cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/ny9-0nn-97b
title: Doronicum carpetanum Boiss. & Reut. ex Willk.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/818-2z8-170
title: Orlaya daucoides (L.) Greuter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ed1-ycv-ck7
title: Narcissus bulbocodium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4rt-46x-l0m
title: Tanacetum vulgare L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zt6-xgk-6cw
title: Leucanthemopsis alpina (L.) Heywood

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3n9-d72-7xv
title: Orlaya daucoides (L.) Greuter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s6e-bdm-8e6
title: Logfia Cass.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gsc-zea-yjj
title: Saxifraga haenseleri Boiss. & Reut.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v9q-38t-tfg
title: Glandora prostrata (Loisel.) D. C. Thomas

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0sv-r5p-jqb
title: Tephroseris elodes (Boiss. ex DC.) Holub

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/73p-63e-h6r
title: Hieracium elisaeanum Arv. ex Willk.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/91x-7eg-ylk
title: Bupleurum lancifolium Hornem.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9nh-wm3-9tz
title: Fraxinus angustifolia Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0tp-fv1-dah
title: Saxifraga rigoi Freyn ex Porta

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1gl-5sg-bhj
title: Saxifraga erioblasta Boiss. & Reut.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/26q-5s2-msp
title: Centaurea granatensis Boiss. ex DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hwb-qb4-nwr
title: Galium cometerhizon Lapeyr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kpj-qxv-nkq
title: Leucanthemum pyrenaicum Vogt, Konowalik & Oberpr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cbb-vrd-02l
title: Carduus nigrescens Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kc0-3hf-emb
title: Hieracium erosulum Arv.-Touv. & Gaut.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.7f26b6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antigonon leptopus",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073506-250717081556266/datasets/export for details.
DOI: 10.3535/vn3-x55-j20
title: Hieracium mixtum Lapeyr. ex Froel.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.sedrj8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antigonon leptopus",
 "Country is Belize",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073505-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dzh-gqd-txf
title: Dryas octopetala L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r3v-61d-fep
title: Euphrasia stricta J. P. Wolff ex J. F. Lehm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3bm-7bx-sbs
title: Hedypnois arenaria (Schousb.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b7n-gs5-mwb
title: Rupicapnos africana (Lam.) Pomel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/aec-30y-zc3
title: Narcissus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jmx-x2x-gb1
title: Knautia nevadensis (M. Winkl. ex Szabó) Szabó

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cwt-snc-tqt
title: Dianthus hyssopifolius L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nfe-1cz-v3l
title: Cirsium rosulatum Talavera & Valdés

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a9l-ejy-2ex
title: Thesium humile Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zcv-rd2-kmp
title: Satureja cuneifolia Ten.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zx8-geb-fkv
title: Anacyclus × valentinus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sds-wlr-ct7
title: Thesium humifusum DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/022-e8k-pf4
title: Crepis vesicaria L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xbp-t0s-yrd
title: Bupleurum ranunculoides L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k4b-0h1-v8k
title: Bupleurum angulosum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pbr-s1l-d3c
title: Andryala ragusina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/57g-q92-9xj
title: Geranium purpureum Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ywe-dg8-r1y
title: Reseda undata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h9r-0sn-v33
title: Reseda undata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w4h-5ld-f92
title: Reseda gredensis (Cutanda & Willk.) Müll. Arg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hxr-lg1-j4w
title: Oenothera rosea Aiton

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hzy-ld2-a78
title: Andryala arenaria (DC.) Boiss. & Reut.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7m6-x8m-szh
title: Camphorosma monspeliaca L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s1c-gmb-vbc
title: Scabiosa turolensis Pau

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xj9-tc8-pxv
title: Apiaceae Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e5f-86d-qz7
title: Apiaceae Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rcn-lt2-bhv
title: Filago L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0dy-rxv-8yy
title: Helianthemum ledifolium (L.) Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vv6-m0p-zdh
title: Astragalus stella L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f37-j5r-2tz
title: Ononis rotundifolia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nwq-a5t-r40
title: Cistus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nbm-1aa-xgp
title: Helianthemum abelardoi Alcaraz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/32t-qnm-1z3
title: Urtica pilulifera L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8a7-rxb-mng
title: Myosotis martini Sennen

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16540426
title: Dataset - Comparative study between heuristic evaluation done by human experts versus NLP agents

description: This dataset accompanies the research article "Comparative Study Between Heuristic Evaluation Done by Human Experts vs NLP Agents". It includes all relevant files used and produced during the study, covering both human and AI-based heuristic evaluations.

The contents are organized into the following categories:





Raw Evaluation Data: Original heuristic evaluation responses provided by human experts and NLP agents, organized by heuristic principle and evaluation question.




Supporting Materials for Analysis: Includes qualitative and quantitative analysis resources, such as tables, summaries and analysis results.




TF-IDF Implementation: Jupyter Notebooks (.ipynb) containing code used to preprocess data, compute TF-IDF values, and generate term frequency visualizations.




Supplementary Documents: PDF reports, figures, and tables used for interpretation and discussion of the evaluation results.




Compressed Archives: Some materials are provided in .zip format for easier access and organization of grouped files.



All files are provided in accessible, open formats to support reproducibility and further research in usability engineering, human-AI comparison, and heuristic evaluation methods.
DOI: 10.3535/7n3-n51-zxd
title: Amelanchier ovalis Medik.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/msr-6z5-f87
title: Ononis baetica Clemente

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16540425
title: Dataset - Comparative study between heuristic evaluation done by human experts versus NLP agents

description: This dataset accompanies the research article "Comparative Study Between Heuristic Evaluation Done by Human Experts vs NLP Agents". It includes all relevant files used and produced during the study, covering both human and AI-based heuristic evaluations.

The contents are organized into the following categories:





Raw Evaluation Data: Original heuristic evaluation responses provided by human experts and NLP agents, organized by heuristic principle and evaluation question.




Supporting Materials for Analysis: Includes qualitative and quantitative analysis resources, such as tables, summaries and analysis results.




TF-IDF Implementation: Jupyter Notebooks (.ipynb) containing code used to preprocess data, compute TF-IDF values, and generate term frequency visualizations.




Supplementary Documents: PDF reports, figures, and tables used for interpretation and discussion of the evaluation results.




Compressed Archives: Some materials are provided in .zip format for easier access and organization of grouped files.



All files are provided in accessible, open formats to support reproducibility and further research in usability engineering, human-AI comparison, and heuristic evaluation methods.
DOI: 10.3535/1t9-m0a-3g9
title: Ulmus glabra Huds.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p6h-abe-bx2
title: Armeria bourgaei Boiss. ex Merino

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yp3-sbm-lbs
title: Bupleurum rigidum subsp. rigidum

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lc2-j7s-rd8
title: Ilex aquifolium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wbw-tax-4bj
title: Ononis reuteri Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/59z-5n4-2jg
title: Daucus minusculus Pau ex Font Quer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/av9-lje-c09
title: Fumana ericoides (Cav.) Gand.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b56-1pj-q43
title: Vicia sativa subsp. nigra Ehrh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/774-hrm-s7z
title: Reseda media Lag.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7ly-3ft-t30
title: Petrocoptis pyrenaica (Bergeret) A. Braun ex Walp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t24-ls6-zp8
title: Baldellia ranunculoides (L.) Parl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yl1-t0h-1ph
title: Reseda media Lag.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2ym-q2w-qay
title: Campanula primulifolia Brot.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.x4bb89
title: Occurrence Download

description: A dataset containing 0 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 (Circus ranivorus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073508-250717081556266/datasets/export for details.
DOI: 10.3535/jbm-zvp-975
title: Scabiosa andryalifolia (Pau) Devesa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k58-bwe-pdd
title: Reseda lanceolata Lag.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0wb-n6e-f87
title: Pterocephalidium diandrum (Lag.) G. López

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l38-57e-pb9
title: Scabiosa turolensis Pau

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dj2-fe1-71v
title: Crataegus laevigata (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qk8-pbc-jj1
title: Lilium martagon L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/43y-1pl-20l
title: Vicia hirsuta (L.) Gray

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g57-24a-x5j
title: Amorpha fruticosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yyj-y45-9hh
title: Agrostis stolonifera L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/271-l2m-7mp
title: Zygophyllum fabago L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gla-6cs-gvt
title: Halimium lasianthum subsp. alyssoides (Lam.) Greuter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hee-hy0-2c1
title: Cistus × laxus Aiton

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/htd-gyb-qxh
title: Amelanchier ovalis Medik.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wwn-299-hqn
title: Astragalus vesicarius L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pzq-y3j-y25
title: Sorbus aucuparia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15156/bio/sh1397539.10fu
title: SH1397539.10FU

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/sh1397542.10fu
title: SH1397542.10FU

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/sh1397543.10fu
title: SH1397543.10FU

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/sh1397545.10fu
title: SH1397545.10FU

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: 10.57906/v87v-h502
title: Happier, Healthier Professionals: Symbolic Awards - England
DOI: 10.15156/bio/sh1397547.10fu
title: SH1397547.10FU

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.