cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/vq8-0kp-z7q
title: Euphrasia cuneata G. Forst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wa1-7q2-qrz
title: Euphrasia lasianthera W. R. Barker

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/415-fcg-1z0
title: Prosthechea concolor (Lex.) W.E.Higgins

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xaj-hww-vwp
title: Euphrasia crassiuscula Gand.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16571933
title: Why do women pursue a PhD in Computer Science? (Dataset)

description: This dataset accompanies the article entitled "Why do women pursue a PhD in Computer Science?", accepted for publication in the Journal of Systems and Software.

Context. Computer science, even now, attracts a small number of women, and the proportion of women in the field decreases through advancing career stages. Consequently, few women progress to PhD studies in computer science after completing master’s studies. Empowering women at this stage in their careers is essential, not just for equality reasons, but to unlock untapped potential for society, industry and academia.

Objective. This paper aims to identify students’ career assumptions and information related to PhD studies focused on gender-based differences. We propose a program to inform female master students about PhD studies that explains the process, clarifies misconceptions, and alleviates concerns.Method. An extensive survey was conducted to identify factors that encourage and discourage students from undertaking PhD studies. The analysis identified statistically significant differences between those who undertook PhD studies and those who didn’t, as well as statistically significant gender differences. A catalogue of questions to initiate discussions with potential PhD students which allowed them to explore these factors was developed. These were structured into a Women’s Career Lunch program where students can explore and discuss the benefits of PhD study.

Results. Encouraging factors toward PhD study include interest and confidence in research arising from a research involvement during earlier studies; enthusiasm for and self-confidence in computer science in addition to an interest in an academic career; encouragement from external sources; and a positive perception towards PhD studies which can involve achieving personal goals. Discouraging factors include uncertainty and lack of knowledge of the PhD process, a perception of lower job flexibility, and the requirement for long-term commitment. Gender differences highlighted that female students who pursue a PhD have less confidencein their technical skills than males but a higher preference for interdisciplinary areas. Female students are less inclined than males to perceive the industry as offering better job opportunities and more flexible career paths than academia.

Conclusions. The insights collected from the survey facilitated the development of a questions catalogue structured into the Women Career Lunch program to help students make a more informed decision concerning whether they should pursue a PhD in computer science. Localised versions of this program, in 8 languages, were created to support its adoption in different countries and assist in mitigating the female under-representation challenge.
DOI: 10.5281/zenodo.16571934
title: Why do women pursue a PhD in Computer Science? (Dataset)

description: This dataset accompanies the article entitled "Why do women pursue a PhD in Computer Science?", accepted for publication in the Journal of Systems and Software.

Context. Computer science, even now, attracts a small number of women, and the proportion of women in the field decreases through advancing career stages. Consequently, few women progress to PhD studies in computer science after completing master’s studies. Empowering women at this stage in their careers is essential, not just for equality reasons, but to unlock untapped potential for society, industry and academia.

Objective. This paper aims to identify students’ career assumptions and information related to PhD studies focused on gender-based differences. We propose a program to inform female master students about PhD studies that explains the process, clarifies misconceptions, and alleviates concerns.Method. An extensive survey was conducted to identify factors that encourage and discourage students from undertaking PhD studies. The analysis identified statistically significant differences between those who undertook PhD studies and those who didn’t, as well as statistically significant gender differences. A catalogue of questions to initiate discussions with potential PhD students which allowed them to explore these factors was developed. These were structured into a Women’s Career Lunch program where students can explore and discuss the benefits of PhD study.

Results. Encouraging factors toward PhD study include interest and confidence in research arising from a research involvement during earlier studies; enthusiasm for and self-confidence in computer science in addition to an interest in an academic career; encouragement from external sources; and a positive perception towards PhD studies which can involve achieving personal goals. Discouraging factors include uncertainty and lack of knowledge of the PhD process, a perception of lower job flexibility, and the requirement for long-term commitment. Gender differences highlighted that female students who pursue a PhD have less confidencein their technical skills than males but a higher preference for interdisciplinary areas. Female students are less inclined than males to perceive the industry as offering better job opportunities and more flexible career paths than academia.

Conclusions. The insights collected from the survey facilitated the development of a questions catalogue structured into the Women Career Lunch program to help students make a more informed decision concerning whether they should pursue a PhD in computer science. Localised versions of this program, in 8 languages, were created to support its adoption in different countries and assist in mitigating the female under-representation challenge.
DOI: 10.15468/dl.f9n5nc
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Monodelphis glirina"
 ]
}

 The dataset includes 90 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069209-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4p1-x6h-rja
title: Euphrasia cuneata G. Forst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gm0-9cx-qa2
title: Euphrasia lasianthera W. R. Barker

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kss-92n-ydr
title: Prosthechea concolor (Lex.) W.E.Higgins

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hwc-ks8-a88
title: Cicer graecum Orph. ex Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t47-2af-jpc
title: Oeosporangium pulchellum (Bory ex Willd.) Fraser-Jenk. & Pariyar

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9rt-l4k-jzq
title: Senecio inaequidens DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xq1-mf1-ptw
title: Habenaria crucifera Rchb.f. & Warm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.dqjwnb
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 (Rallus elegans)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069212-250717081556266/datasets/export for details.
DOI: 10.3535/7a6-5k6-ffk
title: Carlina acaulis subsp. acaulis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7tn-964-43n
title: Festuca circummediterranea Patzke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/110-s6q-dec
title: Carlina vulgaris subsp. vulgaris

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nw1-ptt-7t6
title: Jacobaea aquatica subsp. aquatica

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ae9-5bj-602
title: Didesmus aegyptius (L.) Desv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/aja-nk9-07y
title: Diplotaxis harra subsp. lagascana (DC.) O. Bolòs & Vigo

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/he7-3bz-f6a
title: Hymenonema laconicum Boiss. & Heldr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ch1-wtm-ha9
title: Euphrasia disperma Hook. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t49-7m9-4zx
title: Filago asterisciflora (Lam.) Sweet

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.5x5pqc
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 (Physalaemus biligonigerus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069213-250717081556266/datasets/export for details.
DOI: 10.3535/07d-42n-59a
title: Gymnospermium peloponnesiacum (Phitos) Strid

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ze3-khn-ng2
title: Geranium versicolor L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a8g-zp4-cty
title: Hieracium alpinum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t9j-kgs-ezy
title: Hypericum perfoliatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m1s-8zw-qqg
title: Carlina biebersteinii subsp. brevibracteata (Andrae) K. Werner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wds-sk5-0p9
title: Lactuca sativa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/emn-rg4-2k7
title: Lophiolepis heldreichii subsp. heldreichii

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8rh-xf4-hb5
title: Hemerocallis fulva (L.) L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w5r-gej-4d9
title: Chaerophyllum heldreichii Orph. ex Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/akh-kn4-1wn
title: Kerria japonica (L.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g52-j4p-jyf
title: Castanea sativa Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5z4-14a-ytv
title: Horminum pyrenaicum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/71c-r5t-nvq
title: Senecio doronicum subsp. doronicum

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/437-l93-z0l
title: Rhaponticum scariosum subsp. heleniifolium (Godr. & Gren.) Nyman

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qeq-lwq-s8k
title: Klasea radiata subsp. cetinjensis (Rohlena) Greuter & Wagenitz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gpr-ya2-myf
title: Centaurea zuccariniana DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t0s-xnn-y3d
title: Coronilla minima subsp. lotoides (W.D.J.Koch) Nyman

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sr1-746-02r
title: Prosthechea crassilabia (Poepp. & Endl.) Carnevali & I.Ramírez

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5h4-ce2-vv5
title: Centaurea polyacantha Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x2k-4sx-7jw
title: Ferula tingitana L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k9d-xrh-zbe
title: Colchicum graecum K.Perss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qff-zpr-5jx
title: Cistus populifolius subsp. populifolius

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wte-yf6-wqf
title: Senecio ovatus subsp. ovatus

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/55r-ndt-rn9
title: Senecio jacobaea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m0h-vav-l8b
title: Jacobaea Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mzs-jc9-e64
title: Achillea maritima (L.) Ehrend. & Y. P. Guo

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15139/s3/celwxa
title: Data Management and Sharing Plan for: Mentoring in Translational Malaria Genomics

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.3535/7ss-9hp-g3l
title: Echinops sphaerocephalus subsp. sphaerocephalus

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/908-jsg-b8t
title: Fritillaria imperialis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/45e-vmq-7n4
title: Senecio jacobaea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gsz-xjm-w1d
title: Arctium minus (Hill) Bernh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bz6-wnq-ghg
title: Elymus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r9r-g2w-36r
title: Euphorbia insularis Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zl7-vvw-shp
title: Dianthus caryophyllus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8bw-b7f-f9c
title: Hedera hibernica (G. Kirchn.) Carrière

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/619-y7t-jaw
title: Helichrysum arenarium subsp. arenarium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8en-pwy-p3q
title: Delphinium hellenicum Pawl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vyb-x78-we3
title: Fumana arabica (L.) Spach

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xwe-nhn-93x
title: Euphrasia townsonii Petrie

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wb3-k4p-bga
title: Euphrasia townsonii Petrie

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a5n-mkn-ej0
title: Hypericum delphicum Boiss. & Heldr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f51-bm4-3w5
title: Senecio vulgaris L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/far-4ql-tme
title: Delphinium peregrinum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s9j-cgd-fla
title: Achillea distans subsp. distans

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9lz-zx3-41f
title: Euphrasia zelandica Wettst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sv9-rhg-k1b
title: Erigeron bonariensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8gz-bww-st9
title: Ebenus sibthorpii DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8jz-xps-nb1
title: Genista umbellata subsp. equisetiformis (Spach) Rivas Goday & Rivas Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tpq-zrz-rqx
title: Euphrasia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yvy-pjw-sck
title: Senecio thapsoides subsp. thapsoides

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z3q-2h7-yfr
title: Euphrasia zelandica Wettst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/adb-j9w-rf3
title: Euphrasia townsonii Petrie

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d0s-n3q-j8a
title: Prosthechea crassilabia (Poepp. & Endl.) Carnevali & I.Ramírez

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/04s-jkf-8p0
title: Euphrasia townsonii Petrie

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rnf-s8j-lk1
title: Euphrasia alsa F. Muell.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ba6-yhf-vg9
title: Euphrasia collina subsp. diversicolor W. R. Barker

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fwv-m87-c2q
title: Euphrasia revoluta Hook. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d3z-9d8-ha4
title: Echinops ritro subsp. ritro

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/22j-7rl-l71
title: Bornmuellera emarginata (Boiss.) Resetnik

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gh8-483-50h
title: Lepidium sativum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6bq-8jl-w4e
title: Leucanthemum ircutianum (Turcz.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mx4-0rq-d38
title: Leucanthemum vulgare Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gh1-jpn-blx
title: Leucanthemum vulgare Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ka3-zmd-krt
title: Taxus canadensis Marshall

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.e4jhgd
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Marmosa paraguayana"
 ]
}

 The dataset includes 84 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069214-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6fv-al5-vmy
title: Leontodon berinii (Bartl.) Roth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jcj-2gg-ze6
title: Taxus canadensis Marshall

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/aya-pey-ljs
title: Leontodon anomalus Ball

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dza-69w-8hv
title: Taxus canadensis Marshall

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zf3-r7q-bqd
title: Taxus brevifolia Nutt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lp0-zjh-9vl
title: Taxus brevifolia Nutt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tah-7re-57x
title: Taxus brevifolia Nutt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jjz-jsr-6f6
title: Lepidium hirtum subsp. nebrodense (Raf.) Thell.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m5v-3n0-rcv
title: Limonium Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/600-2st-05p
title: Taxus brevifolia Nutt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hgl-j49-xq1
title: Taxus sumatrana (Miq.) de Laub.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3h3-q1x-939
title: Taxus brevifolia Nutt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yhz-lyp-0lq
title: Taxus brevifolia Nutt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0z4-02x-ryt
title: Taxus baccata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.