cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nxpcab
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Guatemala",
 "TaxonKey is Capsicum annuum L."
 ]
}

 The dataset includes 281 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161806-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5q5s0
title: Occurrence Download

description: A dataset containing 46834 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Saltabel - Orthoptera in Belgium"
 ]
}

 The dataset includes 46834 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ag3m8
title: Occurrence Download

description: A dataset containing 699 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynanthus sordidus (Gould, 1859)"
 ]
}

 The dataset includes 699 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161808-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsrwri
title: Occurrence Download

description: A dataset containing 9746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "Geometry POLYGON((88.066406 27.994401,88.769531 21.125497,97.734375 8.233237,105.644531 -0.527336,111.269531 14.774882,123.398437 30.145127,101.777343 29.228890,87.539062 29.840643,88.066406 27.994401))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9746 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k5zdf
title: Occurrence Download

description: A dataset containing 65864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Cynanthus latirostris Swainson, 1827"
 ]
}

 The dataset includes 65864 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161817-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gguexn
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Himalayacalamus",
 {
 "or" : [
 "Country is Myanmar",
 "Country is Bhutan",
 "Country is Nepal",
 "Country is Lao People’s Democratic Republic",
 "Country is India",
 "Country is Viet Nam",
 "Country is China"
 ]
 },
 "Geometry POLYGON((67.5 40,67.5 17.5,107.5 17.5,107.5 40,67.5 40))",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen",
 "Year is greater than or equal to 1959"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3yebh
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Cirrhilabrus ryukyuensis Ishikawa, 1904"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161810-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxerdz
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guillenia flavescens (Hook.) Greene",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqkez9
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Glycine soja Siebold & Zucc.",
 "Year 2000-2024"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000014-240506104327388/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8dfmx
title: Occurrence Download

description: A dataset containing 4042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Hylocharis leucotis (Vieillot, 1818)"
 ]
}

 The dataset includes 4042 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161821-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf2jvd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribounia grandiflora D.J.Middleton",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3gr5b
title: Occurrence Download

description: A dataset containing 28923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((69.37031999999999 32.097476, 69.37031999999999 49.184106666666665, 35.32496433333334 49.184106666666665, 35.32496433333334 32.097476, 69.37031999999999 32.097476))",
 "EventDate is 2019-06-01,2019-06-30"
 ]
}

 The dataset includes 28923 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028744-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kixegb
title: Occurrence Download

description: A dataset containing 784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Callorhinus ursinus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 784 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6z5m9
title: Occurrence Download

description: A dataset containing 597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Canada, Puerto Rico, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gnathiidae"
 ]
}

 The dataset includes 597 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034107-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hz8mrb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cayman Islands",
 "TaxonKey is Myrmecophila albopurpurea (W.H.W.Strachan ex Fawc.) Nir"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjrdhl
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leopardus wiedii (Schinz, 1821)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 293 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005071-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zvcqr
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scolecithrix danae (Lubbock, 1856)"
 ]
}

 The dataset includes 830 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006113-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxnubb
title: Occurrence Download

description: A dataset containing 1962 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachops cirrhosus (Spix, 1823)"
 ]
}

 The dataset includes 1962 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005072-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10997199
title: Repelling restart potential -- reproducibility and additional figures

description: Files:    repelling.zip (contains experimental data (logs of ioh for each tested configuration)    repelling_code.zip (contains all source code for running the experiments & additional figures)
DOI: 10.5281/zenodo.10997200
title: Repelling restart potential -- reproducibility and additional figures

description: Files:    repelling.zip (contains experimental data (logs of ioh for each tested configuration)    repelling_code.zip (contains all source code for running the experiments & additional figures)
DOI: 10.15468/dl.3z6ucu
title: Occurrence Download

description: A dataset containing 1350 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ENBI WP 13 Martius C. F. P. von Collection subset (Muenchen)"
 ]
}

 The dataset includes 1350 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005072-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jiqcht
title: Occurrence Download

description: A dataset containing 753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cordia curassavica (Jacq.) Roem. & Schult.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 753 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005072-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvz2zy
title: Occurrence Download

description: A dataset containing 17785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cordia alliodora (Ruiz & Pav.) Oken"
 ]
}

 The dataset includes 17785 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161828-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5asdry
title: Occurrence Download

description: A dataset containing 9782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenotaphrum secundatum",
 "Year 1975-2024"
 ]
}

 The dataset includes 9782 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027544-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5b5yt
title: Occurrence Download

description: A dataset containing 2720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boehmeria densiflora",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2720 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027545-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwzqv5
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus fuscus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 161 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027546-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxctft
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus fuscus",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027547-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjz2v9
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus fuscus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 198 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027548-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyn29d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sylvia borin",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027549-250920141307145/datasets/export for details.
DOI: 10.15468/dl.azjmh7
title: Occurrence Download

description: A dataset containing 2895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boehmeria nivea",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2895 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027550-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15208217
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: 10.5281/zenodo.17173798
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.juwfzt
title: Occurrence Download

description: A dataset containing 422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus compressus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 422 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027553-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jswmyx
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus compressus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 307 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027551-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uuybp
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027552-250920141307145/datasets/export for details.
DOI: 10.15468/dl.f6rtw5
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boehmeria pilosiuscula",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 434 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027554-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejhrdr
title: Occurrence Download

description: A dataset containing 59531 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 (Mikania)"
 ]
}

 The dataset includes 59531 records from 674 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027539-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9a9vgp
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boehmeria wattersii",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 153 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027555-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.