cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.20350/digitalcsic/17564
title: Supplementary Material for Evaluation of biofilm production and antibiotic resistance/susceptibility profiles of Pseudomonas spp. isolated from milk and dairy products

description: Table S1: Dairy-borne Pseudomonas spp. strains and GenBank accession numbers for their partial ileS or rpoD sequences; Table S2: Reference and type strains and GenBank accession numbers used for the phylogenetic analysis of partial ileS sequences of Pseudomonas spp.; Table S3: Biofilm formation, adnA gene detection, antibiotic resistance, and multiple antibiotic resistance index (MARI) of dairy-borne Pseudomonas spp. in this study.
DOI: 10.5281/zenodo.17128456
title: СОДЕРЖАНИЕ ФИЗИЧЕСКОГО ЭКСПЕРИМЕНТА СРЕДНЕЙ ОБЩЕОБРАЗОВАТЕЛЬНОЙ ШКОЛЫ, ОПРЕДЕЛЯЮЩЕГО УЧЕБНОЕ ОБОРУДОВАНИЕ
DOI: 10.5281/zenodo.17128457
title: СОДЕРЖАНИЕ ФИЗИЧЕСКОГО ЭКСПЕРИМЕНТА СРЕДНЕЙ ОБЩЕОБРАЗОВАТЕЛЬНОЙ ШКОЛЫ, ОПРЕДЕЛЯЮЩЕГО УЧЕБНОЕ ОБОРУДОВАНИЕ
DOI: 10.15468/dl.8py963
title: Occurrence Download

description: A dataset containing 2854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syrmaticus reevesii",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2854 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005137-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzpuhq
title: Occurrence Download

description: A dataset containing 116559 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pygoscelis adeliae)"
 ]
}

 The dataset includes 116559 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005123-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx95v9
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syrmaticus reevesii",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 202 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005138-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t65mx
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syrmaticus reevesii",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 130 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005139-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13071800
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.mkgern
title: Occurrence Download

description: A dataset containing 60798 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Maryland, Norton-Brown Herbarium"
 ]
}

 The dataset includes 60798 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005131-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17128448
title: Derived PDAC datasets and supplementary materials for "Integrative ML reveals metabolic and immune dependencies in human PDAC"

description: Primary cohort data were accessed from AACR Project GENIE (syn7222066, release 18.0-public) under data-use terms and are not redistributed. External validation data are available at GEO (GSE71729). This record provides derived data: GSVA scores, CIBERSORTx fractions, fixed train/test splits, model performance summaries, feature-importance tables, gene–pathway correlations, and figure source data.
DOI: 10.15468/dl.ubsyef
title: Occurrence Download

description: A dataset containing 5780 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aprion virescens"
 ]
}

 The dataset includes 5780 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005141-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17128460
title: BOSHLANG'ICH SINF O'QUVCHILARIDA RESURSLARNI TO'G'RI BOSHQARISH KO'NIKMALARINI SHAKLLANTIRISH
DOI: 10.5281/zenodo.17128461
title: BOSHLANG'ICH SINF O'QUVCHILARIDA RESURSLARNI TO'G'RI BOSHQARISH KO'NIKMALARINI SHAKLLANTIRISH
DOI: 10.15468/dl.3zuphm
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syrmaticus reevesii",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 329 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005142-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.agriculture.00173
title: 2024 Zhejiang Province Jingning She Autonomous County Wangdongyang and Maoyang Township Insect Rapid Census Dataset
title: 2024年浙江省景宁畲族自治县望东垟、毛垟乡昆虫快速普查数据集

description: This dataset was obtained through a rapid insect survey conducted by the Agricultural and Rural Service Center of Maoyan Township, the Ecological Forestry Development Center of Jingning She Autonomous County, and the Academy of Beijing Fuqun Environmental from May 31 to June 2, 2024. The survey took place in Wangdongyan highland wetland and Maoyan Township in Jingning County, Lishui City, Zhejiang Province. The survey methods included daytime field surveys and night light trapping, resulting in a total of 443 insect records and corresponding photographs. The total data size is 4.51GB.
description: This dataset was obtained through a rapid insect survey conducted by the Agricultural and Rural Service Center of Maoyan Township, the Ecological Forestry Development Center of Jingning She Autonomous County, and the Academy of Beijing Fuqun Environmental from May 31 to June 2, 2024. The survey took place in Wangdongyan highland wetland and Maoyan Township in Jingning County, Lishui City, Zhejiang Province. The survey methods included daytime field surveys and night light trapping, resulting in a total of 443 insect records and corresponding photographs. The total data size is 4.51GB.
DOI: 10.15468/dl.2u7k96
title: Occurrence Download

description: A dataset containing 3581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "HasCoordinate is true",
 "Year is greater than or equal to 1904",
 "Year is less than or equal to 1904"
 ]
}

 The dataset includes 3581 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005130-250914085247600/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.cc2lph2w
title: CCDC 2403928: Experimental Crystal Structure Determination

description: Related Article: Julian A. Enciso-Vargas, Manuel Amézquita-Valencia|2025|ChemCatChem|17|e202402000|doi:10.1002/cctc.202402000
description: Related Article: Manuel Amézquita-Valencia|2025|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.cc2lph3x
title: CCDC 2403929: Experimental Crystal Structure Determination

description: Related Article: Julian A. Enciso-Vargas, Manuel Amézquita-Valencia|2025|ChemCatChem|17|e202402000|doi:10.1002/cctc.202402000
description: Related Article: Manuel Amézquita-Valencia|2025|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: 10.15468/dl.y2yq4p
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus wiedii oaxacensis"
 ]
}

 The dataset includes 51 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005143-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxv3db
title: Occurrence Download

description: A dataset containing 2926656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Columba livia)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 2926656 records from 2498 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005120-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15604748
title: Classification of Quality Characteristics in Online User Feedback using Linguistic Analysis, Crowdsourcing and LLMs: Online Appendix and Supplementary Material

description: Software qualities such as usability or reliability are among the strongest determinants of mobile app user satisfaction and constitute a significant portion of online user feedback on software products, making it a valuable source of quality-related feedback to guide the development process. The abundance of online user feedback warrants the automated identification of quality characteristics, but the online user feedback’s heterogeneity and the lack of appropriate training corpora limit the applicability of supervised machine learning. We therefore investigate the viability of three approaches that could be effective in low-data settings: language patterns (LPs) based on quality-related keywords, instructions for crowdsourced micro-tasks, and large language model (LLM) prompts. We determined the feasibility of each approach and then compared their accuracy. For the complex multiclass classification of quality characteristics, the LP-based approach achieved a varied precision (0.38–0.92) depending on the quality characteristic, and low recall; crowdsourcing achieved the best average accuracy in two consecutive phases (0.63, 0.72), which could be matched by the best-performing LLM condition (0.66) and a prediction based on the LLMs’ majority vote (0.68). Our findings show that in this low-data setting, the two approaches that use crowdsourcing or LLMs instead of involving experts achieve accurate classifications, while the LP-based approach has only limited potential. The promise of crowdsourcing and LLMs in this context might even extend to building training corpora.

This online appendix to our Journal of Systems of Software (JSS) paper provides you with a PDF file with supplementary material to the sections of the paper with additional or unabridged content, and an online appendix and a ZIP archive with an online appendix with artifacts, data and results, structured according to the research questions. An overview of the files in the online appendix is provided in the supplementary material PDF file.
DOI: 10.5281/zenodo.15604749
title: Classification of Quality Characteristics in Online User Feedback using Linguistic Analysis, Crowdsourcing and LLMs: Online Appendix and Supplementary Material

description: Software qualities such as usability or reliability are among the strongest determinants of mobile app user satisfaction and constitute a significant portion of online user feedback on software products, making it a valuable source of quality-related feedback to guide the development process. The abundance of online user feedback warrants the automated identification of quality characteristics, but the online user feedback’s heterogeneity and the lack of appropriate training corpora limit the applicability of supervised machine learning. We therefore investigate the viability of three approaches that could be effective in low-data settings: language patterns (LPs) based on quality-related keywords, instructions for crowdsourced micro-tasks, and large language model (LLM) prompts. We determined the feasibility of each approach and then compared their accuracy. For the complex multiclass classification of quality characteristics, the LP-based approach achieved a varied precision (0.38–0.92) depending on the quality characteristic, and low recall; crowdsourcing achieved the best average accuracy in two consecutive phases (0.63, 0.72), which could be matched by the best-performing LLM condition (0.66) and a prediction based on the LLMs’ majority vote (0.68). Our findings show that in this low-data setting, the two approaches that use crowdsourcing or LLMs instead of involving experts achieve accurate classifications, while the LP-based approach has only limited potential. The promise of crowdsourcing and LLMs in this context might even extend to building training corpora.

This online appendix to our Journal of Systems of Software (JSS) paper provides you with a PDF file with supplementary material to the sections of the paper with additional or unabridged content, and an online appendix and a ZIP archive with an online appendix with artifacts, data and results, structured according to the research questions. An overview of the files in the online appendix is provided in the supplementary material PDF file.
DOI: 10.15468/dl.dmmxkp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acacia cebil Griseb."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219070-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pszrb
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coleus intraterraneus (S.T.Blake) P.I.Forst. & T.C.Wilson"
 ]
}

 The dataset includes 337 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152634-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o3ywyy
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthoparyphium Dietz, 1909",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008893-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgurky
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus hastiferus H.E.Weber",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084396-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg3hxf
title: Occurrence Download

description: A dataset containing 566 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is India",
 "Country is China",
 "Country is Bhutan",
 "Country is Nepal"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex kokanica (Regel) S.R.Zhang"
 ]
}

 The dataset includes 566 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258746-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd9537
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalea tolteca Barneby"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152635-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj6lzg
title: Occurrence Download

description: A dataset containing 4641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Motacillidae"
 ]
}

 The dataset includes 4641 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008879-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r3aud
title: Occurrence Download

description: A dataset containing 8985 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phenology and biological traits of migrating river lamprey (Lampetra fluviatilis) sampled by trapping in the Bresle river (France)."
 ]
}

 The dataset includes 8985 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006217-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze88fb
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is India",
 "Country is Myanmar",
 "Country is unknown or invalid",
 "Country is Chinese Taipei"
 ]
 },
 "TaxonKey is Polygonatum cyrtonema Hua"
 ]
}

 The dataset includes 385 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275282-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djgzbe
title: Occurrence Download

description: A dataset containing 1477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Scinax fuscovarius (Lutz, 1925)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1477 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008885-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zuzt9
title: Occurrence Download

description: A dataset containing 1126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus hartmanii Gand.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1126 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084397-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmy59d
title: Occurrence Download

description: A dataset containing 5575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Observation",
 "TaxonKey is Saxifraga L.",
 "Year 2000-2021"
 ]
}

 The dataset includes 5575 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033079-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65jlzw
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galactosomum Looss, 1899",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 165 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008889-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeretf
title: Occurrence Download

description: A dataset containing 95129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spergularia rubra (L.) J.Presl & C.Presl"
 ]
}

 The dataset includes 95129 records from 571 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269838-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5n6tv
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater Lamprey Survey Data"
 ]
}

 The dataset includes 772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006218-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfx2q0
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eugregarinida",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 446 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008884-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubqeg9
title: Occurrence Download

description: A dataset containing 1121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sporobolus diandrus (Retz.) P.Beauv."
 ]
}

 The dataset includes 1121 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269876-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.