cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15208218
title: Dataset for "Gender and Positional Biases in LLM-Based Hiring Decisions: Evidence from Comparative CV/Résumé Evaluations"

description: This study examines the behavior of Large Language Models (LLMs) when evaluating professional candidates based on their résumés or curricula vitae (CVs). In an experiment involving 22 leading LLMs, each model was systematically given one job description along with a pair of profession-matched CVs—one bearing a male first name, the other a female first name—and asked to select the more suitable candidate for the job. Each CV pair was presented twice, with names swapped to ensure that any observed preferences in candidate selection stemmed from gendered names cues. Despite identical professional qualifications across genders, all LLMs consistently favored female-named candidates across 70 different professions. Adding an explicit gender field (male/female) to the CVs further increased the preference for female applicants.  When gendered names were replaced with gender-neutral identifiers "Candidate A" and "Candidate B", several models displayed a preference to select "Candidate A". Counterbalancing gender assignment between these gender-neutral identifiers resulted in gender parity in candidate selection. When asked to rate CVs in isolation rather than compare pairs, LLMs assigned slightly higher average scores to female CVs overall, but the effect size was negligible. Including preferred pronouns (he/him or she/her) next to a candidate’s name slightly increased the odds of the candidate being selected regardless of gender. Finally, most models exhibited a substantial positional bias to select the candidate listed first in the prompt. These findings underscore the need for caution when deploying LLMs in high-stakes autonomous decision-making contexts and raise doubts about whether LLMs consistently apply principled reasoning.The dataset here contains the prompts used to elicit LLMs to choose/rate a CV and the LLMs' responses, as well as all the synthetic LLM-generated CVs and job descriptions used in the analysis.
DOI: 10.15468/dl.a26zlo
title: Occurrence Download

description: A dataset containing 100130223 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Month is January",
 "Month is February",
 "Month is March",
 "Month is September",
 "Month is October",
 "Month is November",
 "Month is December"
 ]
 },
 "Geometry POLYGON((-3.69141 77.16797,-23.73047 60.64453,-27.24609 15.99609,-23.37891 0.17578,-3.69141 -13.88672,12.12891 -46.58203,37.79297 -49.39453,57.48047 -27.94922,70.13672 -5.80078,69.08203 23.37891,65.56641 54.31641,51.15234 71.89453,31.81641 78.57422,-3.69141 77.16797))",
 "HasCoordinate is true",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 100130223 records from 675 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031542-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.71ow26
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100042-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vetrem
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bacteria from Penguin Guano, Antarctica"
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032223-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnw8wd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100041-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwt04m
title: Occurrence Download

description: A dataset containing 361429888 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 361429888 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031564-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajw3lm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100039-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jlkgw3
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019560-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hlnmlb
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003415-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqry9w
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100047-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjp8xl
title: Occurrence Download

description: A dataset containing 405097522 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 405097522 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001773-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4w7-g2y-kmq
title: Burmeistera H. Karst. & Triana

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/d8z-lav-cec
title: Carex davalliana Sm.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/drz-lws-5c1
title: Galium parisiense L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/pml-vb6-zbc
title: Euphorbia cyparissias L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/wj8-sc6-hed
title: Cota melanoloma (Trautv.) Holub

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/a1z-xkj-368
title: Silene nutans L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/lfl-0qw-ejs
title: Picris hieracioides L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/wq3-480-l0w
title: Crepis pulchra L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/87r-97r-pa7
title: Ischnosiphon macarenae L. Andersson

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/n8r-31w-eew
title: Silene inaperta L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zgr-wye-zys
title: Campanula tatrae Borbás

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/dxv-1br-v7a
title: Alchemilla L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/syf-4ze-8xm
title: Actinolema macrolema Boiss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3c4-h9q-ex6
title: Armoracia rustica Schur

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/c5t-2v6-cpa
title: Bunium paucifolium DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/r9j-blh-981
title: Cruciata taurica (Pall. ex Willd.) Ehrend.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9yx-pcz-07m
title: Vicia cracca L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/c23-6n6-tzm
title: Centaurea arrigonii Greuter

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/khh-wcy-sfj
title: Campanula rotundifolia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mv3-xp1-0q9
title: Beta vulgaris L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zj0-gzn-s4e
title: Asperula xylorrhiza Nábělek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/0hp-rs9-4hb
title: Salvia aethiopis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/cp4-1pb-9dk
title: Hypericum maculatum Crantz x Hypericum perforatum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/q0v-32r-lfk
title: Muntingia calabura L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/6r0-erf-fra
title: Warszewiczia cordata Spruce ex K. Schum.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/83d-m32-2xn
title: Bromus hordeaceus subsp. molliformis (Lloyd ex Billot) Maire & Weiller

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fk3-f79-wgq
title: Geranium columbinum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/cgb-xg4-cwv
title: Filago vulgaris Lam.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/m3v-sx6-rcj
title: Trichilia maynasiana C. DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8qt-90f-pcd
title: Lythrum portula (L.) D. A. Webb

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/tp4-ftm-28t
title: Silene muradica Schischk.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xsb-989-vty
title: Parietaria judaica L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4bt-4ky-fhw
title: Genista tinctoria L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9rl-znd-f7d
title: Dactylorhiza osmanica (Klinge) P. F. Hunt & Summerh.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/snj-49q-r8t
title: Astragalus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/56t-pc2-gvj
title: Ouratea superba Engl.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/c4v-12q-9wj
title: Melomphis persica (Hausskn. ex Bornm.) Mart.-Azorín, M. B. Crespo & Juan

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/1cj-thv-fkq
title: Spergula morisonii Boreau

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/a97-vf1-cxh
title: Cynodon dactylon (L.) Pers.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/j02-9dy-6d8
title: Sixalix atropurpurea subsp. maritima (L.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nrn-sp4-z12
title: Anthemis tinctoria L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/qf1-v29-wpy
title: Hyoseris radiata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ww2-0qj-14d
title: Trifolium dubium Sibth.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/92t-2v6-25c
title: Carex tomentosa L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fdm-h4g-pdq
title: Lathyrus sylvestris L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/pft-b0e-kfh
title: Opopanax chironium (L.) W. D. J. Koch

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/prc-y16-b8t
title: Muscari neglectum Guss. ex Ten.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/y0t-yqh-3qr
title: Trifolium angustifolium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5517/cc5fsv6
title: CCDC 162218: Experimental Crystal Structure Determination

description: Related Article: Chuan He, S.J.Lippard|2001|Inorg.Chem.|40|1414|doi:10.1021/ic000975k
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/cc5fsw7
title: CCDC 162219: Experimental Crystal Structure Determination

description: Related Article: Chuan He, S.J.Lippard|2001|Inorg.Chem.|40|1414|doi:10.1021/ic000975k
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/cc5fsx8
title: CCDC 162220: Experimental Crystal Structure Determination

description: Related Article: Chuan He, S.J.Lippard|2001|Inorg.Chem.|40|1414|doi:10.1021/ic000975k
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/cc5fsy9
title: CCDC 162221: Experimental Crystal Structure Determination

description: Related Article: Chuan He, S.J.Lippard|2001|Inorg.Chem.|40|1414|doi:10.1021/ic000975k
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/cc5fszb
title: CCDC 162222: Experimental Crystal Structure Determination

description: Related Article: P.C.McGowan, T.J.Podesta, M.Thornton-Pett|2001|Inorg.Chem.|40|1445|doi:10.1021/ic0006854
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/cc5ft0d
title: CCDC 162223: Experimental Crystal Structure Determination

description: Related Article: P.C.McGowan, T.J.Podesta, M.Thornton-Pett|2001|Inorg.Chem.|40|1445|doi:10.1021/ic0006854
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/cc5ft1f
title: CCDC 162224: Experimental Crystal Structure Determination

description: Related Article: P.C.McGowan, T.J.Podesta, M.Thornton-Pett|2001|Inorg.Chem.|40|1445|doi:10.1021/ic0006854
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/cc5ft2g
title: CCDC 162225: Experimental Crystal Structure Determination

description: Related Article: P.C.McGowan, T.J.Podesta, M.Thornton-Pett|2001|Inorg.Chem.|40|1445|doi:10.1021/ic0006854
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/cc5ft3h
title: CCDC 162226: Experimental Crystal Structure Determination

description: Related Article: P.C.McGowan, T.J.Podesta, M.Thornton-Pett|2001|Inorg.Chem.|40|1445|doi:10.1021/ic0006854
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/cc3zk8w
title: CCDC 118738: Experimental Crystal Structure Determination

description: Related Article: A.Castellanos, J.A.Ayllon, S.Sabo-Etienne, B.Donnadieu, B.Chaudret, Wenbin Yao, K.Kavallieratos, R.H.Crabtree|1999|C.R.Acad.Sci.,Ser.IIc:Chim.|2|359|doi:10.1016/S1387-1609(00)88546-1
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/cc48qtx
title: CCDC 127559: Experimental Crystal Structure Determination

description: Related Article: A.Castellanos, J.A.Ayllon, S.Sabo-Etienne, B.Donnadieu, B.Chaudret, Wenbin Yao, K.Kavallieratos, R.H.Crabtree|1999|C.R.Acad.Sci.,Ser.IIc:Chim.|2|359|doi:10.1016/S1387-1609(00)88546-1
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/cc5fgnp
title: CCDC 161902: Experimental Crystal Structure Determination

description: Related Article: Sheng-Xiang Qiu, Nguyen van Hung, Le Thi Xuan, Jian-Qiao Gu, E.Lobkovsky, Tran Cong Khanh, D.D.Soejarto, J.Clardy, J.M.Pezzuto, Yumi Dong, Mai Van Tri, Le Mai Huong, H.H.S.Fong|2001|Phytochemistry|56|775|doi:10.1016/S0031-9422(00)00463-5
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/cc5fgpq
title: CCDC 161903: Experimental Crystal Structure Determination

description: Related Article: K.S.Huang, M.J.Haddadin, M.M.Olmstead, M.J.Kurth|2001|J.Org.Chem.|66|1310|doi:10.1021/jo001484k
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/cc5fgqr
title: CCDC 161904: Experimental Crystal Structure Determination

description: Related Article: K.S.Huang, M.J.Haddadin, M.M.Olmstead, M.J.Kurth|2001|J.Org.Chem.|66|1310|doi:10.1021/jo001484k
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.