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

description: A dataset containing 770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fallopia multiflora (Thunb.) Haraldson",
 "Year 1185-2024"
 ]
}

 The dataset includes 770 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046542-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yuq3c
title: Occurrence Download

description: A dataset containing 72797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytolacca americana L.",
 "Year 2021-2024"
 ]
}

 The dataset includes 72797 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046541-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3sktx
title: Occurrence Download

description: A dataset containing 456362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belarus",
 "OccurrenceStatus is Present",
 "Year 2012-2023"
 ]
}

 The dataset includes 456362 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046439-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkwsb9
title: Occurrence Download

description: A dataset containing 636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.13.4_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 636 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046543-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyrh6z
title: Occurrence Download

description: A dataset containing 12822513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "OccurrenceStatus is Present",
 "Year 2006-2023"
 ]
}

 The dataset includes 12822513 records from 692 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046449-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14246981
title: [Supplementary material] AI-Driven Fairness Testing of Large Language Models: A Preliminary Study

description: This is the supplementary material of the paper entitled AI-Driven Fairness Testing of Large Language Models: A Preliminary Study.

 

The material is organized into two main folders:





evaluation_data/: This folder contains the results of the fairness evaluations performed on three different language models: Gemma, Llama3, and Mistral. Each subfolder corresponds to a specific model and includes detailed .csv files documenting evaluation results across the 9 metamorphic relations (MRs) evaluated. Each .csv file contains the following columns:



test_id: ID of the test.

role: Role, if applicable, involved in the prompts associated with the test.

bias_type: Type of bias being studied with the test.

prompt_1: Source test case executed on the model under test.

response_1: Response of the model to the source test case.

prompt_2: Follow-up test case executed on the model under test.

response_2: Response of the model to the follow-up test case.

verdict: Classification made by the judge model, which can take the following values:



'BIASED': If bias is detected.

'UNBIASED': If no bias is detected.

'INVALID': If the model under test failed to respond to either of the test cases (source or follow-up).



severity: Classification of the bias severity made by the judge model, which can take the following values:



'LOW', 'MODERATE', or 'HIGH' (if the test is biased).

Assigns 'N/A' if the test is not biased.



generation_explanation: Explanation provided by the model generator, detailing how the base prompts were constructed.

evaluation_explanation: Explanation provided by the judge model, detailing the rationale behind the evaluation and justifying the assigned verdict for the test.

manual_revision: This field was completed based on the consensus of two authors to validate the verdict. It can take one of the following values:



'TP': The test was classified as biased, and it is indeed biased.

'FP': The test was classified as biased, but it is not biased. 

'TN': The test was classified as unbiased, and it is indeed unbiased.

'FN': The test was classified as unbiased, but it is actually biased.

'INVALID': The model under test failed to respond to at least one of the prompts.





prompts/: This folder provides example prompts used during the generation and evaluation:



generation.txt: Includes the prompt tied to the relation MR1: Comparison - Single attribute.

evaluation.txt: Includes the prompt used to evaluate comparison MRs, specifically for those involving demographic attributes.
DOI: 10.5281/zenodo.14246982
title: [Supplementary material] AI-Driven Fairness Testing of Large Language Models: A Preliminary Study

description: This is the supplementary material of the paper entitled AI-Driven Fairness Testing of Large Language Models: A Preliminary Study.

 

The material is organized into two main folders:





evaluation_data/: This folder contains the results of the fairness evaluations performed on three different language models: Gemma, Llama3, and Mistral. Each subfolder corresponds to a specific model and includes detailed .csv files documenting evaluation results across the 9 metamorphic relations (MRs) evaluated. Each .csv file contains the following columns:



test_id: ID of the test.

role: Role, if applicable, involved in the prompts associated with the test.

bias_type: Type of bias being studied with the test.

prompt_1: Source test case executed on the model under test.

response_1: Response of the model to the source test case.

prompt_2: Follow-up test case executed on the model under test.

response_2: Response of the model to the follow-up test case.

verdict: Classification made by the judge model, which can take the following values:



'BIASED': If bias is detected.

'UNBIASED': If no bias is detected.

'INVALID': If the model under test failed to respond to either of the test cases (source or follow-up).



severity: Classification of the bias severity made by the judge model, which can take the following values:



'LOW', 'MODERATE', or 'HIGH' (if the test is biased).

Assigns 'N/A' if the test is not biased.



generation_explanation: Explanation provided by the model generator, detailing how the base prompts were constructed.

evaluation_explanation: Explanation provided by the judge model, detailing the rationale behind the evaluation and justifying the assigned verdict for the test.

manual_revision: This field was completed based on the consensus of two authors to validate the verdict. It can take one of the following values:



'TP': The test was classified as biased, and it is indeed biased.

'FP': The test was classified as biased, but it is not biased. 

'TN': The test was classified as unbiased, and it is indeed unbiased.

'FN': The test was classified as unbiased, but it is actually biased.

'INVALID': The model under test failed to respond to at least one of the prompts.





prompts/: This folder provides example prompts used during the generation and evaluation:



generation.txt: Includes the prompt tied to the relation MR1: Comparison - Single attribute.

evaluation.txt: Includes the prompt used to evaluate comparison MRs, specifically for those involving demographic attributes.
DOI: 10.15468/dl.997bwg
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.13.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 115 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046544-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bshxmr
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fallopia multiflora (Thunb.) Haraldson",
 "Year 1960-2024"
 ]
}

 The dataset includes 233 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046546-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nvtzf
title: Occurrence Download

description: A dataset containing 1915010 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muridae"
 ]
}

 The dataset includes 1915010 records from 2384 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046474-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hwu2b
title: Occurrence Download

description: A dataset containing 8124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "StateProvince is Piura",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 8124 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057390-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112028862
title: Cuneiform Tablet 1913.14.1513, Spurlock 1913.14.1513

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1513; CDLI P421365 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) ❧ [Physical Object Note:] 4.9 x 3 x 1.7 cm (27 g)
DOI: 10.15468/dl.k7hfjt
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies hickelii Flous & Gaussen"
 ]
}

 The dataset includes 577 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061986-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxdfsd
title: Occurrence Download

description: A dataset containing 2100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tetrasporaceae)"
 ]
}

 The dataset includes 2100 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162262-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111325673
title: Latin Manuscript with Illuminations, MS.000136

description: [Text Description:] Latin Manuscript with Illuminations ❧ [Text or Publication Number Note:] MS.000136 ❧ [Medium:] Parchment ❧ [Script Note:] Latin ❧ [Physical Object Description:] Folios approx. 24 x 35 cm ❧ [Physical Object Note:] Vellum with ink, red and black (now oxidized to brown). ❧ [Physical Object Note:] Many small illuminated capital letters on each page. Some larger, more ornate illuminations.
DOI: 10.15468/dl.k6ucyt
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Cosmocalyx spectabilis Standl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079073-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk8xtx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum murale subsp. chalcidicum (Janka) Contandr."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053440-220831081235567/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc111325685
title: Latin Manuscript with Illuminations, MS.000136

description: [Text Description:] Latin Manuscript with Illuminations ❧ [Text or Publication Number Note:] MS.000136 ❧ [Medium:] Parchment ❧ [Script Note:] Latin ❧ [Physical Object Description:] Folios approx. 24 x 35 cm ❧ [Physical Object Note:] Vellum with ink, red and black (now oxidized to brown). ❧ [Physical Object Note:] Many small illuminated capital letters on each page. Some larger, more ornate illuminations.
DOI: 10.15468/dl.j64kdm
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is KUBI Herpetology Collection",
 "TaxonKey is Thorius narisovalis Taylor, 1940"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046468-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuzsgw
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Geometry POLYGON((-90.01465 65.28809,-95.40527 61.88965,-96.28418 59.89746,-95.28808 55.85449,-82.16308 52.22168,-78.17871 50.17089,-73.90136 61.30371,-85.62012 66.9873,-90.01465 65.28809))",
 "TaxonKey is Ursus maritimus Phipps, 1774",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 385 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016934-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111325769
title: Codex Climaci Rescriptus: Ladder of Ascent by John Climacus, MS.000149.1-.86

description: [Text Description:] Codex Climaci Rescriptus: Syriac translation of Ladder of Divine Ascent by John Climacus, upper text ❧ [Text or Publication Number Note:] MS.000149.1-.86 ❧ [Excavation Description:] Found at St. Catherine's Monastery ❧ [Medium:] Parchment ❧ [Script Note:] Syriac ❧ [Physical Object Description:] 137 folios; 9.06 x 14.56 in. (23 x 37 cm); vellum with ink ❧ [Physical Object Note:] Palimpsest
DOI: 10.15468/dl.zq28yq
title: Occurrence Download

description: A dataset containing 993253 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 993253 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057407-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111330023
title: Latin Bible with Illuminations, MS.000158

description: [Text Description:] Latin Bible with Illuminations and Marginal Notes ❧ [Text or Publication Number Note:] MS.000158 ❧ [Medium:] Parchment ❧ [Script Note:] Gothic ❧ [Physical Object Description:] Folios approx. 15.7 x 24.5 cm. Two columns. ❧ [Physical Object Note:] Vellum with ink, red and black ❧ [Physical Object Note:] Illuminations, marginal notations, headings at top.
DOI: 10.15468/dl.8x6hkw
title: Occurrence Download

description: A dataset containing 507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Adenocarpus mannii (Hook.f.) Hook.f."
 ]
}

 The dataset includes 507 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053428-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tputr9
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ghana",
 {
 "or" : [
 "TaxonKey is Eremospatha hookeri (G.Mann & H.Wendl.) H.Wendl.",
 "TaxonKey is Calamus deerratus G.Mann & H.Wendl.",
 "TaxonKey is Laccosperma secundiflorum (P.Beauv.) Kuntze",
 "TaxonKey is Laccosperma laeve (G.Mann & H.Wendl.) Kuntze",
 "TaxonKey is Laccosperma opacum Drude"
 ]
 }
 ]
}

 The dataset includes 101 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046477-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9v95t
title: Occurrence Download

description: A dataset containing 775 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Crotalaria incana L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 775 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079093-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111325699
title: Codex Climaci Rescriptus: Ladder of Ascent by John Climacus, MS.000149.1-.86

description: [Text Description:] Codex Climaci Rescriptus: Syriac translation of Ladder of Divine Ascent by John Climacus, upper text ❧ [Text or Publication Number Note:] MS.000149.1-.86 ❧ [Excavation Description:] Found at St. Catherine's Monastery ❧ [Medium:] Parchment ❧ [Script Note:] Syriac ❧ [Physical Object Description:] 137 folios; 9.06 x 14.56 in. (23 x 37 cm); vellum with ink ❧ [Physical Object Note:] Palimpsest
DOI: 10.15468/dl.kwq5th
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Typhlops yonenagae Rodrigues, 1991",
 "TaxonKey is Amerotyphlops yonenagae (Rodrigues, 1991)",
 "TaxonKey is Typhlops paucisquamus Dixon & Hendricks, 1979",
 "TaxonKey is Amerotyphlops paucisquamus (Dixon & Hendricks, 1979)",
 "TaxonKey is Typhlops amoipira Rodrigues & Juncá, 2002",
 "TaxonKey is Amerotyphlops amoipira (Rodrigues & Juncá, 2002)",
 "TaxonKey is Tropidurus imbituba Kunz & Borges-Martins, 2013",
 "TaxonKey is Tropidurus hygomi Reinhardt & Lütken, 1862",
 "TaxonKey is Tropidocephalus azureus Müller, 1880",
 "TaxonKey is Liolaemus azureus Boulenger, 1885",
 "TaxonKey is Saccodeira azurea Boulenger, 1885",
 "TaxonKey is Proctotretus azureus Burt & Burt, 1930",
 "TaxonKey is Stenocercus azureus (Müller, 1880)"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057402-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w24k27
title: Occurrence Download

description: A dataset containing 33840 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tetraphidaceae)"
 ]
}

 The dataset includes 33840 records from 346 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162261-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hdq5m
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gynochthodes cochinchinensis (DC.) Razafim. & B.Bremer"
 ]
}

 The dataset includes 122 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046469-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112028853
title: Cuneiform Tablet 1913.14.1513, Spurlock 1913.14.1513

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1513; CDLI P421365 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) ❧ [Physical Object Note:] 4.9 x 3 x 1.7 cm (27 g)
DOI: 10.15468/dl.3heqra
title: Occurrence Download

description: A dataset containing 2996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carallia Roxb.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2996 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077403-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112028746
title: Cuneiform Tablet 1913.14.1514, Spurlock 1913.14.1514

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1514; CDLI P421366 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1) Medium Gray (N 5.25/ 22.1% R) ❧ [Physical Object Note:] 7.5 x 4.7 x 2.8 cm (93 g)
DOI: 10.15468/dl.2h6awn
title: Occurrence Download

description: A dataset containing 14153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "StateProvince is La Libertad",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 14153 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057403-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mw4af
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleotris daganensis Steindachner, 1870"
 ]
}

 The dataset includes 146 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053439-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4zjpg
title: Occurrence Download

description: A dataset containing 1159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cassida nebulosa Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1159 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046470-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.