cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/5np57cnjhf
title: Dataset for: Symmetry and Asymmetry in AI-Mediated Visual Critical Analysis: Multi-Level Framework for Human-Computer Interaction in Photographic Critical Analysis Education

description: This dataset supports the article "Symmetry and Asymmetry in AI-Mediated Visual Critical Analysis: Multi-Level Framework for Human-Computer Interaction in Photographic Critical Analysis Education," published in the International Journal of Human-Computer Studies.

Research Hypothesis: The study investigates whether a structurally symmetric AI educational tool, based on the Hermeneutical and Interdisciplinary Socio-Semiotic Model for Photographic Critique (HSSPC Model), can effectively support photographic critical analysis education while accommodating asymmetric user needs through adaptive differentiation.

Data Description: The dataset contains aggregated quantitative results from a convergent mixed-methods study conducted with 128 undergraduate students enrolled in photography and audiovisual production courses at Tecnologico de Monterrey (Mexico City, Mexico) during August-December 2025. Data was collected through the Canvas learning management system via student analysis packages, reflective responses, and usage logs.

The dataset includes eight tables: (1) Adoption modalities of AI-assisted analysis (n=128); (2) Frequency of theoretical perspectives applied; (3) Overall tool valuations; (4) Most valued aspects; (5) Principal criticisms; (6) Emergent user profile distributions; (7) Metacritical consciousness types; and (8) Statistical test results (chi-square with effect sizes).

Notable Findings: Results demonstrate a 94% adoption rate with 68% positive evaluations. Three distinct user profiles emerged with asymmetric needs: Academic (40%), Pragmatic (35%), and Artistic (25%). A pedagogical paradox was identified where analytical depth constituted both the primary strength (46%) and a source of criticism (10%). Metacritical consciousness developed in 78% of students, indicating successful epistemological calibration in human-AI collaboration.

Data Interpretation: The tables can be read independently as frequency distributions and cross-tabulations. Percentages refer to the proportion of the total sample (n=128) unless otherwise noted. The metacritical consciousness data refers to a subset of 100 students (78% of the sample) who demonstrated critical awareness. Chi-square analysis (Table 8) tests the association between prior AI experience and adoption modality, with Cramer's V indicating a medium effect size.

Note: Raw qualitative data (student reflections and textual responses) are not included due to ethical and privacy considerations. Anonymized representative excerpts are provided in the associated manuscript.

Files: The dataset is provided in two formats: CSV (machine-readable, suitable for statistical analysis) and PDF (human-readable documentation with formatted tables).
DOI: 10.17632/5np57cnjhf.1
title: Dataset for: Symmetry and Asymmetry in AI-Mediated Visual Critical Analysis: Multi-Level Framework for Human-Computer Interaction in Photographic Critical Analysis Education

description: This dataset supports the article "Symmetry and Asymmetry in AI-Mediated Visual Critical Analysis: Multi-Level Framework for Human-Computer Interaction in Photographic Critical Analysis Education," published in the International Journal of Human-Computer Studies.

Research Hypothesis: The study investigates whether a structurally symmetric AI educational tool, based on the Hermeneutical and Interdisciplinary Socio-Semiotic Model for Photographic Critique (HSSPC Model), can effectively support photographic critical analysis education while accommodating asymmetric user needs through adaptive differentiation.

Data Description: The dataset contains aggregated quantitative results from a convergent mixed-methods study conducted with 128 undergraduate students enrolled in photography and audiovisual production courses at Tecnologico de Monterrey (Mexico City, Mexico) during August-December 2025. Data was collected through the Canvas learning management system via student analysis packages, reflective responses, and usage logs.

The dataset includes eight tables: (1) Adoption modalities of AI-assisted analysis (n=128); (2) Frequency of theoretical perspectives applied; (3) Overall tool valuations; (4) Most valued aspects; (5) Principal criticisms; (6) Emergent user profile distributions; (7) Metacritical consciousness types; and (8) Statistical test results (chi-square with effect sizes).

Notable Findings: Results demonstrate a 94% adoption rate with 68% positive evaluations. Three distinct user profiles emerged with asymmetric needs: Academic (40%), Pragmatic (35%), and Artistic (25%). A pedagogical paradox was identified where analytical depth constituted both the primary strength (46%) and a source of criticism (10%). Metacritical consciousness developed in 78% of students, indicating successful epistemological calibration in human-AI collaboration.

Data Interpretation: The tables can be read independently as frequency distributions and cross-tabulations. Percentages refer to the proportion of the total sample (n=128) unless otherwise noted. The metacritical consciousness data refers to a subset of 100 students (78% of the sample) who demonstrated critical awareness. Chi-square analysis (Table 8) tests the association between prior AI experience and adoption modality, with Cramer's V indicating a medium effect size.

Note: Raw qualitative data (student reflections and textual responses) are not included due to ethical and privacy considerations. Anonymized representative excerpts are provided in the associated manuscript.

Files: The dataset is provided in two formats: CSV (machine-readable, suitable for statistical analysis) and PDF (human-readable documentation with formatted tables).
DOI: 10.17632/s3xyjnvzwm
title: Data and Program for "Market Feedback: Evidence from the Horse’s Mouth"

description: This package contains the materials necessary to replicate the results in “Market Feedback: Evidence from the Horse’s Mouth” by Itay Goldstein, Bibo Liu and Liyan Yang, published in the Journal of Financial Economics.
DOI: 10.17632/s3xyjnvzwm.2
title: Data and Program for "Market Feedback: Evidence from the Horse’s Mouth"

description: This package contains the materials necessary to replicate the results in “Market Feedback: Evidence from the Horse’s Mouth” by Itay Goldstein, Bibo Liu and Liyan Yang, published in the Journal of Financial Economics.
DOI: 10.17632/y84nxw853r
title: Dataset Karate

description: Analysis of the duration of karate tournaments
DOI: 10.17632/y84nxw853r.1
title: Dataset Karate

description: Analysis of the duration of karate tournaments
DOI: 10.17632/g9zvx5h563
title: QTP soil date

description: Soil Quality Evaluation for QTP
DOI: 10.17632/g9zvx5h563.1
title: QTP soil date

description: Soil Quality Evaluation for QTP
DOI: 10.17632/5t9gwwd225
title: Carbon–agriculture market connectedness under the EU ETS: Evidence on sectoral heterogeneity and market states

description: Should you encounter any issues or difficulties in the process, please do not hesitate to contact kejia.yan@mmc.edu.ao
DOI: 10.17632/5t9gwwd225.1
title: Carbon–agriculture market connectedness under the EU ETS: Evidence on sectoral heterogeneity and market states

description: Should you encounter any issues or difficulties in the process, please do not hesitate to contact kejia.yan@mmc.edu.ao
DOI: 10.17632/x37mkpk8d6
title: Vegetation Properties of Biopolymer and Plant Fiber Solidified Sandy Soil

description: Indoor cultivation experiment test data
DOI: 10.17632/x37mkpk8d6.1
title: Vegetation Properties of Biopolymer and Plant Fiber Solidified Sandy Soil

description: Indoor cultivation experiment test data
DOI: 10.5281/zenodo.18573908
title: Linking plant functional traits and trait networks to grassland ecosystem productivity under global change
DOI: 10.5281/zenodo.18573907
title: Linking plant functional traits and trait networks to grassland ecosystem productivity under global change
DOI: 10.15468/dl.z25vnq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryconacidnus hemigrammus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004057-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tde9kc
title: Occurrence Download

description: A dataset containing 5349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indigofera spicata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 5349 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004056-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2r7kfv
title: Occurrence Download

description: A dataset containing 3069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypenia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3069 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004058-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c3bf5
title: Occurrence Download

description: A dataset containing 64383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120.29712 13.59365,120.15611 13.28707,121.13491 12.01641,121.74045 12.53515,121.64091 13.2144,120.84459 13.65008,120.29712 13.59365))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64383 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004022-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft8h9s
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phataginus tricuspis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1830"
 ]
}

 The dataset includes 210 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004059-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/s3t7fyktdh
title: A slack-based DEA approach to benchmarking COVID-19 response efficiency in small island developing states

description: This datafile contains all relevant data used to estimate the COVID-19 response efficiency scores for 27 small island developing states from Jan-2020-Dec-2021.
DOI: 10.17632/s3t7fyktdh.1
title: A slack-based DEA approach to benchmarking COVID-19 response efficiency in small island developing states

description: This datafile contains all relevant data used to estimate the COVID-19 response efficiency scores for 27 small island developing states from Jan-2020-Dec-2021.
DOI: 10.15468/dl.uktud9
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryconacidnus paipayensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004060-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7tfnmscrfx
title: The Impact of the COVID-19 Pandemic on Entrepreneurs’ Depression: Quasi-Experimental Evidence from China
DOI: 10.17632/7tfnmscrfx.1
title: The Impact of the COVID-19 Pandemic on Entrepreneurs’ Depression: Quasi-Experimental Evidence from China
DOI: 10.17632/fchh5vrcs5
title: Teacher Well-Being Q Sorts

description: This spreadsheet contains data from a Q methodology project examining teachers’ subjective views on well-being. Data were collected from a group of teachers in Thai school schools. All Q sorts were entered into a spreadsheet. These data are intended to be analyzed using inverted factor analysis.
DOI: 10.17632/fchh5vrcs5.1
title: Teacher Well-Being Q Sorts

description: This spreadsheet contains data from a Q methodology project examining teachers’ subjective views on well-being. Data were collected from a group of teachers in Thai school schools. All Q sorts were entered into a spreadsheet. These data are intended to be analyzed using inverted factor analysis.
DOI: 10.15468/dl.ywapgf
title: Occurrence Download

description: A dataset containing 2032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pleurodema bufoninum"
 ]
}

 The dataset includes 2032 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004061-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bbn5p
title: Occurrence Download

description: A dataset containing 1060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indigofera trita",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1060 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004062-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tbgvs7m49d
title: Greening the RMG sector: Linking Entrepreneurial Orientation, Eco-Innovation, Strategy, Technology Turbulence, and Female Employee Performance

description: Drawing on the Natural Resource-Based View (NRBV) and Contingency Theories (CT), this study examines the impact of green entrepreneurial orientation on green performance, the mediating role of environmentally friendly innovation, and the moderating effects of green innovation strategy and environmental technology turbulence. Data were collected through purposive sampling, with 368 female employees from Bangladesh's readymade garment industry surveyed. Partial least squares structural equation modelling (PLS-SEM) and necessary condition analysis (NCA) were used to test the hypothesised model. The results supported the hypotheses: green entrepreneurial orientation was positively linked to green performance. The study also revealed a significant and positive nexus between green entrepreneurial orientation and environmentally friendly innovation, as well as between environmentally friendly innovation and green performance. It demonstrates that green entrepreneurial orientation influences green performance via environmentally friendly innovation. Additionally, it confirms the moderating effect of green innovation strategy on the relationship between environmentally friendly innovation and green performance. Lastly, the study shows that ETT moderates the GEO-GP relationship. This research is unique because it is among the first to hypothesize and extend the application of NRBV and CT theories within the field of green performance. Its originality helps fill existing gaps in the literature by enriching the body of knowledge from an emerging economy perspective. Consequently, it offers several innovative recommendations to policymakers, owners, and managers on integrating green entrepreneurial orientation, environmentally friendly innovation, a green innovation strategy, and environmental technology turbulence to achieve green performance and advance the Sustainable Development Goals (SDGs).
Keywords Green entrepreneurial orientation, environmentally friendly innovation, green innovation strategy, environmental technology turbulence, green performance, Natural resource-based view theory, contingency theory
DOI: 10.17632/tbgvs7m49d.1
title: Greening the RMG sector: Linking Entrepreneurial Orientation, Eco-Innovation, Strategy, Technology Turbulence, and Female Employee Performance

description: Drawing on the Natural Resource-Based View (NRBV) and Contingency Theories (CT), this study examines the impact of green entrepreneurial orientation on green performance, the mediating role of environmentally friendly innovation, and the moderating effects of green innovation strategy and environmental technology turbulence. Data were collected through purposive sampling, with 368 female employees from Bangladesh's readymade garment industry surveyed. Partial least squares structural equation modelling (PLS-SEM) and necessary condition analysis (NCA) were used to test the hypothesised model. The results supported the hypotheses: green entrepreneurial orientation was positively linked to green performance. The study also revealed a significant and positive nexus between green entrepreneurial orientation and environmentally friendly innovation, as well as between environmentally friendly innovation and green performance. It demonstrates that green entrepreneurial orientation influences green performance via environmentally friendly innovation. Additionally, it confirms the moderating effect of green innovation strategy on the relationship between environmentally friendly innovation and green performance. Lastly, the study shows that ETT moderates the GEO-GP relationship. This research is unique because it is among the first to hypothesize and extend the application of NRBV and CT theories within the field of green performance. Its originality helps fill existing gaps in the literature by enriching the body of knowledge from an emerging economy perspective. Consequently, it offers several innovative recommendations to policymakers, owners, and managers on integrating green entrepreneurial orientation, environmentally friendly innovation, a green innovation strategy, and environmental technology turbulence to achieve green performance and advance the Sustainable Development Goals (SDGs).
Keywords Green entrepreneurial orientation, environmentally friendly innovation, green innovation strategy, environmental technology turbulence, green performance, Natural resource-based view theory, contingency theory
DOI: 10.15468/dl.svjnka
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyptis remota",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 40 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004064-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/wnf-1z0-9sg
title: Corispermum nitidum Schult.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mw9-7gs-els
title: Corispermum nitidum Schult.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/qta-5g6-7yn
title: Atriplex prostrata Boucher ex DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/x6k-f0g-n3l
title: Corispermum nitidum Schult.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nlr-qsg-tmw
title: Corispermum pallasii Steven

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/x6g-e6g-kaf
title: Bassia sedoides (Pall.) Asch.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/x6t-ya1-r61
title: Bassia sedoides (Pall.) Asch.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.57760/sciencedb.j00186.00991
title: Imaging Results of Laser Compton Slant Scattering Spots
title: 斜入射激光康普顿散射成像结果

description: Imaging of gamma beam spots generated by laser Compton scattering under oblique incidence using imaging equipment 
description: Imaging of gamma beam spots generated by laser Compton scattering under oblique incidence using imaging equipment
DOI: 10.57760/sciencedb.j00186.00990
title: Bayesian evaluation of photofission product yields of Th isotopic chains
title: Bayesian evaluation of photofission product yields of Th isotopic chains

description: The fragment yields in photon-induced fission reactions of thorium (Th) isotopes are important in modern nuclear energy applications, as well as in the evolution of the nuclear structure in its isotopic chains. Bayesian neural networks (BNN) models have been constructed to describe fragment yields in photonuclear fission reactions of thorium isotopes ranging from 216Th to 232Th, including those of 232Th at various incident photon energies. The predicted results of the optimized BNN models show good agreement with the measured data in the reactions. The double-layer BNN models successfully illustrate the systematic transition from asymmetric to symmetric fission in thorium isotopes, including associated odd-even effects, energy dependence, and the leftward shift in mass yield distributions. The developed BNN models provide new tools for predicting fragment yields in thorium photonuclear fission reactions.
description: The fragment yields in photon-induced fission reactions of thorium (Th) isotopes are important in modern nuclear energy applications, as well as in the evolution of the nuclear structure in its isotopic chains. Bayesian neural networks (BNN) models have been constructed to describe fragment yields in photonuclear fission reactions of thorium isotopes ranging from 216Th to 232Th, including those of 232Th at various incident photon energies. The predicted results of the optimized BNN models show good agreement with the measured data in the reactions. The double-layer BNN models successfully illustrate the systematic transition from asymmetric to symmetric fission in thorium isotopes, including associated odd-even effects, energy dependence, and the leftward shift in mass yield distributions. The developed BNN models provide new tools for predicting fragment yields in thorium photonuclear fission reactions.