cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25505/fiz.icsd.cc2nqvbl
title: CSD 2464820: Experimental Crystal Structure Determination

description: Related Article: Vanessa F. Schwinghammer, Tomáš Kovářík, Ilya G. Shenderovich, Ján Minár, Stefanie Gärtner|2025|Chem.-Eur.J.|31|e02837|doi:10.1002/chem.202502837
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2nqvhr
title: CSD 2464825: Experimental Crystal Structure Determination

description: Related Article: Vanessa F. Schwinghammer, Tomáš Kovářík, Ilya G. Shenderovich, Ján Minár, Stefanie Gärtner|2025|Chem.-Eur.J.|31|e02837|doi:10.1002/chem.202502837
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.zarra4
title: Occurrence Download

description: A dataset containing 13189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-6.25617 41.0851,27.48128 41.0851,27.48128 72.26782,-6.25617 72.26782,-6.25617 41.0851))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thesium alpinum"
 ]
}

 The dataset includes 13189 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058295-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17911451
title: DeepRank-Ab dataset

description: First release: 

1)  DeepRank_Ab.tar.gz: 

This archive provides the training, testing, and evaluation sets for our antibody–antigen docking benchmark under the balanced sampling configuration.

Directory Structure 

The zipped dataset (DeepRank-Ab.tar.gz)  contains the following top-level folders:



 



benchmark_train/

benchmark_test/

benchmark_eval/



Each folder contains one directory per PDB ID included in that split.

Per-PDB Structure

For every PDB ID, the following subdirectories are provided:

1. pdbid-selected/

Contains all sampled structures (poses) selected for this PDB complex under the balanced sampling pipeline.

2. refined/ or rigidbody

Contains data generated from the refinement protocol or rigid-body docking protocol including:



 



Clustering output

Binned DockQ scores



2) DeepRank_Ab-upsampeld.tar.gz: 

This archive provides the training, testing, and evaluation sets for our antibody–antigen docking benchmark under the up-sampled sampling configuration. 

Data structure is the same as DeepRank_Ab.tar.gz.

3) af3_test_set.tar.gz:  

This archive contains af3_test_set. In each folder, there is an ensemble structure produced by AF3. Ranking (scoring) from AF3 is also provide.

4) reference.tar.gz

This archive contains all cleaned, formatted reference structure of all antibody-antigen complexes use in this work.
DOI: 10.5281/zenodo.17911452
title: DeepRank-Ab dataset

description: First release: 

1)  DeepRank_Ab.tar.gz: 

This archive provides the training, testing, and evaluation sets for our antibody–antigen docking benchmark under the balanced sampling configuration.

Directory Structure 

The zipped dataset (DeepRank-Ab.tar.gz)  contains the following top-level folders:



 



benchmark_train/

benchmark_test/

benchmark_eval/



Each folder contains one directory per PDB ID included in that split.

Per-PDB Structure

For every PDB ID, the following subdirectories are provided:

1. pdbid-selected/

Contains all sampled structures (poses) selected for this PDB complex under the balanced sampling pipeline.

2. refined/ or rigidbody

Contains data generated from the refinement protocol or rigid-body docking protocol including:



 



Clustering output

Binned DockQ scores



2) DeepRank_Ab-upsampeld.tar.gz: 

This archive provides the training, testing, and evaluation sets for our antibody–antigen docking benchmark under the up-sampled sampling configuration. 

Data structure is the same as DeepRank_Ab.tar.gz.

3) af3_test_set.tar.gz:  

This archive contains af3_test_set. In each folder, there is an ensemble structure produced by AF3. Ranking (scoring) from AF3 is also provide.

4) reference.tar.gz

This archive contains all cleaned, formatted reference structure of all antibody-antigen complexes use in this work.
DOI: 10.15468/dl.qcagna
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Decatopecten radula, Chlamys radula, Comptopallium radula, Ostrea radula, Pecten radula, Semipallium radula, Semipecten radula)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058297-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.829fqa
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((78.09778300000001 27.662515, 78.018513 27.656938, 77.941219 27.640344, 77.867825 27.613148, 77.80015400000001 27.576026, 77.739884 27.529902, 77.688501 27.475921, 77.647268 27.415424, 77.617187 27.349908, 77.598984 27.280995, 77.593085 27.210386, 77.59961199999999 27.13982, 77.618382 27.071034, 77.648912 27.005716, 77.690434 26.945468, 77.741917 26.891764, 77.802087 26.845916, 77.869469 26.809043, 77.942414 26.782045, 78.019141 26.765578, 78.09778300000001 26.760044, 78.176424 26.765578, 78.253151 26.782045, 78.32609600000001 26.809043, 78.393478 26.845916, 78.453649 26.891764, 78.50513100000001 26.945468, 78.54665300000001 27.005716, 78.57718300000001 27.071034, 78.59595299999999 27.13982, 78.60248 27.210386, 78.596581 27.280995, 78.578378 27.349908, 78.548298 27.415424, 78.507064 27.475921, 78.455682 27.529902, 78.395411 27.576026, 78.327741 27.613148, 78.254346 27.640344, 78.177052 27.656938, 78.09778300000001 27.662515))"},{"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 179 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058296-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/6dtdus
title: PAN-00163956 - terra sigillata kom type Drag. 37 (EG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00163956&lt;/p&gt;
description: Modified: 2025-10-17T11:32:15+02:00
DOI: 10.17026/dans-zas-awvc
title: PAN-00021984 - plate (type unknown; East-Gaulish terra sigillata, II, III)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00021984&lt;/p&gt;
description: Modified: 2025-09-22T16:51:28+02:00
DOI: 10.57967/hf/7286
title: hoc-appeals
DOI: 10.25525/kba-asfrdown.ve13d33g7entzeit.2024.1
title: Entladeregion und Güter VE 13, Zeitreihe 2010 - 2024
DOI: 10.5281/zenodo.17976261
title: MBNL alternative exon minigene splicing evaluation using qPCR

description: qPCR results showing the effect of cis-acting regulatory elements within MBNL minigene on MBNL expression
DOI: 10.5281/zenodo.17976262
title: MBNL alternative exon minigene splicing evaluation using qPCR

description: qPCR results showing the effect of cis-acting regulatory elements within MBNL minigene on MBNL expression
DOI: 10.15468/dl.bdwcfx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((77.20743 29.839644, 77.126499 29.834066, 77.047588 29.817471, 76.972662 29.790274, 76.903586 29.753152, 76.842071 29.707029, 76.789637 29.653052, 76.747569 29.592562, 76.716893 29.527058, 76.69834299999999 29.458161, 76.692353 29.387572, 76.699045 29.317031, 76.718228 29.248273, 76.749408 29.182986, 76.791798 29.122769, 76.84434299999999 29.069095, 76.90574700000001 29.023275, 76.97450000000001 28.986426, 77.048924 28.959445, 77.127202 28.94299, 77.20743 28.93746, 77.28765799999999 28.94299, 77.365936 28.959445, 77.440359 28.986426, 77.509113 29.023275, 77.570517 29.069095, 77.623062 29.122769, 77.665452 29.182986, 77.69663199999999 29.248273, 77.71581500000001 29.317031, 77.72250699999999 29.387572, 77.716517 29.458161, 77.69796700000001 29.527058, 77.66728999999999 29.592562, 77.62522300000001 29.653052, 77.572789 29.707029, 77.511274 29.753152, 77.442198 29.790274, 77.367272 29.817471, 77.28836 29.834066, 77.20743 29.839644))"},{"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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058298-251120083545085/datasets/export for details.
DOI: 10.17026/ar/qnhnby
title: PAN-00014181 - Roman decorative nail A

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00014181&lt;/p&gt;
description: Modified: 2025-08-11T14:40:29+02:00
DOI: 10.34810/data2808
title: Datos de réplica sobre la calidad y tratamiento de la información periodística, durante la movilización social en Ecuador

description: Datos del análisis de contenido cuantitativo de 811 notas informativas provenientes de la cobertura de la movilización social de los pueblos y nacionalidades indígenas ecuatorianas, basadas en la propuesta teórica de Jörgen Westerståhl que mide los estándares de la norma objetiva en los relatos periodísticos (1983) y la “Sociología de las ausencias y de las emergencias” de Boaventura de Sousa Santos (2013), quien hace referencia a “las formas sociales de no existencias legitimadas”, desde una aparente invisibilización de los sucesos que marcaron los hechos noticiosos de esta coyuntura.
description: Spss, null
DOI: 10.57967/hf/7287
title: press-appeals
DOI: 10.15468/dl.j9a5zs
title: Occurrence Download

description: A dataset containing 796307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 30.0",
 "DecimalLatitude is less than or equal to 35.0",
 "DecimalLongitude is greater than or equal to -115.0",
 "DecimalLongitude is less than or equal to -110.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 796307 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058271-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17976411
title: GIS Datasets and Workflow for Assessing Renewable Energy Community Potential in Caorso, Italy
title: GIS Data Supporting Renewable Energy Community Assessment in Caorso, Italy
title: GIS Data for Renewable Energy Community Analysis in Caorso

description: This repository contains the GIS datasets and methodological workflow used to assess the potential of a Renewable Energy Community (REC) in the municipality of Caorso, Italy.

The spatial data include building geometries and land-use information derived from the Emilia-Romagna Regional Geoportal (DB Topografico – DBTR). These datasets were used to estimate rooftop photovoltaic potential and to support the construction of synthetic energy production and consumption profiles under limited information conditions.

The repository is intended to support transparency, reproducibility, and reuse of the proposed methodology for academic and research purposes.
DOI: 10.5281/zenodo.17976410
title: GIS Datasets and Workflow for Assessing Renewable Energy Community Potential in Caorso, Italy
title: GIS Data Supporting Renewable Energy Community Assessment in Caorso, Italy
title: GIS Data for Renewable Energy Community Analysis in Caorso

description: This repository contains the GIS datasets and methodological workflow used to assess the potential of a Renewable Energy Community (REC) in the municipality of Caorso, Italy.

The spatial data include building geometries and land-use information derived from the Emilia-Romagna Regional Geoportal (DB Topografico – DBTR). These datasets were used to estimate rooftop photovoltaic potential and to support the construction of synthetic energy production and consumption profiles under limited information conditions.

The repository is intended to support transparency, reproducibility, and reuse of the proposed methodology for academic and research purposes.
DOI: 10.5281/zenodo.17976594
title: Service Quality in the Age of Generative AI: Quality Management Perspective on Student Satisfaction, Loyalty

description: ABSTRACT 

The rapid integration of Generative AI (GenAI) into higher education has outpaced the development of frameworks for assessing its service quality. This research addresses this gap by examining whether traditional quality management models can explain student experiences with tools like ChatGPT. Based on a survey of 347 students and Structural Equation Modelling (SEM), we validate a streamlined four-dimensional quality structure: Credibility, Usability, Privacy, and Efficiency. Theoretical results challenge the anthropomorphic view of AI; the exclusion of human-centric dimensions (such as empathy) indicates that students perceive GenAI as a transactional tool rather than a collaborative partner. Empirical findings reveal a nuanced mechanism: while Efficiency is the primary driver of satisfaction, Credibility functions as a "must-be" attribute—it does not increase satisfaction but is essential for driving loyalty. These findings provide higher education institutions with a specific framework to manage GenAI adoption, prioritizing functional utility and data security over forced relational features.
DOI: 10.5281/zenodo.17976595
title: Service Quality in the Age of Generative AI: Quality Management Perspective on Student Satisfaction, Loyalty

description: ABSTRACT 

The rapid integration of Generative AI (GenAI) into higher education has outpaced the development of frameworks for assessing its service quality. This research addresses this gap by examining whether traditional quality management models can explain student experiences with tools like ChatGPT. Based on a survey of 347 students and Structural Equation Modelling (SEM), we validate a streamlined four-dimensional quality structure: Credibility, Usability, Privacy, and Efficiency. Theoretical results challenge the anthropomorphic view of AI; the exclusion of human-centric dimensions (such as empathy) indicates that students perceive GenAI as a transactional tool rather than a collaborative partner. Empirical findings reveal a nuanced mechanism: while Efficiency is the primary driver of satisfaction, Credibility functions as a "must-be" attribute—it does not increase satisfaction but is essential for driving loyalty. These findings provide higher education institutions with a specific framework to manage GenAI adoption, prioritizing functional utility and data security over forced relational features.
DOI: 10.15468/dl.tv4wwd
title: Occurrence Download

description: A dataset containing 11967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-6.25617 41.0851,27.48128 41.0851,27.48128 72.26782,-6.25617 72.26782,-6.25617 41.0851))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Adenostyles alliariae"
 ]
}

 The dataset includes 11967 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058299-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxathe
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((80.578655 27.046101, 80.49982300000001 27.040523, 80.422955 27.02393, 80.349964 26.996734, 80.282664 26.959612, 80.22272100000001 26.913487, 80.171615 26.859505, 80.130601 26.799006, 80.100678 26.733487, 80.082566 26.66457, 80.076691 26.593955, 80.083174 26.523383, 80.10183499999999 26.454589, 80.132194 26.389263, 80.17348800000001 26.329006, 80.22469 26.275294, 80.284536 26.229438, 80.351557 26.192559, 80.42411199999999 26.165555, 80.500432 26.149085, 80.578655 26.143551, 80.656879 26.149085, 80.733198 26.165555, 80.805753 26.192559, 80.87277400000001 26.229438, 80.93262 26.275294, 80.983822 26.329006, 81.025116 26.389263, 81.055475 26.454589, 81.074136 26.523383, 81.08062 26.593955, 81.074744 26.66457, 81.05663199999999 26.733487, 81.026709 26.799006, 80.98569500000001 26.859505, 80.934589 26.913487, 80.874647 26.959612, 80.807346 26.996734, 80.73435499999999 27.02393, 80.657487 27.040523, 80.578655 27.046101))"},{"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 303 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058300-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17582127
title: Hydrological data from an urban runoff infiltration swale in Skellefteå, Sweden

description: This dataset contains data (rainfall, runoff, soil moisture, groundwater levels) from an infiltration site for urban runoff in Skellefteå, Sweden. For a detailed description, see 






01_metadata for Solbacken infiltration swale.pdf
DOI: 10.15468/dl.sqdvhx
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000000.0",
 "Geometry POLYGON((-6.25617 41.0851,27.48128 41.0851,27.48128 72.26782,-6.25617 72.26782,-6.25617 41.0851))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Festuca supina"
 ]
}

 The dataset includes 89 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058302-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/tuh5bu
title: PAN-00103545 - coin/coin-related, Vespasianus (69-79), voor Domitianus, denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00103545&lt;/p&gt;
description: Modified: 2025-08-26T07:34:30+02:00
DOI: 10.15468/dl.g7t3wt
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnospermium peloponnesiacum (Phitos) Strid"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018117-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5frjv
title: Occurrence Download

description: A dataset containing 237788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidoptera",
 "Country is United States of America",
 "Geometry POLYGON((-139.218749 70.377853,-133.242187 60.759159,-121.289062 50.513426,-87.539062 50.513426,-79.453125 45.828799,-67.5 49.837982,-63.28125 46.316584,-65.390625 40.446947,-77.695312 29.535229,-77.695312 25.482951,-79.453125 23.241346,-85.429687 23.885837,-86.835937 26.745610,-91.40625 26.745610,-93.164062 21.616579,-99.843749 24.846565,-107.578124 28.613459,-113.90625 30.145127,-121.640625 30.751277,-127.96875 37.996162,-136.054687 52.052490,-141.328125 57.515822,-149.414062 56.170022,-170.15625 49.152969,-169.453124 60.759159,-168.046875 67.204032,-166.992187 70.612614,-161.367187 71.300792,-150.117187 71.187753,-139.218749 70.377853))",
 "PublishingCountry is United States of America"
 ]
}

 The dataset includes 237788 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016479-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkfru9
title: Occurrence Download

description: A dataset containing 1075 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kadsura coccinea (Lem.) A.C.Sm."
 ]
}

 The dataset includes 1075 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033631-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yztuyn
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halimocnemis sclerosperma (Pall.) C.A.Mey."
 ]
}

 The dataset includes 67 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018157-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.