cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id49786.2
title: StrainInfo SI-ID 49786.2

description: StrainInfo dataset 49786 about a strain of Streptomyces alboflavus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49787.2
title: StrainInfo SI-ID 49787.2

description: StrainInfo dataset 49787 about a strain of Streptomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49788.2
title: StrainInfo SI-ID 49788.2

description: StrainInfo dataset 49788 about a strain of Streptomyces microflavus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49789.2
title: StrainInfo SI-ID 49789.2

description: StrainInfo dataset 49789 about a strain of Streptomyces griseoruber. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49790.2
title: StrainInfo SI-ID 49790.2

description: StrainInfo dataset 49790 about a strain of Streptomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.5281/zenodo.14918274
title: Schmidt Ocean Institute: FK161129 Rock Sample List

description: Rock and biological samples collected by ROV SuBastian from expedition FK161129, Searching for Life in the Mariana Back-arc, aboard  R/V Falkor departing from Apra, Guam on November 29, 2016, and returning to Apra, Guam, on December 20, 2016. All samples have been given International Geosample Numbers (IGSNs) and provided with a link to more details of each sample.
DOI: 10.5281/zenodo.14918275
title: Schmidt Ocean Institute: FK161129 Rock Sample List

description: Rock and biological samples collected by ROV SuBastian from expedition FK161129, Searching for Life in the Mariana Back-arc, aboard  R/V Falkor departing from Apra, Guam on November 29, 2016, and returning to Apra, Guam, on December 20, 2016. All samples have been given International Geosample Numbers (IGSNs) and provided with a link to more details of each sample.
DOI: 10.60712/si-id49791.2
title: StrainInfo SI-ID 49791.2

description: StrainInfo dataset 49791 about a strain of Amycolatopsis mediterranei. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49792.2
title: StrainInfo SI-ID 49792.2

description: StrainInfo dataset 49792 about a strain of Nocardia veterana. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49793.2
title: StrainInfo SI-ID 49793.2

description: StrainInfo dataset 49793 about a strain of Streptomyces scabiei. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49794.2
title: StrainInfo SI-ID 49794.2

description: StrainInfo dataset 49794 about a strain of Streptomyces spectabilis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49795.2
title: StrainInfo SI-ID 49795.2

description: StrainInfo dataset 49795 about a strain of Streptomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49796.2
title: StrainInfo SI-ID 49796.2

description: StrainInfo dataset 49796 about a strain of Streptomyces violaceoruber. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49797.2
title: StrainInfo SI-ID 49797.2

description: StrainInfo dataset 49797 about a strain of Streptomyces viridochromogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49799.2
title: StrainInfo SI-ID 49799.2

description: StrainInfo dataset 49799 about a strain of Streptomyces thermovulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49801.3
title: StrainInfo SI-ID 49801.3

description: StrainInfo dataset 49801 about a strain of Streptomyces achromogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49803.2
title: StrainInfo SI-ID 49803.2

description: StrainInfo dataset 49803 about a strain of Streptomyces albidus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49804.2
title: StrainInfo SI-ID 49804.2

description: StrainInfo dataset 49804 about a strain of Streptomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49805.2
title: StrainInfo SI-ID 49805.2

description: StrainInfo dataset 49805 about a strain of Streptomyces albus subsp. albus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49807.2
title: StrainInfo SI-ID 49807.2

description: StrainInfo dataset 49807 about a strain of Streptomyces albidoflavus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49808.2
title: StrainInfo SI-ID 49808.2

description: StrainInfo dataset 49808 about a strain of Streptomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49809.3
title: StrainInfo SI-ID 49809.3

description: StrainInfo dataset 49809 about a strain of Streptomyces clavifer. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49811.2
title: StrainInfo SI-ID 49811.2

description: StrainInfo dataset 49811 about a strain of Streptomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49813.2
title: StrainInfo SI-ID 49813.2

description: StrainInfo dataset 49813 about a strain of Streptomyces hiroshimensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49815.3
title: StrainInfo SI-ID 49815.3

description: StrainInfo dataset 49815 about a strain of Actinomyces viscosus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49816.2
title: StrainInfo SI-ID 49816.2

description: StrainInfo dataset 49816 about a strain of Streptomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49817.2
title: StrainInfo SI-ID 49817.2

description: StrainInfo dataset 49817 about a strain of Streptomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49818.2
title: StrainInfo SI-ID 49818.2

description: StrainInfo dataset 49818 about a strain of Streptomyces globisporus subsp. globisporus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49819.2
title: StrainInfo SI-ID 49819.2

description: StrainInfo dataset 49819 about a strain of Streptomyces globisporus subsp. globisporus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id49820.2
title: StrainInfo SI-ID 49820.2

description: StrainInfo dataset 49820 about a strain of Streptomyces albus subsp. albus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.15468/dl.a5238z
title: Occurrence Download

description: A dataset containing 1355848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.83965 59.16717,-12.26467 53.58426,-9.92048 49.09475,-2.56461 49.83025,1.80042 50.81083,3.74043 53.91883,0.99208 59.61987,-9.83965 59.16717))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)"
 ]
}

 The dataset includes 1355848 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003774-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id49822.2
title: StrainInfo SI-ID 49822.2

description: StrainInfo dataset 49822 about a strain of Streptomyces mashuensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.15468/dl.gj7mjy
title: Occurrence Download

description: A dataset containing 21800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Passiflora caerulea L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 21800 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003845-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9mmz34z
title: 2021 Hydrologic Data Summary for the Central Pine Barrens Region, Suffolk County, New York

description: This U.S. Geological Survey data release provides surface-water quality, streamflow, and groundwater-elevation data collected within the Central Pine Barrens (CPB) Region of Suffolk County, New York, from October 1, 2020 through September 30, 2021. The data were collected in cooperation with the Central Pine Barrens Commission and the Town of Brookhaven as part of a five-year comprehensive water-resources monitoring program. Water quality and quality-assurance data from seven sites on two rivers (Carmans River- five sites and Peconic River- two sites) in the CPB are included. Carmans River sites were sampled four times throughout the year (fall, winter, spring, and summer) and Peconic River sites were sampled twice throughout the year (fall and spring). Water-quality field parameters measured during each site visit are included. All samples were analyzed for nutrients, major inorganics, and alkalinity. An annual set of organic samples for pesticide and pharmaceutical analysis were collected at one Carmans River site and two Peconic River sites. Periodic groundwater-elevation data collected from six CPB wells are included. Continuous (15-minute interval) groundwater-elevation data are included for one of the six wells.
DOI: 10.5281/zenodo.14235388
title: MT V0.0

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 `.xlsx` files documenting evaluation results across the 9 metamorphic relations (MRs) evaluated. Each .xlsx file contains the following columns:



test_case_id: ID of the test case.

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

bias_type: Type of bias being studied with the test case.

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 evaluation.

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.



severity: Categorizes the significance/impact of the detected bias as:



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

Assigns 'N/A' if the test case 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 case.

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 case was classified as biased, and it is indeed biased.

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

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

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

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





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



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.14235389
title: MT V0.0

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 `.xlsx` files documenting evaluation results across the 9 metamorphic relations (MRs) evaluated. Each .xlsx file contains the following columns:



test_case_id: ID of the test case.

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

bias_type: Type of bias being studied with the test case.

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 evaluation.

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.



severity: Categorizes the significance/impact of the detected bias as:



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

Assigns 'N/A' if the test case 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 case.

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 case was classified as biased, and it is indeed biased.

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

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

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

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





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



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.15012985
title: MT V0.0

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 `.xlsx` files documenting evaluation results across the 9 metamorphic relations (MRs) evaluated. Each .xlsx file contains the following columns:



test_case_id: ID of the test case.

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

bias_type: Type of bias being studied with the test case.

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 evaluation.

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.



severity: Categorizes the significance/impact of the detected bias as:



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

Assigns 'N/A' if the test case 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 case.

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 case was classified as biased, and it is indeed biased.

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

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

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

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





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



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: 10.5066/p9yh7ftl
title: 2022 Hydrologic Data Summary for the Central Pine Barrens Region, Suffolk County, New York

description: This U.S. Geological Survey (USGS) data release provides surface water quality and groundwater elevation data collected by USGS personnel within the Central Pine Barrens (CPB) Region of Suffolk County, New York, from October 1, 2021 through September 30, 2022. The data were collected in cooperation with the Central Pine Barrens Commission and the Town of Brookhaven as part of a comprehensive water resources monitoring program during 2017 to 2023. Water quality and quality assurance data from seven sites on two rivers (Carmans River- five sites and Peconic River- two sites) in the CPB are included. Carmans River sites were sampled four times throughout the year (fall, winter, spring, and summer) and Peconic River sites were sampled twice throughout the year (fall and spring). Water quality field parameters measured during each site visit are included. All samples were analyzed for nutrients, major inorganics, and alkalinity. An annual set of organic samples for pesticide and pharmaceutical analysis were collected at one Carmans River site and two Peconic River sites. Periodic groundwater elevation data collected from six CPB wells are included. Continuous (15-minute interval) groundwater elevation data are included for one of the six wells.
DOI: 10.15468/dl.jyc2v4
title: Occurrence Download

description: A dataset containing 55654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cepaea nemoralis (Linnaeus, 1758)",
 "Year 2000-2025"
 ]
}

 The dataset includes 55654 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004955-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.y0pnw03w
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (204 records)
DOI: 10.5281/zenodo.15012970
title: 수학의 단계적 공리성으로 모든 것을 알 수 없음과 명확한 기준이 없음으로 인한 증명불가능성의 비엄밀함과 그로 인한 상대성 이론의 한계

description: 본인 이상운은 호지 추측의 완전한 증명을 수학의 단계적 공리성으로 모든 것을 알 수 없음과 명확한 기준이 없음으로 인한 증명불가능성의 비엄밀함과 그로 인한 상대성 이론의 한계.docx.문서를 통하여 선언한다.
DOI: 10.5281/zenodo.15012971
title: 수학의 단계적 공리성으로 모든 것을 알 수 없음과 명확한 기준이 없음으로 인한 증명불가능성의 비엄밀함과 그로 인한 상대성 이론의 한계

description: 본인 이상운은 호지 추측의 완전한 증명을 수학의 단계적 공리성으로 모든 것을 알 수 없음과 명확한 기준이 없음으로 인한 증명불가능성의 비엄밀함과 그로 인한 상대성 이론의 한계.docx.문서를 통하여 선언한다.
DOI: 10.15468/dl.w68f9w
title: Occurrence Download

description: A dataset containing 5650435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 5650435 records from 1546 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004962-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.