cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18149712
title: Systematic Evaluation of Recursive and Self-Referential Large Language Models under Out-of-Distribution Conditions

description: This portfolio presents a comprehensive, evidence-based evaluation of large language models under recursive and out-of-distribution conditions. It documents systematic testing of self-referential reasoning, paradox detection, and high-level abstraction handling, supported by quantitative metrics including perplexity, recursion depth, attention tracking, and confidence scores. The work demonstrates reproducible methodologies for human–AI interaction analysis and provides auditable logs of model behavior, offering a falsifiable framework for advanced AI system assessment.
DOI: 10.5281/zenodo.18149761
title: Dataset for Explainable AI-based Cardiovascular Disease Prediction

description: All the 3 datasets are taken from https://www.kaggle.com/
DOI: 10.5281/zenodo.18149760
title: Dataset for Explainable AI-based Cardiovascular Disease Prediction

description: All the 3 datasets are taken from https://www.kaggle.com/
DOI: 10.15468/dl.f5ur39
title: Occurrence Download

description: A dataset containing 39333930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 39333930 records from 8092 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074109-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngr2fm
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Seriola dumerili (Risso, 1810)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 225 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006300-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14214125
title: Open Source Software Dependency Dataset

description: Open Source Software Dependency Dataset
DOI: 10.15468/dl.heee73
title: Occurrence Download

description: A dataset containing 493591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Silene flos-cuculi (L.) Greuter & Burdet"
 ]
}

 The dataset includes 493591 records from 2081 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006183-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e226430
title: NCVAS State Summary North Dakota FY2023

description: NCVAS State Summary North Dakota FY2023 including facilities, expenditures, population, health care & benefits, population projections (age, sex, service, and ethnicity by year)
DOI: 10.3886/e226430v1
title: NCVAS State Summary North Dakota FY2023

description: NCVAS State Summary North Dakota FY2023 including facilities, expenditures, population, health care & benefits, population projections (age, sex, service, and ethnicity by year)
DOI: 10.15156/bio/sh1047303.10fu
title: SH1047303.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1047304.10fu
title: SH1047304.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5517/ccdc.csd.cc12jdnn
title: CCDC 998871: Experimental Crystal Structure Determination

description: Related Article: Jonathan C. Barnes, Marco Frasconi, Ryan M. Young, Nezar H. Khdary, Wei-Guang Liu, Scott M. Dyar, Paul R. McGonigal, Ian C. Gibbs-Hall, Christian S. Diercks, Amy A. Sarjeant, Charlotte L. Stern, William A. Goddard III, Michael R. Wasielewski, and J. Fraser Stoddart|2014|J.Am.Chem.Soc.|136|10569|doi:10.1021/ja505093d
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/cc1284vb
title: CCDC 990941: Experimental Crystal Structure Determination

description: Related Article: K. Gholivand, A. Gholami, A. A. V. Ebrahimi, S. T. Abolghasemi, M. D. Esrafili, F. T. Fadaei, K. J. Schenk|2015|RSC Advances|5|17482|doi:10.1039/C4RA12925C
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/cc1284wc
title: CCDC 990942: Experimental Crystal Structure Determination

description: Related Article: K. Gholivand, A. Gholami, A. A. V. Ebrahimi, S. T. Abolghasemi, M. D. Esrafili, F. T. Fadaei, K. J. Schenk|2015|RSC Advances|5|17482|doi:10.1039/C4RA12925C
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/cc1284yf
title: CCDC 990944: Experimental Crystal Structure Determination

description: Related Article: K. Gholivand, A. Gholami, A. A. V. Ebrahimi, S. T. Abolghasemi, M. D. Esrafili, F. T. Fadaei, K. J. Schenk|2015|RSC Advances|5|17482|doi:10.1039/C4RA12925C
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/cc1284zg
title: CCDC 990945: Experimental Crystal Structure Determination

description: Related Article: K. Gholivand, A. Gholami, A. A. V. Ebrahimi, S. T. Abolghasemi, M. D. Esrafili, F. T. Fadaei, K. J. Schenk|2015|RSC Advances|5|17482|doi:10.1039/C4RA12925C
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.zsqndg
title: Occurrence Download

description: A dataset containing 1171096 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Rhinephyllum pillansii, Distichlis bajaensis, Calocephalus badmanii, Rhinephyllum inaequale, Symphytum pseudobulbosum, Pavetta inandensis, Scrophularia robusta, Scrophularia amplexicaulis, Armeria villosa, Indigofera heterotricha, Indigofera nigromontana, Indigofera placida, Indigofera subulata, Prunus laurocerasus, Armeria carnotana, Didelta spinosa, Glaucium alakirensis, Saccocalyx saturejoides, Nemacladus capillaris, Ledebouria weberi, Psammomoya grandiflora, Orchis provincialis, Andersonia bifida, Andersonia gracilis, Hereroa tenuifolia, Prunus virginiana, Glaucium, Epipactis conquensis, Orchis tochniana, Cryptogramma acrostichoides, Synaphea stenoloba, Synaphea otiostigma, Synaphea grandis, Synaphea macrophylla, Aconitum anthora, Armeria leonis, Armeria ruscinonensis, Cordylanthus ramosus, Indigofera cytisoides, Indigofera filiformis, Indigofera flavicans, Prunus cocomilia, Polhillia curtisiae, Scrophularia sublyrata, Indigofera grisophylla, Hedeoma dentata, Melica stricta, Puschkinia bilgineri, Marina interstes, Cistanthe floresiorum, Symphytum ottomanum, Orchis thriftiensis, Andersonia annelsii, Andersonia hammersleyana, Chironia albiflora, Chironia jasminoides, Chironia stokoei, Scrophularia ilwensis, Oligothrix gracilis, Scrophularia nodosa, Vallisneria australis, Wilsonia rotundifolia, Leucaena macrophylla, Indigofera, Andersonia aristata, Andersonia brachyanthera, Scrophularia crenophila, Scrophularia sulaimanica, Crucianella membranacea, Galeopsis polychroma, Westringia cheelii, Westringia saxatilis, Vallisneria annua, Melica aristata, Nemophila pedunculata, Lindsaea trichomanoides, Pickeringia montana, Aconitum nevadense, Armeria atlantica, Armeria colorata, Armeria langei, Armeria majellensis, Cordylanthus tenuis, Melica racemosa, Indigofera declinata, Indigofera elandsbergensis, Prunus brachybotrya, Prunus cortapico, Prunus padus, Indigofera verrucosa, Jacaratia mexicana, Russelia worthingtonii, Wedelia chihuahuana, Orcuttia tenuis, Calocephalus pilbarensis, Epipactis minipurpurata, Scrophularia pyrenaica, Scrophularia peregrina, Scrophularia amana, Scrophularia azerbaijanica)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1171096 records from 3245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050435-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtjg55
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nonea vesicaria (L.) Rchb.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 29 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006730-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.886cm2
title: Occurrence Download

description: A dataset containing 1206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.25396 40.36502,-121.43436 40.36502,-121.43436 42.23458,-124.25396 42.23458,-124.25396 40.36502))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cephalanthus occidentalis L., Quercus berberidifolia Liebm., Vaccinium uliginosum L., Hydrilla verticillata (L.f.) Royle, Myriophyllum spicatum L., Leymus cinereus (Scribn. & Merr.) Á.Löve, Leymus triticoides (Buckley) Pilg., Minuartia obtusiloba (Rydb.) House, Lupinus sellulus Kellogg, Utricularia L., Tsuga heterophylla (Raf.) Sarg., Distichlis spicata (L.) Greene, Eleocharis quinqueflora (Hartmann) O.Schwarz, Festuca viridula Vasey, Carex hoodii Boott, Phlox covillei E.E.Nelson, Schoenoplectus americanus (Pers.) Volkart, Selaginella P.Beauv., Acer negundo L.)",
 "Year 1964-2025"
 ]
}

 The dataset includes 1206 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006731-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/9qfe-bg86
title: Thermogravimetric analysis data of hydration in air for BaCe0.6Zr0.2Y0.2-xFexO3-δ (x = 0, 0.02, 0.05, 0.1)

description: The dataset consists of 6 files of thermogravimetric analysis (TGA) data. The TGA experiments of hydration for BaCe0.6Zr0.2Y0.2O3-δ (BCZY622), BaCe0.6Zr0.2Y0.18Fe0.02O3-δ (BCZYFe2), BaCe0.6Zr0.2Y0.15Fe0.05O3-δ (BCZYFe5), and BaCe0.6Zr0.2Y0.1Fe0.1O3-δ (BCZYFe10) were conducted on Netzsch STA 449. 
The analyzed powders were annealed at 800 ℃ for 5 h in dry air (pH2O ~ 10^(-5) atm.) to remove water and surface carbon dioxide, then cooled to 300 ℃ and kept at this temperature for 2 h. Subsequently, the dried gas was switched to the humidified air (pH2O ≈ 0.023 atm.). Each sample remained in the wet atmosphere for ≈ 2 h and then the gas was switched back to the dry air for approximately 1 h.
The difference between the mass recorded in the dry and wet atmospheres allowed one to estimate the relative mass change, which enabled the analysis of the water uptake mechanism in the investigated samples and the determination of the proton defects’ concentration after hydration in air.
DOI: 10.15468/dl.75s7uy
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((37.64166 -25.90139,59.52471 -25.90139,59.52471 -10.35794,37.64166 -10.35794,37.64166 -25.90139))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stenella longirostris (Gray, 1828)",
 "Year 2014-2024"
 ]
}

 The dataset includes 289 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006755-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbmkbr
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "Geometry POLYGON((26.77404 39.65315,26.77484 39.60452,26.90266 39.60613,26.90105 39.65476,26.77404 39.65315))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 60 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006756-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87de2a
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphaea alba L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006757-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsygsf
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, speciesKey, species, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND speciesKey IN (6709291) AND countrycode = 'BE' AND "year" &gt;= 1900 AND 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 (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL) AND COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000 GROUP BY "year", eeaCellCode, classKey, class, speciesKey, species ORDER BY "year" DESC, eeaCellCode ASC, speciesKey ASC;

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006727-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9xrxx
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cameraria latifolia L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 291 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006758-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35080/data.h.2018.p4
title: The Dataset of User’s Accessing Log to Digital Geological Library of National Geological Archives of China
title: 全国地质资料馆数字地质资料馆主站日志数据集

description: In order to accurately find out the needs of users of geologic data and eliminate the information gap between data users and data managers, the National Geological Archives of China (NGAC) has conducted the data collection of user’s accessing logs to the master station of the Digital Geological Library of NGAC. The automatic recording method is applied to register the user's location, their searching keywords, IP address and other related information for constructing the accessing log dataset. In order to make better use of these accessing data, a standardized processing method and quality control system are adopted. The dataset provides the accessing records to the Digital Geological Library of NGAC's master station from the year 2014 to 2017, which realistically reflects user’s behaving habits while obtaining geological data. It also provides a sound basis for the further constructions of geological data service website, the development and utilization of geological data, and the geological data management and services.
description: 为更加准确的摸清地质资料用户的需求，消除资料使用者与资料管理者之间的信息鸿沟，全国地质资料馆开展了数字地质资料馆主站访问日志的数据收集工作。数据集采用计算机自动记录的方法，将访问者的所在地、关键词、IP地址等信息进行完整记录。为了更好的利用这些数据，采用了规范的数据处理方法和质量控制体系。数据集提供了2014—2017年数字地质资料馆主站的访问记录，有效地反映了访问者在进行地质资料获取过程中的行为习惯，可为日后地质资料网站建设、地质资料开发利用、地质资料的管理与服务提供依据。
DOI: 10.15468/dl.3nn3vg
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenanthe lachenalii C.C.Gmel.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006759-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27625861
title: Clinical applications of immunoglobulin G against different individual <i>Aspergillus</i> species for the diagnosis of chronic pulmonary aspergillosis among at-risk populations

description: <i>Aspergillus fumigatus</i>-specific IgG is often used as a diagnostic test for chronic pulmonary aspergillosis (CPA), but few studies have evaluated the performance and serology of IgGs from species other than <i>A. fumigatus</i>. In this study, we evaluated the serology and performance of different <i>Aspergillus</i> species-specific IgG antibodies in patients with CPA and at-risk populations and whether different <i>Aspergillus</i> species-specific IgGs could be of clinical utility and aid in the diagnosis of CPA caused by all <i>Aspergillus species</i>. A total of 187 participants were included between 2020 and 2022 (12 with CPA, 75 with old tuberculosis [TB], 45 with active TB and 55 with bronchiectasis). We measured the serum <i>Aspergillus fumigatus, flavus, terreus</i>, <i>niger</i>-specific, and mixed <i>Aspergillus</i> IgG levels (Phadia ImmunoCap). The correlation was the strongest between <i>A. fumigatus</i> and <i>A. niger</i> (Spearman’s rank: 0.940), followed by <i>A. niger</i> and <i>A. flavus</i> (Spearman’s rank: 0.915). <i>A. terreus</i>-specific IgG was less strongly correlated with the other three <i>Aspergillus</i> species-specific IgG (Spearman’s rank: 0.828–0.849). <i>A. flavus</i> (4 of 6, 67%) was the dominant species. Using the at-least-one-positive approach, the highest performance was obtained when <i>A. fumigatus</i> and <i>A. flavus</i> IgGs were used (sensitivity, 0.75; specificity, 0.84). Significant cross-reactivity exists among different <i>Aspergillus-</i>species IgGs although the correlation may be less significant for <i>A. terreus</i>. In addition to the commonly used <i>A. fumigatus</i> IgG test, IgGs specific to local prevalent <i>Aspergillus</i> species may provide additional clinical utility.