cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rx7mr3r5yg.1
title: Image Dataset for Disease Detection in Sponge Gourd (Luffa aegyptiaca) Leaves

description: Dataset Purpose: Annotated images of sponge gourd (Luffa aegyptiaca) leaves for disease detection and classification.

Location: Collected from multiple regions in Bangladesh.

Leaf Categories: Five distinct disease categories, each with specific characteristics:
Fresh Leaf: Healthy, non-diseased leaves.
Mosaic Leaf: Leaves with mosaic patterns caused by viral infections.
Insect Disease Leaf: Leaves damaged and discolored by insect infestations.
Downy Mildew: Fungal infection marked by pale yellow spots and powdery growth.
Bacterial Leaf Spot Disease: Necrotic spots on leaves due to bacterial infections.

Applications: Supports the development and evaluation of machine learning models for disease detection in sponge gourd cultivation.

Audience: Useful for researchers and practitioners in agriculture, plant pathology, and computer vision.

Dataset Features: Images are annotated and labeled, providing a comprehensive resource for automated disease classification in plants.
DOI: 10.17632/rx7mr3r5yg.2
title: Image Dataset for Disease Detection in Sponge Gourd (Luffa aegyptiaca) Leaves

description: Dataset Purpose: Annotated images of sponge gourd (Luffa aegyptiaca) leaves for disease detection and classification.

Location: Collected from multiple regions in Bangladesh.

Leaf Categories: Five distinct disease categories, each with specific characteristics:
Fresh Leaf: Healthy, non-diseased leaves.
Mosaic Leaf: Leaves with mosaic patterns caused by viral infections.
Insect Disease Leaf: Leaves damaged and discolored by insect infestations.
Downy Mildew: Fungal infection marked by pale yellow spots and powdery growth.
Bacterial Leaf Spot Disease: Necrotic spots on leaves due to bacterial infections.

Applications: Supports the development and evaluation of machine learning models for disease detection in sponge gourd cultivation.

Audience: Useful for researchers and practitioners in agriculture, plant pathology, and computer vision.

Dataset Features: Images are annotated and labeled, providing a comprehensive resource for automated disease classification in plants.
DOI: 10.17632/nzc7fjsg79.1
title: Advancing Educational Equity in North Cotabato: Transforming Lives Through Learning

description: Education plays a fundamental role in shaping the future of individuals and societies, providing opportunities for personal growth, economic stability, and social development. However, in many parts of the world, especially in rural and underserved areas, access to quality education remains a significant challenge. This is particularly true in regions with high poverty rates, limited infrastructure, and diverse cultural contexts, where educational systems often struggle to meet the needs of all students.
In the Philippines, the issue of educational equity is a pressing concern, especially in provinces like North Cotabato, located in the southern part of the country. North Cotabato, known for its diverse communities, including various indigenous groups, faces unique challenges related to geographic isolation, socio-economic disparities, and cultural differences. These challenges have contributed to an educational divide between urban and rural areas, as well as between mainstream and indigenous populations.
The province’s rural and remote areas often suffer from insufficient educational infrastructure, including poorly equipped schools, a shortage of qualified teachers, and limited access to technology and learning resources. In addition, poverty remains a major barrier, with many students unable to afford school-related expenses such as uniforms, supplies, and transportation. For indigenous communities in North Cotabato, cultural and linguistic differences further complicate access to education, as the national curriculum often does not accommodate their unique needs.
The Philippine government, along with various non-governmental organizations (NGOs), has initiated several programs aimed at addressing these disparities. These include efforts to improve school facilities, provide financial aid, and offer alternative learning systems for out-of-school youth and adults. However, despite these efforts, gaps in educational access and quality persist, particularly in marginalized communities.
The need for educational equity in North Cotabato is therefore more urgent than ever. Achieving educational equity is not only about providing equal access to schooling but also about ensuring that all students, regardless of their background or circumstances, have the support and resources they need to succeed. This includes recognizing and addressing the specific challenges faced by rural and indigenous communities, adapting curricula to be more culturally relevant, and providing teachers with the training and resources necessary to meet the diverse needs of their students.
DOI: 10.17632/tvy82j656w.2
title: Dataset for: Debugging in the Domain-Specific Modeling Languages for Software Agents

description: This dataset contains the following .zip files to accompany the paper, entitled "Debugging in the Domain-Specific Modeling
Languages for Software Agents":

1)MaSDebug_IDE.zip: In this file, all language constructs and the Eclipse-based IDE of DSMLs, called SAML, MASRL and MASEML are included. The SAML was developed to be used as design language of the framework. The Multi-Agent System Runtime Modeling Language (MASRL) has been developed with a metamodel that contains the operational semantics of a MAS. The simulation environment modeling language (MASEML) enables simulation parameters to be given to the simulator by modelling.  Please see the Readme.txt file in this zip file for the installation and execution instructions.

2) Experimantal Data: 	This folder includes all research data gathered during the evaluation of the framework. The following items are included:

-Case study scenarios,
-SAML models which we inject faults to cause defined failures,
- Model files repaired by the evaluators during execution of the case studies
- The questionnaire which the evaluators are answered and scored
- Measurements for the analysis of elapsed time
- SPSS Raw data
DOI: 10.17632/tvy82j656w.3
title: Dataset for: Debugging in the Domain-Specific Modeling Languages for Software Agents

description: This dataset contains the following .zip files to accompany the paper, entitled "Debugging in the Domain-Specific Modeling
Languages for Software Agents":

1)MaSDebug_IDE.zip: In this file, all language constructs and the Eclipse-based IDE of DSMLs, called SAML, MASRL and MASEML are included. The SAML was developed to be used as design language of the framework. The Multi-Agent System Runtime Modeling Language (MASRL) has been developed with a metamodel that contains the operational semantics of a MAS. The simulation environment modeling language (MASEML) enables simulation parameters to be given to the simulator by modelling.  Please see the Readme.txt file in this zip file for the installation and execution instructions.

2) Experimantal Data: 	This folder includes all research data gathered during the evaluation of the framework. The following items are included:

-Case study scenarios,
-SAML models which we inject faults to cause defined failures,
- Model files repaired by the evaluators during execution of the case studies
- The questionnaire which the evaluators are answered and scored
- Measurements for the analysis of elapsed time
- SPSS Raw data 

3) Brief descriptions of the scenarios 

4) The meta-model of SAML

5)The meta-model of the MASEML

6)The meta-model of the MASRL
DOI: 10.17632/tvy82j656w.1
title: Dataset for: Debugging in the Domain-Specific Modeling Languages for Software Agents

description: This dataset contains the following .zip files to accompany the paper, entitled "Debugging in the Domain-Specific Modeling
Languages for Software Agents":
1)MaSDebug_IDE.zip: In this file, all language constructs and the Eclipse-based IDE of DSMLs, called SAML, MASRL and MASEML are included. The SAML was developed to be used as design language of the framework. The Multi-Agent System Runtime Modeling Language (MASRL) has been developed with a metamodel that contains the operational semantics of a MAS. The simulation environment modeling language (MASEML) enables simulation parameters to be given to the simulator by modelling.  Please see the Readme.txt file in this zip file for the installation and execution instructions.

2) Experimantal Data: 	This folder includes all research data gathered during the evaluation of the framework. The following items are included:

-Case study scenarios,
-SAML models which we inject faults to cause defined failures,
- Model files repaired by the evaluators during execution of the case studies
- The questionnaire which the evaluators are answered and scored
- Measurements for the analysis of elapsed time
- SPSS Raw data
DOI: 10.5281/zenodo.14289451
title: TEI-XML encoded transcriptions of 318 early modern plays

description: This ZIP file contains TEI-XML encoded transcriptions of 318 editions of 288 early modern plays by 77 authors. Where more than one author formed a team to write a play, we count each team once so that 'Dekker and Webster' counts as one author and 'Dekker' on his own counts as another author.

By far the greatest number of editions is for plays by Shakespeare, on his own or in a team, because for many of his plays this set provides multiple editions, being one or more quartos and the Folio edition. Thus this set contains 63 editions of 39 Shakespeare plays.

The only other authors for whom this set contains multiple editions of one play are these:

 

AUTHOR: Ben Jonson

TITLE: Every Man in His Humour

EDITIONS: 1601 quarto; 1616 Folio

 

AUTHOR: Ben Jonson

TITLE: Poetaster

EDITIONS: 1602 quarto; 1616 Folio

 

AUTHOR: Thomas Kyd

TITLE: The Spanish Tragedy

EDITIONS: 1592 quarto; 1602 quarto

 

AUTHOR: Christopher Marlowe

TITLE: Doctor Faustus

EDITIONS: 1604 quarto; 1616 quarto

 

AUTHOR: Thomas Middleton

TITLE: A Game at Chess

EDITIONS: 1625 third quarto; Trinity Manuscript

 

AUTHOR: Uncertain

TITLE: Mucedorus

EDITIONS: 1598 quarto; 1610 quarto
DOI: 10.5281/zenodo.14289452
title: TEI-XML encoded transcriptions of 318 early modern plays

description: This ZIP file contains TEI-XML encoded transcriptions of 318 editions of 288 early modern plays by 77 authors. Where more than one author formed a team to write a play, we count each team once so that 'Dekker and Webster' counts as one author and 'Dekker' on his own counts as another author.

By far the greatest number of editions is for plays by Shakespeare, on his own or in a team, because for many of his plays this set provides multiple editions, being one or more quartos and the Folio edition. Thus this set contains 63 editions of 39 Shakespeare plays.

The only other authors for whom this set contains multiple editions of one play are these:

 

AUTHOR: Ben Jonson

TITLE: Every Man in His Humour

EDITIONS: 1601 quarto; 1616 Folio

 

AUTHOR: Ben Jonson

TITLE: Poetaster

EDITIONS: 1602 quarto; 1616 Folio

 

AUTHOR: Thomas Kyd

TITLE: The Spanish Tragedy

EDITIONS: 1592 quarto; 1602 quarto

 

AUTHOR: Christopher Marlowe

TITLE: Doctor Faustus

EDITIONS: 1604 quarto; 1616 quarto

 

AUTHOR: Thomas Middleton

TITLE: A Game at Chess

EDITIONS: 1625 third quarto; Trinity Manuscript

 

AUTHOR: Uncertain

TITLE: Mucedorus

EDITIONS: 1598 quarto; 1610 quarto
DOI: 10.17632/tvy82j656w.4
title: Dataset for: Debugging in the Domain-Specific Modeling Languages for Software Agents

description: This dataset contains the following .zip files to accompany the paper, entitled "Debugging in the Domain-Specific Modeling
Languages for Software Agents":

1)MaSDebug_IDE.zip: In this file, all language constructs and the Eclipse-based IDE of DSMLs, called SAML, MASRL and MASEML are included. The SAML was developed to be used as design language of the framework. The Multi-Agent System Runtime Modeling Language (MASRL) has been developed with a metamodel that contains the operational semantics of a MAS. The simulation environment modeling language (MASEML) enables simulation parameters to be given to the simulator by modelling. Please see the Readme.txt file in this zip file for the installation and execution instructions.

2) Experimantal Data: This folder includes all research data gathered during the evaluation of the framework. The following items are included:

-Case study scenarios,
-SAML models which we inject faults to cause defined failures,
- Model files repaired by the evaluators during execution of the case studies
- The questionnaire which the evaluators are answered and scored
- Measurements for the analysis of elapsed time
- SPSS Raw data 

3) MASDebugBundle: Bundled version of the IDE

3) Brief descriptions of the scenarios 

4) The meta-model of SAML

5)The meta-model of the MASEML

6)The meta-model of the MASRL
DOI: 10.17632/8d2hpgfbvz.1
title: Environmental yeasts isolated in Colombia, a dataset

description: This dataset contains the absolute frequency of environmental yeasts (clinical isolates were not included) isolated in different substrates in Colombia.The first sheet is organized by author (row) and the species (column). The second sheet shows the species (or genus) in rows, and the contributor in columns. The third and fourth sheets show the frequency for yeasts identified only to taxonomic level of species or genus, respectively. The last sheet includes the merged frequency between species and their genera. This dataset was updated until December 2020. The publication is located at https://www.researchgate.net/publication/364382939_Chapter_7_Diversity_of_Environmental_Yeasts_of_Colombia_A_Systematic_Review
DOI: 10.17632/8prrf8pgpj.1
title: Gabapentin is an Efficacy Treatment for Facial Flushing and Erythema of Erythematotelangiectatic Rosacea: A Randomized Clinical noninferiority Trial

description: In this dataset, we have provided supplementary information for the study titled "Gabapentin is an Efficacy Treatment for Facial Flushing and Erythema of Erythematotelangiectatic Rosacea: A Randomized Clinical Noninferiority Trial." The supplementary materials include supplementary Figures and tables. A detailed description is provided below:
Supplementary Figure 1. Study flow diagram.
Supplementary Figure 2. The correlations between PSOI and VAS score improvement with CEA improvement in the gabapentin and carvedilol group at 12 weeks. The improvement in PSQI score (A) and VAS score for migraine (B) during gabapentin treatment was associated with the improvement in the CEA scores at 12 weeks. The improvement in PSQI score (C) and VAS score for migraine (D) during carvedilol treatment was no correlation with the improvement in the CEA scores at 12 weeks.
Supplementary Table 1. Baseline of demographic and clinical characteristics in patients with ETR. 
Supplementary Table 2. Outcomes of anxiety and depression in gabapentin and carvedilol treatment.
Supplementary Table 3. Overview of TEAEs in the safety population
Supplementary Table 4. Clinician’s Erythema Assessment (CEA) scale
Supplementary Table 5. Patient’s Self-Assessment (PSA) scale
DOI: 10.17632/8d2hpgfbvz.2
title: Environmental yeasts isolated in Colombia, a dataset

description: This dataset contains the absolute frequency of environmental yeasts (clinical isolates were not included) isolated in different substrates in Colombia. 
The TSV file contains the structured version, available to analyze inmediatly in Python packages, or to import in different Data visualizers. This TSV file is almost identical (without first and last column, without last row) to the first sheet of the Excel file. 
The Excel file contains all unstructured information, but organized in different manners. The first sheet is organized by author (row) and the species (column). The second sheet shows the species (or genus) in rows, and the contributor in columns. The third and fourth sheets show the frequency for yeasts identified only to taxonomic level of species or genus, respectively. The last sheet includes the merged frequency between species and their genera. This dataset was updated until June 2023 (first sheet and TSV file). The publication is located at https://www.researchgate.net/publication/364382939_Chapter_7_Diversity_of_Environmental_Yeasts_of_Colombia_A_Systematic_Review
DOI: 10.17632/yhdsztk82n.1
title: Dataset of Entrepreneurial Intention of University Students

description: This dataset contains information on entrepreneurial intention collected from university students in West Java who are enrolled in entrepreneurship programs. The data provides insights into the motivational and psychological factors influencing their entrepreneurial aspirations, as well as demographic information.

Attributes
Motivation: The level of motivation students have towards entrepreneurship (e.g., High, Low).
Expectation: The level of expectation about success in entrepreneurship (e.g., High, Low).
Risk Resistance: The students' ability to handle risks in entrepreneurship (e.g., Moderate, High).
Negative Attitudes: The extent of negative attitudes students have towards entrepreneurship.
Gender: The gender of the respondent (e.g., Male, Female).
Desire to start a business in the future: Students' intent to start a business in the future (e.g., Intend, Undecided).
Purpose
This dataset is intended for use in studying entrepreneurial intentions, including:

Identifying factors influencing entrepreneurial motivation and decisions.
Understanding gender differences in entrepreneurial attitudes.
Examining the role of education in shaping entrepreneurial expectations.

File Information
Format: Excel file (.xlsx)
DOI: 10.15468/dl.ap5fhn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is Timor-Leste",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033362-241126133413365/datasets/export for details.
DOI: 10.17632/287j6mrtyp.1
title: VDR agonists safety profiles in EudraVigilance 2004-2024

description: This study analyzed 5,369,581 reports in the EudraVigilance system, from which 17,947 reports (0.33%) involving 80,050 ADRs were linked to VDR agonists. The most-reported drugs were cho-lecalciferol (12,944 cases) and calcitriol (1355 cases). Serious ADRs were more prevalent with pa-ricalcitol, alfacalcidol, and calcitriol than with cholecalciferol (p &lt; 0.05). Hypercalcemia was a hallmark ADR for all VDR agonists, with the highest risk linked to dihydrotachysterol (ROR = 5668; 95%CI = 3332 to 9641; p &lt; 0.0001), alfacalcidol (ROR = 965.7; 95%CI = 843.6 to 1106; p &lt; 0.0001), and calcitriol (ROR = 726.0; 95%CI = 634.6 to 830.5; p &lt; 0.0001). Logistic regression highlighted dehy-dration, overdose, and concomitant administration of calcium salts as major predictors of hyper-calcemia. The co-administration of multiple VDR agonists was also found to increase hyper-calcemia risk. However, the disproportionality analysis showed that only active VDR agonists (e.g., calcitriol, alfacalcidol) were associated with severe complications like renal and urinary dis-orders and cardiac issues due to hypercalcemia. Natural precursors (cholecalciferol, ergocalciferol) were more often linked to non-calcemic ADRs such as gastrointestinal symptoms, which were more prevalent in infants and children compared to adults.
DOI: 10.17632/yjb5jxw5tz.1
title: Meta-Datasets

description: This study aimed to evaluate adherence to the 24-hour movement guidelines among toddlers, preschoolers, children, and adolescents, and to investigate the association between guideline adherence and cardiometabolic risk factors (CMRFs).
DOI: 10.17632/yjb5jxw5tz.2
title: Meta-Datasets

description: This study aimed to evaluate adherence to the 24-hour movement guidelines among toddlers, preschoolers, children, and adolescents, and to investigate the association between guideline adherence and cardiometabolic risk factors (CMRFs).
DOI: 10.6084/m9.figshare.28023626
title: Large Language Models as Multi-Task Learners in Materials Science

description: Multi-task fine-tuning data for the paper "Large Language Models as Multi-Task Learners in Materials Science"
DOI: 10.15468/dl.geccc7
title: Occurrence Download

description: A dataset containing 2255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platycladus orientalis (L.) Franco"
 ]
}

 The dataset includes 2255 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033363-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28023626.v1
title: Large Language Models as Multi-Task Learners in Materials Science

description: Multi-task fine-tuning data for the paper "Large Language Models as Multi-Task Learners in Materials Science"
DOI: 10.17632/r4txyt56k2.1
title: Data of aridity-driven dynamics of carbon-water relationships in dryland ecosystems: A case study of the Qilian Mountains

description: The dataset contains original data for the analysis of aridity-driven carbon-water relationships in .TIFF format. Aridity includes the spatial distribution of the aridity index; carbon-water relationships include the spatial distribution and trends of the trade-offs between WC and NPP. Drivers include all drivers used in the study.
DOI: 10.17632/7r2whzfjcx.1
title: Potassium isotope composition in global loess: Origins and implications

description: data to support plotting and discussion
DOI: 10.17632/7r2whzfjcx.2
title: Data for: Potassium isotope composition in global loess: Origins and implications

description: This file includes all XRF and XANES (including XANES-LCF) values to build the figures in the manuscript.
DOI: 10.17632/ks96gsk9c7.1
title: stata codes for From Struggle to Startup: How Childhood Socioeconomic Status Shapes Entrepreneurial Happiness

description: relevant stata codes to replicate the results presented in "From Struggle to Startup: How Childhood Socioeconomic Status Shapes Entrepreneurial Happiness”
DOI: 10.15468/dl.6m6bpf
title: Occurrence Download

description: A dataset containing 686 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "PublishingOrg is one of (2a7e3080-28a9-11dd-97cd-b8a03c50a862)",
 "Year is 2024",
 "GadmGid is one of (COL.8.18_2)"
 ]
 }
 ]
}

 The dataset includes 686 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033364-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpwhjs
title: Occurrence Download

description: A dataset containing 9879 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bibliographic records of Angola mammals"
 ]
}

 The dataset includes 9879 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003400-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.