPT/GPT-3.5/News/En-RandomNews-500words.odt is a path to three AI-generated news texts, generated in English by OpenAI's CPT-3.5. The real texts is a collection of news texts, retreived from 9 news agencies from 3 years: 2018, 2019, and 2024. Each year includes three mentioned languages each representing 3 news agencies operating in those languages with each file including 3 news articles from that agency of that year as .odt files. For example: Real texts/2018/EN/BBC_2018.odt represents three articles from the year 2018 by BBC, written in English. Results&Code includes the Raw Data and Metrics .xlsx table, which is divided into three parts: AI texts, which includes the detectors' predictions on the AI-generated texts, Real texts, which includes the detectors' predictions on the real news articles, and metrics, which includes and all relevant calculated values. The majority of the metrics are calculated inside the table using Excel's capabilities, but ROC AUC, AP and Log Loss are calculated using Python code, located in the relevant folder. The folder includes Main.py - the code used for calculating the metrics, using the Scikit-learn library, definitions.py a supplementary code with each detectors' responses, used in Main.py, PR_curves and ROC_curves folders, and out.txt with the results of the calculations, which are generated by Main.py. The execution of Main.py can be done in the following way: py .\Calculator.py &gt; out.txt. You will need to have scikit-learn, numpy and matplotlib installed.
DOI: 10.17632/xjg3k74c2w.1
title: Red boat spirit

description: Social entrepreneurship has increasingly been acknowledged as a powerful approach for tackling complex social challenges. Nevertheless, the role of national spirit as a motivational force driving such initiatives remains insufficiently explored. In response to the national goal of achieving comprehensive prosperity, China’s Ministry of Education, together with local authorities and higher education institutions, initiated the “Youth Red Dream Building Journey” program and inspired by the principles of the Red Boat Spiri. This research aims to explore how the Red Boat Spirit shapes social entrepreneurial intention, with specific emphasis on the mediating role of social entrepreneurial self-efficacy in the context of e-commerce education. The study integrates qualitative and quantitative analyses to investigate the influence of the Red Boat Spirit on social entrepreneurial intention. This study also evaluates whether social entrepreneurial self-efficacy functions as a mediating mechanism within this relationship. The empirical results demonstrate that the three dimensions of the Red Boat Spirit—innovative spirit, dauntless revolutionary spirit, and dedicated spirit—exert significant positive impacts on individuals’ social entrepreneurial intentions. Furthermore, social entrepreneurial self-efficacy partially mediates the association between the Red Boat Spirit and social entrepreneurial intention.
DOI: 10.17632/9m9t4xxg8b
title: Integrative Multi-Omics and Single-Cell Analyses Identify MED15 as a JAK-Responsive Transcriptional Cofactor Implicated in Melanocyte Dysfunction in Vitiligo

description: This dataset contains the processed data used in the analysis of the manuscript "Integrative Multi-Omics and Single-Cell Analyses Identify MED15 as a JAK-Responsive Transcriptional Cofactor Implicated in Melanocyte Dysfunction in Vitiligo."
To facilitate data access, we have uploaded key analysis results following the processing of GWAS summary statistics, TWAS, SMR, and single-cell RNA-seq data.
DOI: 10.7807/immo:red:wm:v1
title: RWI-GEO-RED: RWI Real Estate Data- apartments for rent
title: RWI-GEO-RED: RWI Real Estate Data- apartments for rent
title: Immobiliendaten - Wohnungsmiete

description: ImmobilienScout24 ist die größte Internetplattform für Immobilien in Deutschland. Auf der Internetplattform werden sowohl private als auch gewerbliche Immobilien angeboten. Grundlage des Datensatzes sind Wohnimmobilien zum Kauf und zur Miete, keine Gewerbeimmobilien. Zudem beinhaltet der zugrunde liegende Datensatz keine Objekte die zeitweise deaktiviert wurden (dies geschieht wenn ein möglicher Käufer gefunden wurde, der Vertrag aber noch nicht unterschrieben ist), da diese Angebote möglichen Interessenten nicht zur Verfügung stehen.
description: ImmobilienScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the data only cover residential properties. Furthermore, the data does not contain properties which have been deactivated temporarily (e.g. when there is a potential buyer, but the contract has not been signed yet), since these properties may not be available for prospective customers.
description: Self-administered questionnaire: Web-based
description: seller and landlords give information on website
description: seller and landlords give information on website
description: Alle Inserate auf der Internetplattform
description: all advertisements on the real estate platform
description: Vollerhebung
DOI: 10.17632/9m9t4xxg8b.1
title: Integrative Multi-Omics and Single-Cell Analyses Identify MED15 as a JAK-Responsive Transcriptional Cofactor Implicated in Melanocyte Dysfunction in Vitiligo

description: This dataset contains the processed data used in the analysis of the manuscript "Integrative Multi-Omics and Single-Cell Analyses Identify MED15 as a JAK-Responsive Transcriptional Cofactor Implicated in Melanocyte Dysfunction in Vitiligo."
To facilitate data access, we have uploaded key analysis results following the processing of GWAS summary statistics, TWAS, SMR, and single-cell RNA-seq data.
DOI: 10.17632/5w7hfb6g7w
title: Understanding Urban Utility Excavation Practices: Patterns, Methods, and Implications

description: The data was collated from a set of Road Cutting Permissions (RCPs) issued by NDMC (New Delhi Municipal Council). These RCP were issued in the period between 2019 and 2023. The data identifies multiple fields like Date of issue, Agency name, gov / private, Road cutting window date begins, Road cutting window date ends, Road cutting window period, RR charges, Security charges, Other connection charges, Type of utility, Location of the road cutting, Cut method, length, Total number of pits, EE responsible for restoration of road.
DOI: 10.17632/5w7hfb6g7w.1
title: Understanding Urban Utility Excavation Practices: Patterns, Methods, and Implications

description: The data was collated from a set of Road Cutting Permissions (RCPs) issued by NDMC (New Delhi Municipal Council). These RCP were issued in the period between 2019 and 2023. The data identifies multiple fields like Date of issue, Agency name, gov / private, Road cutting window date begins, Road cutting window date ends, Road cutting window period, RR charges, Security charges, Other connection charges, Type of utility, Location of the road cutting, Cut method, length, Total number of pits, EE responsible for restoration of road.
DOI: 10.15468/dl.z44ffp
title: Occurrence Download

description: A dataset containing 727809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Danaus plexippus",
 "Year 1990-2025"
 ]
}

 The dataset includes 727809 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005698-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rg439hrwz8
title: Synergistic Effects of Montmorillonite and Microbial Consortia on Cr(VI) Reduction

description: Data package for manuscript "Synergistic Effects of Montmorillonite and Microbial Consortia on Cr(VI) Reduction" including all main text Figures (Fig 1-3, 6, 7, S1, S2, S4-6) and two supplementery tables (Table S1-S2).
DOI: 10.5281/zenodo.17677592
title: Measurement report: Validation of multi-satellite remote sensing products and potential source apportionment of BrO and IO in the Arctic using ship-based DOAS
DOI: 10.17632/rg439hrwz8.1
title: Synergistic Effects of Montmorillonite and Microbial Consortia on Cr(VI) Reduction

description: Data package for manuscript "Synergistic Effects of Montmorillonite and Microbial Consortia on Cr(VI) Reduction" including all main text Figures (Fig 1-3, 6, 7, S1, S2, S4-6) and two supplementery tables (Table S1-S2).
DOI: 10.17632/d29jz24gt4
title: Translational potential of guinea pig model with LPS-induced inflammation: metabolomic profiles of two strains

description: Acute inflammation is a complex biological response triggered by various invading agents provoking distinct immune pathways. As inter-strain variability in guinea pigs can influence the inflammatory responses, ultimately affecting disease progression, understanding these strain-specific differences can improve the reliability and translational relevance of guinea pig models in studying acute inflammation. In this study, two guinea pig strains, Trik coloured and Dunkin-Hartley albino, were subjected to bacterial endotoxin lipopolysaccharide (LPS) to induce acute systemic inflammation. Specific metabolite alterations in the blood plasma and bronchoalveolar lavage fluid (BALF) were identified using hydrogen-1 nuclear magnetic resonance (¹H NMR) spectroscopy. Distinct differences in the metabolomic profiles in the blood plasma indicated significant inter-strain variability in circulating metabolites during LPS-induced acute inflammation, including those involved in amino acid transamination, ammonia transfer, and immune responses. Metabolomic analysis of BALF from LPS-sensitised guinea pigs revealed decreased levels of specific metabolites. Moreover, changes in blood and BALF white blood cell counts, and body weight were evaluated after LPS exposure. In BALF, LPS sensitisation caused a slight, non-significant increase in total cell count and a significant neutrophil increase in the Dunkin-Hartley strain. In blood, Trik strain showed a significant increase in total count of cells and a significant neutrophil decrease. LPS sensitisation induced weight loss in both strains, more pronounced in Trik. LPS-induced inflammation causes different metabolomic changes in blood of two guinea pig strains, underlining the importance of choosing the appropriate model to improve the translational relevance.
DOI: 10.17632/d29jz24gt4.1
title: Translational potential of guinea pig model with LPS-induced inflammation: metabolomic profiles of two strains

description: Acute inflammation is a complex biological response triggered by various invading agents provoking distinct immune pathways. As inter-strain variability in guinea pigs can influence the inflammatory responses, ultimately affecting disease progression, understanding these strain-specific differences can improve the reliability and translational relevance of guinea pig models in studying acute inflammation. In this study, two guinea pig strains, Trik coloured and Dunkin-Hartley albino, were subjected to bacterial endotoxin lipopolysaccharide (LPS) to induce acute systemic inflammation. Specific metabolite alterations in the blood plasma and bronchoalveolar lavage fluid (BALF) were identified using hydrogen-1 nuclear magnetic resonance (¹H NMR) spectroscopy. Distinct differences in the metabolomic profiles in the blood plasma indicated significant inter-strain variability in circulating metabolites during LPS-induced acute inflammation, including those involved in amino acid transamination, ammonia transfer, and immune responses. Metabolomic analysis of BALF from LPS-sensitised guinea pigs revealed decreased levels of specific metabolites. Moreover, changes in blood and BALF white blood cell counts, and body weight were evaluated after LPS exposure. In BALF, LPS sensitisation caused a slight, non-significant increase in total cell count and a significant neutrophil increase in the Dunkin-Hartley strain. In blood, Trik strain showed a significant increase in total count of cells and a significant neutrophil decrease. LPS sensitisation induced weight loss in both strains, more pronounced in Trik. LPS-induced inflammation causes different metabolomic changes in blood of two guinea pig strains, underlining the importance of choosing the appropriate model to improve the translational relevance.
DOI: 10.17632/br4xkmvhgt
title: A novel graded laser energy input strategy for fabrication of horizontal overhanging Ti6Al4V metallic structures with PBF-LB method

description: Data will be made available on request.A graded laser energy input strategy including three fabrication steps involving the optimizations of a single molten track, single-sided cantilevered structure, and horizontal overhanging structure as a bridge-like type was investigated. Results revealed that a defocus distance of 5 mm combined with a low laser power of 20 W and scanning speed of 600 mm/s is suitable for fabricating the 1st layer, which is slightly sintered to exhibit lower surface roughness and serves as a structural support for the upper layers. For the next two layers, a slightly higher laser power of 40 W was proven to be optimal for minimizing powder adhesion on the bottom surface, forming satisfactory bonding without interlayer delamination and eliminating warpage originating from continuous accumulation of internal stress. Since the 4th layer, a higher volume energy density (VED) with a laser power of 120 W and no defocus distance aimed at additionally remelting the previous three layers was proved to be effective in further reduce the porosity formed due to incomplete melting while maintaining lower warping height. The 30-layer horizontal overhanging structure fabricated using a graded strategy reaches satisfied balance between dimensional accuracy and surface quality, displaying higher density of 99.72 ±0.21 %, lower thickness deviation of approximately 20 %, top surface roughness of 13.3±1.19 μm and bottom surface roughness of 22.2±2.28 μm.
DOI: 10.17632/br4xkmvhgt.1
title: A novel graded laser energy input strategy for fabrication of horizontal overhanging Ti6Al4V metallic structures with PBF-LB method

description: Data will be made available on request.A graded laser energy input strategy including three fabrication steps involving the optimizations of a single molten track, single-sided cantilevered structure, and horizontal overhanging structure as a bridge-like type was investigated. Results revealed that a defocus distance of 5 mm combined with a low laser power of 20 W and scanning speed of 600 mm/s is suitable for fabricating the 1st layer, which is slightly sintered to exhibit lower surface roughness and serves as a structural support for the upper layers. For the next two layers, a slightly higher laser power of 40 W was proven to be optimal for minimizing powder adhesion on the bottom surface, forming satisfactory bonding without interlayer delamination and eliminating warpage originating from continuous accumulation of internal stress. Since the 4th layer, a higher volume energy density (VED) with a laser power of 120 W and no defocus distance aimed at additionally remelting the previous three layers was proved to be effective in further reduce the porosity formed due to incomplete melting while maintaining lower warping height. The 30-layer horizontal overhanging structure fabricated using a graded strategy reaches satisfied balance between dimensional accuracy and surface quality, displaying higher density of 99.72 ±0.21 %, lower thickness deviation of approximately 20 %, top surface roughness of 13.3±1.19 μm and bottom surface roughness of 22.2±2.28 μm.
DOI: 10.17632/gz4t4d5p4g
title: Method for the controlled induction of metabolic collapse by increasing the apparent Km value of an allosteric enzyme

description: The invention describes the variation of the apparent Michaelis–Menten constant (Km) as a function of enzyme concentration. The phenomenon may occur in both Michaelis–Menten–type enzymes and allosteric enzymes; however, in allosteric enzymes, increasing the enzyme concentration raises the apparent Km value by decreasing the apparent substrate–enzyme affinity, which may lead to the blockage of the metabolic flux in pathways where the enzyme represents a regulatory point. This property enables modulation of allosteric enzyme activity by adjusting enzyme concentration, offering a method for intervention in metabolic pathway regulation, inhibitor design, and applications in pharmacology and enzymatic therapy.
DOI: 10.17632/gz4t4d5p4g.1
title: Method for the controlled induction of metabolic collapse by increasing the apparent Km value of an allosteric enzyme

description: The invention describes the variation of the apparent Michaelis–Menten constant (Km) as a function of enzyme concentration. The phenomenon may occur in both Michaelis–Menten–type enzymes and allosteric enzymes; however, in allosteric enzymes, increasing the enzyme concentration raises the apparent Km value by decreasing the apparent substrate–enzyme affinity, which may lead to the blockage of the metabolic flux in pathways where the enzyme represents a regulatory point. This property enables modulation of allosteric enzyme activity by adjusting enzyme concentration, offering a method for intervention in metabolic pathway regulation, inhibitor design, and applications in pharmacology and enzymatic therapy.
DOI: 10.15468/dl.7e8xch
title: Occurrence Download

description: A dataset containing 2520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((17.838216 -34.492987, 19.137784 -34.492987, 19.137784 -33.415013, 17.838216 -33.415013, 17.838216 -34.492987))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cupressaceae, Betulaceae, Pinaceae)"
 ]
}

 The dataset includes 2520 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005800-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmtczv
title: Occurrence Download

description: A dataset containing 12486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((17.838216 -34.492987, 19.137784 -34.492987, 19.137784 -33.415013, 17.838216 -33.415013, 17.838216 -34.492987))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Poaceae)"
 ]
}

 The dataset includes 12486 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005798-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5278/32b60773-aec2-493a-bfdf-b1e0a4267828
title: Drypvis sygefravær

description: Datasæt med administrative data og spørgeskemaoplysninger om arbejdsmiljø, helbred og fravær om medarbejdere i to organisationer.
DOI: 10.17632/hfrh73wpdn.1
title: EFL Classroom Settings: Behavioral Intention of Using 360-Degree Video in Learning English Language

description: The final project of the screen-based 360-degree video was uploaded to the YouTube platform, and the participants were instructed to watch it. The video can be accessed through the link: https://youtu.be/mSlGn09QG5Y?si=KZ3t1FJNM2NHx7px from their smartphones. The total duration of the 360-degree video is 5 minutes and 48 seconds. In generating the 360-degree video, the 360-camera was set to the 5.4 K video resolution, which aimed to enhance the quality of the video. The Premiere Pro application was used to conduct the post-production.
DOI: 10.17632/x98kpjvxxg
title: Sugarcane Plant Disease Dataset of Assam

description: This dataset will be the first open access dataset on the diseases of sugarcane plants from Assam. Since, Assam produces and exports sugarcane, so a this dataset can be used for timely detection of diseases and their prevention. It can greatly benefit researchers, farmers amongst others who work on increasing the crop production. The data have been collected from different fields of Assam and have been transformed into a reliable dataset.
DOI: 10.17632/x98kpjvxxg.2
title: Sugarcane Plant Disease Dataset of Assam

description: This dataset will be the first open access dataset on the diseases of sugarcane plants from Assam. Since, Assam produces and exports sugarcane, so a this dataset can be used for timely detection of diseases and their prevention. It can greatly benefit researchers, farmers amongst others who work on increasing the crop production. The data have been collected from different fields of Assam and have been transformed into a reliable dataset.
DOI: 10.17632/hxf264tb9t
title: Survey dataset of the stakeholders involved in the Medical device Innovation System in South Africa

description: This dataset comprises survey data collected from three key stakeholder groups within the medical device innovation system (IS) in South Africa: 1) academia/research organizations, 2) enterprises, and 3) government bodies. Three surveys were designed for the three stakeholder groups and they were designed using innovation indicators derived from the Technology Innovation System (TIS) Functions framework to identify challenges and opportunities within the medical device IS. To ensure validity and relevance ahead of distributing the survey, the survey questions were refined through piloting them and conducting semi-structured interviews with experts in the field, including seven academics, four representatives from enterprises, and two government officials. Stakeholders from the medical device IS were then invited to complete the survey online, with responses collected and stored anonymously. The response rates were as follows: Government: 36.1%; Enterprise: 27.8%; Academia: 32.8%. This dataset offers valuable insights for stakeholders in the medical device IS who are interested in identifying existing gaps and exploring opportunities to strengthen the innovation system.