cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ew9fn6
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spermophilus atricapillus Bryant, 1889"
 ]
}

 The dataset includes 62 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011912-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw9cyb
title: Occurrence Download

description: A dataset containing 24337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucocarbo bougainvillii (Lesson, 1837)"
 ]
}

 The dataset includes 24337 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013002-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17227479
title: Cradle-to-gate Life Cycle Inventories of VERSAPRINT building blocks, formulations and related processes

description: An excel file containing the complete life cycle inventories of materials, formulations and processes analysed for ecodesign purposes. This file contains sensitive information related to the IP developed throughout different task activities.
DOI: 10.5281/zenodo.17227478
title: Cradle-to-gate Life Cycle Inventories of VERSAPRINT building blocks, formulations and related processes

description: An excel file containing the complete life cycle inventories of materials, formulations and processes analysed for ecodesign purposes. This file contains sensitive information related to the IP developed throughout different task activities.
DOI: 10.15468/dl.7m69w6
title: Occurrence Download

description: A dataset containing 5319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Pterois volitans, Pterois miles)",
 "Year 1980-2026"
 ]
}

 The dataset includes 5319 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002844-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17140821
title: List of relevant standards to VERSAPRINT project

description: Listing of the regulation and standardization requirements for the development of VERSAPRINT building blocks and the future exploitation of results
DOI: 10.5281/zenodo.17140822
title: List of relevant standards to VERSAPRINT project

description: Listing of the regulation and standardization requirements for the development of VERSAPRINT building blocks and the future exploitation of results
DOI: 10.15468/dl.auux7f
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyperus michelianus",
 "Year 1960-2010"
 ]
}

 The dataset includes 35 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002845-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17136019
title: VERSAPRINT - Description of D&C activities

description: Qualitative data describing the planned D&C activities within the VERSAPRINT project.
DOI: 10.5281/zenodo.17136020
title: VERSAPRINT - Description of D&C activities

description: Qualitative data describing the planned D&C activities within the VERSAPRINT project.
DOI: 10.15468/dl.hqa3j4
title: Occurrence Download

description: A dataset containing 6283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus wislizeni)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 6283 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002846-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3929/ethz-b-000739763
title: Data supporting publication "Impact of ENSO on Nitrous Oxide Emissions in the Eastern Tropical Pacific"
DOI: 10.5281/zenodo.18033580
title: Synthetic Dataset and Evaluation Results: Validating AI-Generated Content: Security Challenges and Solutions Inspired by OWASP

description: Synthetic Dataset and Evaluation Results for LLM Output Validation

This repository contains the synthetic dataset and evaluation results used in the Master's thesis: Validating AI-Generated Content: Security Challenges and Solutions Inspired by OWASP by Kamran Khan, Tampere University, 2025.

Contents

1. Dataset



dataset.csv: Synthetic dataset generated for evaluating LLM outputs



Contains 446 samples across 9 categories

Each sample includes: Context, LLMOutput, TrueLabel

Generated using: Deepseek-V3.2-Exp , Gpt-4




2. Evaluation Results



BaselineResulat.csv: Results from the baseline model using only procedural security and schema/structure validator agent(non-llm)

NoJudgeAgentResult: Results ablation study using semantic, validator and Semantic Agent without Judge audit

EvalauationResult: Results from comple
DOI: 10.5281/zenodo.18033581
title: Synthetic Dataset and Evaluation Results: Validating AI-Generated Content: Security Challenges and Solutions Inspired by OWASP

description: Synthetic Dataset and Evaluation Results for LLM Output Validation

This repository contains the synthetic dataset and evaluation results used in the Master's thesis: Validating AI-Generated Content: Security Challenges and Solutions Inspired by OWASP by Kamran Khan, Tampere University, 2025.

Contents

1. Dataset



dataset.csv: Synthetic dataset generated for evaluating LLM outputs



Contains 446 samples across 9 categories

Each sample includes: Context, LLMOutput, TrueLabel

Generated using: Deepseek-V3.2-Exp , Gpt-4




2. Evaluation Results



BaselineResulat.csv: Results from the baseline model using only procedural security and schema/structure validator agent(non-llm)

NoJudgeAgentResult: Results ablation study using semantic, validator and Semantic Agent without Judge audit

EvalauationResult: Results from comple
DOI: 10.3929/ethz-b-000731620
title: Compound Marine Heatwaves and Acidity Extremes in the Southern Ocean
DOI: 10.15468/dl.z8mbwm
title: Occurrence Download

description: A dataset containing 8642 records in GBIF matching the query:
SELECT
 '11' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= -37.42857426825602
 AND decimalLatitude &lt;= -33.06103686093294
 AND decimalLongitude &gt;= -69.0769461528656
 AND decimalLongitude &lt;= -61.227281977041976
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 8642 records were derived from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002842-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3929/ethz-b-000728413
title: Raw data: Frictional contact between solids: A fully Eulerian phase-field approach
DOI: 10.3929/ethz-b-000745185
title: Supplement data to: Insights from hailstorm track analysis in European climate change simulations
DOI: 10.3929/ethz-b-000719854
title: Golden eagles regularly use gravity waves to soar: new insights from high-resolution weather data
DOI: 10.3929/ethz-b-000701924
title: EURADHAIL: European-wide radar-based hail product from 2013-2021
DOI: 10.5281/zenodo.18329052
title: THE ROLE OF LISTENING AND SPEAKING TASKS IN DEVELOPING STUDENTS' ORAL COMMUNICATIVE COMPETENCE IN ENGLISH LANGUAGE CLASSES

description: Developing students’ oral communicative competence remains a primary objective of English language teaching in higher education. Among the four language skills, listening and speaking play a decisive role in shaping learners’ ability to communicate effectively in real-life contexts. This article examines the theoretical foundations and practical significance of listening and speaking tasks in English language classrooms and their impact on students’ speech development. Drawing on communicative language teaching, task-based learning, and input–output theories, the study employs a mixed-methods approach that integrates literature analysis, classroom observation, and pedagogical experimentation with university-level learners. The findings demonstrate that systematic use of interactive listening and speaking tasks enhances fluency, pronunciation, confidence, and pragmatic competence. Diagrammatic and tabular analyses reveal the alignment between task types, cognitive processes, and communicative outcomes. The study concludes that learner-centered, task-based listening and speaking instruction significantly contributes to the development of students’ oral proficiency and overall communicative competence.
DOI: 10.3929/ethz-b-000721647
title: Icosahedral Nonhydrostatic (ICON) Model Aquaplanet Offline Simulation Data for Radiation Solver Emulation
DOI: 10.5281/zenodo.18329051
title: THE ROLE OF LISTENING AND SPEAKING TASKS IN DEVELOPING STUDENTS' ORAL COMMUNICATIVE COMPETENCE IN ENGLISH LANGUAGE CLASSES

description: Developing students’ oral communicative competence remains a primary objective of English language teaching in higher education. Among the four language skills, listening and speaking play a decisive role in shaping learners’ ability to communicate effectively in real-life contexts. This article examines the theoretical foundations and practical significance of listening and speaking tasks in English language classrooms and their impact on students’ speech development. Drawing on communicative language teaching, task-based learning, and input–output theories, the study employs a mixed-methods approach that integrates literature analysis, classroom observation, and pedagogical experimentation with university-level learners. The findings demonstrate that systematic use of interactive listening and speaking tasks enhances fluency, pronunciation, confidence, and pragmatic competence. Diagrammatic and tabular analyses reveal the alignment between task types, cognitive processes, and communicative outcomes. The study concludes that learner-centered, task-based listening and speaking instruction significantly contributes to the development of students’ oral proficiency and overall communicative competence.
DOI: 10.15468/dl.kfgpu6
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((109.817 1.719182, 109.746706 1.713613, 109.678143 1.697046, 109.613002 1.669888, 109.552887 1.632808, 109.499278 1.58672, 109.453496 1.532758, 109.416667 1.472254, 109.389698 1.406695, 109.373252 1.337698, 109.367733 1.266961, 109.373276 1.196226, 109.389744 1.127234, 109.41673 1.061684, 109.45357 1.00119, 109.499356 0.94724, 109.552961 0.901164, 109.613065 0.8640949999999999, 109.678189 0.8369450000000001, 109.74673 0.820383, 109.817 0.814817, 109.88727 0.820383, 109.955811 0.8369450000000001, 110.020935 0.8640949999999999, 110.081039 0.901164, 110.134644 0.94724, 110.18043 1.00119, 110.21727 1.061684, 110.244256 1.127234, 110.260724 1.196226, 110.266267 1.266961, 110.260748 1.337698, 110.244302 1.406695, 110.217333 1.472254, 110.180504 1.532758, 110.134722 1.58672, 110.081113 1.632808, 110.020998 1.669888, 109.955857 1.697046, 109.887294 1.713613, 109.817 1.719182))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002850-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3929/ethz-c-000783302
title: Raw data: Exploring dynamic contact of soft solids with an Eulerian phase-field approach
DOI: 10.5517/ccnfqqh
title: CCDC 609017: Experimental Crystal Structure Determination

description: Related Article: Z.A.Taha, E.W.Deguns, S.Chattopadhyay, S.L.Scott|2006|Organometallics|25|1891|doi:10.1021/om051034o
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.eb7svh
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Current distribution of Monarch Butterfly (Danaus plexippus) in mainland Portugal (2020)"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002849-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc6kce
title: Occurrence Download

description: A dataset containing 29742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "GadmGid is USA.34.50_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 29742 records from 304 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002848-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2k4vxh
title: CCDC 2358167: Experimental Crystal Structure Determination

description: Related Article: Shiyu Chen|2024|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kr15k
title: CCDC 2375628: Experimental Crystal Structure Determination

description: Related Article: Liana Zakirovaa, Alexander Poptsova, Oxana Kazakovaa , Irina Smirnovaa , Yury Gatilovb, Dmitriy Polovyanenkob, Irina Bagryanskayab, Denis Babkovc, Roman Danilovc and Andrey Lukyanovc|2025|Nat.Prod.Res.|||doi:10.1080/14786419.2025.2565286
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kr16l
title: CCDC 2375629: Experimental Crystal Structure Determination

description: Related Article: Liana Zakirovaa, Alexander Poptsova, Oxana Kazakovaa , Irina Smirnovaa , Yury Gatilovb, Dmitriy Polovyanenkob, Irina Bagryanskayab, Denis Babkovc, Roman Danilovc and Andrey Lukyanovc|2025|Nat.Prod.Res.|||doi:10.1080/14786419.2025.2565286
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kr17m
title: CCDC 2375630: Experimental Crystal Structure Determination

description: Related Article: Liana Zakirovaa, Alexander Poptsova, Oxana Kazakovaa , Irina Smirnovaa , Yury Gatilovb, Dmitriy Polovyanenkob, Irina Bagryanskayab, Denis Babkovc, Roman Danilovc and Andrey Lukyanovc|2025|Nat.Prod.Res.|||doi:10.1080/14786419.2025.2565286
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.18329079
title: Tradescantia radiata C.B.Clarke. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18329080
title: Tradescantia radiata C.B.Clarke. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.3929/ethz-c-000791158
title: Dataset: PyCLES simulations for calibration
DOI: 10.18112/openneuro.ds007067.v2.0.1
title: spine_fMRI_7T
DOI: 10.5281/zenodo.18329088
title: Trichocline heterophylla var. humilis (Less.) Baker. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18329087
title: Trichocline heterophylla var. humilis (Less.) Baker. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18329093
title: Viguiera Kunth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18329094
title: Viguiera Kunth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.15468/dl.psn58e
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.69124 38.95372,-6.9158 38.95372,-6.9158 39.62138,-7.69124 39.62138,-7.69124 38.95372))",
 "TaxonKey is Rana iberica"
 ]
}

 The dataset includes 373 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002851-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/tpgjd8
title: Cameroon 1950,2000 [Global Collaboratory on the History of Labour Relations 1500-2000 Dataset]

description: Labour Relations in Cameroon: 1950,2000
description: Not a valid dataset
DOI: 10.15468/dl.cpagp4
title: Occurrence Download

description: A dataset containing 58827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myotis myotis)",
 "OccurrenceStatus is Present",
 "SpeciesKey is not null",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2026",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 },
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)"
 ]
}

 The dataset includes 58827 records from 1208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002818-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15276369
title: Unveiling chemomechanical degradation in aqueous batteries with online acoustic emission sensing open source files
DOI: 10.5281/zenodo.15276370
title: Unveiling chemomechanical degradation in aqueous batteries with online acoustic emission sensing open source files
DOI: 10.15468/dl.vcwygz
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lutjanus johnii (Bloch, 1792)"
 ]
}

 The dataset includes 150 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001078-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.