cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17782047
title: AI Safety, Risk Perception & Boundary Behaviour 2025 (Dataset)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience Data Series. It measures how adults evaluate the safety of AI systems, perceive risk levels, identify boundary-crossing behaviours, and respond to uncertainty or potentially unsafe AI outputs.

The dataset includes:• 1–7 Likert-scale items measuring AI safety concerns and risk perception• scenario-based boundary judgement tasks• indicators of precaution, caution, and willingness to disengage from AI systems• assessments of trust, uncertainty, and perceived overconfidence in AI responses• open-text reflections on uncomfortable or unsafe AI interactions• demographic variables across six English-speaking countries

Data were collected via Prolific in 2025 from adults across the UK, US, Australia, Canada, New Zealand, and Ireland. All data were cleaned, anonymised, and verified according to the Human Clarity Institute’s open-data publication protocol.

This dataset contributes to understanding how people perceive AI safety and risk in everyday settings, offering early insight into human behavioural thresholds, safety expectations, and boundary concerns as AI tools grow more capable.
DOI: 10.15468/dl.xm5ef8
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muriphaeosphaeria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 208 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026542-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ft63k
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa multiflora",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2014",
 "Month is greater than or equal to January",
 "Month is less than or equal to December"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026543-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajz282
title: Occurrence Download

description: A dataset containing 1704821575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1704821575 records from 19166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026416-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nj6idq
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurotus eryngii (DC.) Quél., 1872"
 ]
}

 The dataset includes 170 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001258-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghzbug
title: Occurrence Download

description: A dataset containing 6635 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Catalpa speciosa (Warder ex Barney) Warder ex Engelm."
 ]
}

 The dataset includes 6635 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009294-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bdq8y
title: Occurrence Download

description: A dataset containing 62452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Gallinago gallinago (Linnaeus, 1758)",
 "StateProvince is England",
 "Year 2000-2020"
 ]
}

 The dataset includes 62452 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041065-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tf2crw
title: Occurrence Download

description: A dataset containing 2495 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudocolaptes boissonneautii (Lafresnaye, 1840)"
 ]
}

 The dataset includes 2495 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150204170955391/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huaabl
title: Occurrence Download

description: A dataset containing 18260 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fundación Miguel Lillo - Colección Criptogámica"
 ]
}

 The dataset includes 18260 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000102-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yq7s7
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eteobalea intermediella (Riedl, 1966)"
 ]
}

 The dataset includes 114 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006581-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3kirn
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sideroxylon montanum (Sw.) T.D.Penn."
 ]
}

 The dataset includes 45 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150216165555722/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkjzht
title: Occurrence Download

description: A dataset containing 116447 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Impact of rainforest transformation on phylogenetic and functional diversity of soil prokaryotic communities in Sumatra (Indonesia)"
 ]
}

 The dataset includes 116447 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329440-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zydau5
title: Occurrence Download

description: A dataset containing 1324 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Podocnemis lewyana Duméril, 1852)"
 ]
}

 The dataset includes 1324 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053894-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.idmeta
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arborimus pomo Johnson & George, 1991",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 426 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z339j7
title: Occurrence Download

description: A dataset containing 1457 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalea foliolosa (Aiton) Barneby"
 ]
}

 The dataset includes 1457 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329444-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nymbsu
title: Occurrence Download

description: A dataset containing 33018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.4159 36.7873,-6.2258 36.31309,-5.57546 36.01421,-5.33533 36.1436,-4.99515 36.44197,-5.00516 36.73119,-5.20526 37.07522,-5.74555 37.2586,-6.31585 37.1231,-6.4159 36.7873))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 33018 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006588-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjsska
title: Occurrence Download

description: A dataset containing 1442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-92 40,-92 44,-84 44,-84 40,-92 40))",
 "DatasetKey is Field Museum of Natural History (Zoology) Invertebrate Collection"
 ]
}

 The dataset includes 1442 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3hk8q
title: Occurrence Download

description: A dataset containing 3008 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus lepidus Kennicott, 1861"
 ]
}

 The dataset includes 3008 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330093-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ftmfk
title: Occurrence Download

description: A dataset containing 568 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena nigrocaerulea Cockerell, 1897"
 ]
}

 The dataset includes 568 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150407101314760/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mz6cej
title: Occurrence Download

description: A dataset containing 1483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Opuntia streptacantha Lem."
 ]
}

 The dataset includes 1483 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053891-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9tuss
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Stipa purpurea"
 ]
}

 The dataset includes 243 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041351-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdvfls
title: Occurrence Download

description: A dataset containing 36194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linnaea borealis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36194 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne9jkq
title: Occurrence Download

description: A dataset containing 785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Indonesia, Malaysia, New Caledonia, Papua New Guinea, Singapore, Philippines, Brunei Darussalam, Thailand)",
 "Geometry POLYGON((105.84627 5.39016,106.41299 14.3385,105.39885 19.05128,97.13656 14.21919,97.16639 7.65708,99.88071 3.66015,102.38625 1.66169,105.27954 -0.30694,106.23403 1.42307,105.84627 5.39016))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Continent derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Nepenthaceae"
 ]
}

 The dataset includes 785 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012434-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avhnxo
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Andorra",
 "Country is Portugal"
 ]
 },
 "TaxonKey is Minucia lunaris (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 76 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000102-190306134739812/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzkbvd
title: Occurrence Download

description: A dataset containing 366569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardinalis cardinalis (Linnaeus, 1758)",
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Unknown evidence"
 ]
 }
 ]
}

 The dataset includes 366569 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdwagb
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COD",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Monodora myristica (Gaertn.) Dunal"
 ]
}

 The dataset includes 75 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009298-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lksyth
title: Occurrence Download

description: A dataset containing 13582 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((37.35397 5.63499,37.53708 5.68993,37.77512 5.91881,37.81479 6.0714,38.08334 6.35216,38.65708 7.24022,38.38547 7.13341,38.3458 7.00829,37.83005 6.5963,37.35397 5.63499))"
 ]
}

 The dataset includes 13582 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000102-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msnsp5
title: Occurrence Download

description: A dataset containing 4927 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iguana iguana (Linnaeus, 1758)"
 ]
}

 The dataset includes 4927 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2mky6
title: Occurrence Download

description: A dataset containing 89059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.26517 37.47721,-6.48202 36.98115,-6.45111 36.50212,-5.98456 36.1158,-5.51974 35.97042,-5.396 36.08888,-5.12918 36.42357,-4.67478 36.4434,-4.09154 36.69742,-4.25459 37.63062,-4.70764 37.69527,-5.0206 37.75519,-5.34839 37.73117,-5.53733 37.71493,-5.53733 37.71493,-5.53733 37.71493,-5.66909 37.7287,-5.75091 37.65642,-5.99735 37.66277,-6.15343 37.57167,-6.26517 37.47721))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 89059 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006582-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdi9dg
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Aedes vexans (Meigen, 1830)"
 ]
}

 The dataset includes 520 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000102-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krocqb
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium specimens of Bamboo collection Prafrance Générargue (BAMBO)"
 ]
}

 The dataset includes 191 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgng7c
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthostegidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 45 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052385-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bvjhs
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Iraq)",
 "TaxonKey is one of (Carnivora)"
 ]
}

 The dataset includes 179 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327139-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9557n
title: Occurrence Download

description: A dataset containing 971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.11672 39.45698,-77.60867 37.39336,-78.90287 34.67276,-82.69917 32.58968,-81.49126 28.12458,-83.56197 31.05019,-88.73875 31.49266,-95.81368 31.12408,-98.48835 28.42851,-98.48835 23.14856,-97.53927 18.5543,-91.4997 17.8987,-89.15473 19.93141,-88.74804 18.09446,-89.69697 15.58624,-88.16061 14.58276,-84.48723 15.22319,-84.08897 10.74262,-83.04642 9.26423,-81.79537 8.6051,-80.46091 8.93481,-79.33497 9.34653,-78.20902 8.93481,-77.45839 7.65561,-76.16563 7.44891,-76.40449 8.58588,-75.44219 9.14932,-74.4086 10.16824,-72.8022 10.74494,-72.11452 7.80428,-70.05147 8.56059,-69.65279 10.94185,-67.29256 9.39312,-62.34731 8.72719,-58.30119 7.16887,-49.2801 13.7588,-57.64456 25.15162,-58.44478 29.12641,-63.51288 34.78045,-73.58239 38.78442,-77.11672 39.45698))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Tubastraea micranthus (Ehrenberg, 1834), Tubastraea coccinea Lesson, 1830, Styela canopus (Savigny, 1816), Schizoporella errata (Waters, 1878), Bugula neritina (Linnaeus, 1758))"
 ]
}

 The dataset includes 971 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188205-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7uzpm
title: Occurrence Download

description: A dataset containing 1241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pipilo ocai (Lawrence, 1865)",
 "Country is Mexico",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1241 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2cwpn
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ponthieva mandonii Rchb.f."
 ]
}

 The dataset includes 135 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188202-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47wb58
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Zoología Universidad Icesi: Anfibios"
 ]
}

 The dataset includes 251 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009328-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tuedb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is HRV",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxalis latifolia Kunth"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329442-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsp1iv
title: Occurrence Download

description: A dataset containing 547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalus scutulatus Kennicott, 1861",
 "Country is Mexico"
 ]
}

 The dataset includes 547 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.