cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29879801
title: A study of competitions in different fields through graphs under bipolar picture fuzzy environment

description: Dataset DescriptionThis dataset contains detailed numerical and categorical data relevant to the research study. The data is structured in a tabular format, with each row representing a unique observation and each column representing a specific attribute.<br><br>Attributes include:<br>1. Node identifiers<br>2. Edge weights<br>3. Membership, non-membership, neutral values <br>4. Connectivity metrics<br>5. Time-stamped activity logs<br><br>The dataset is primarily used for modeling and analysis in fuzzy graph theory applications, including bipolar picture fuzzy competition graphs. The data has been anonymized to ensure privacy and is intended for academic and research use under the specified license.
DOI: 10.6084/m9.figshare.29879801.v1
title: A study of competitions in different fields through graphs under bipolar picture fuzzy environment

description: Dataset DescriptionThis dataset contains detailed numerical and categorical data relevant to the research study. The data is structured in a tabular format, with each row representing a unique observation and each column representing a specific attribute.<br><br>Attributes include:<br>1. Node identifiers<br>2. Edge weights<br>3. Membership, non-membership, neutral values <br>4. Connectivity metrics<br>5. Time-stamped activity logs<br><br>The dataset is primarily used for modeling and analysis in fuzzy graph theory applications, including bipolar picture fuzzy competition graphs. The data has been anonymized to ensure privacy and is intended for academic and research use under the specified license.
DOI: 10.15468/dl.cte6jh
title: Occurrence Download

description: A dataset containing 753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-500.0",
 "Country is Italy",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capra ibex"
 ]
}

 The dataset includes 753 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036015-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4119/unibi/3004993
title: Visual place learning by walking bumblebees in VR - Data and Analysis
DOI: 10.15468/dl.rxs652
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Camellia kwangsiensis"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036014-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arx76s
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Camellia tetracocca"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036016-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mskchz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thamnaconus modestoides erythraeensis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036017-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phe7se
title: Occurrence Download

description: A dataset containing 614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protea obtusifolia",
 "Year 2010-2025"
 ]
}

 The dataset includes 614 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036018-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vj2zmg
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thymichthys verrucosus"
 ]
}

 The dataset includes 90 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036020-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16790515
title: VAPU: System for Autonomous Legacy Code Modernization

description: This dataset includes the extended evaluation resources and data of the evaluation of Verifying Agent Pipeline Updater (VAPU). The system is designed to autonomously update legacy project files based on the given project description to their latest versions. The system is a multi-agent system that uses different roles in a software development team to distribute the update in phases for the given file.

The evaluation of the system is divided into a verification and validation process. Both processes used Zero-Shot Learning (ZSL) and One-shot Learning (OSL) prompts as a comparison for VAPU. The verification process was to update six view files from a legacy web application using five different LLMs in both 1 and 0 temperature as Pass@10. From the results, different error types for updated files were counted for four view files, and for two more complex view files, the successful requirements were counted. LOC and time were counted for most of the updates and correctly Replaced Functions (RF) for view F. For the validation process, 20 Python open-source GitHub repositories were updated with five LLMs as Pass@1, mostly at zero temperature. The updated files were evaluated based on whether the update succeeded, if the original code functionalities worked, and if the new update worked perfectly.

The dataset is divided into four sheets that are explained below:



The sheet “Verification resources” includes the resources of the verification process, listing used view files, LOCs, and used prompts.

The sheet “Verification results” includes the results of the verification process. Each Pass@10 is separated by the used method, LLM, and temperature.

The Sheet “Validation resources” includes the resources of the validation process. The resources include the used GitHub projects, used files, used prompts, and the tasks done to the files.

The Sheet “Validation results” includes the results of the validation process as Pass@1, separated by the used Method and LLM.


The verification results show that VAPU at a lower temperature can provide results at a similar rate of error as OSL/ZSL prompts, with a possibility of higher success in requirements, depending on the task and LLM. The validation results show that the VAPU can provide up to a 22.6% increase in the probability of successful update, depending on the used LLM.

The dataset provides a key resource for understanding how a multi-agent system behaves when updating code compared to OSL/ZSL prompts and with different LLMs and temperatures. Additionally, the validation results serve as a metric to compare different prompt engineering methods and systems for code updates.
DOI: 10.5281/zenodo.16790514
title: VAPU: System for Autonomous Legacy Code Modernization

description: This dataset includes the extended evaluation resources and data of the evaluation of Verifying Agent Pipeline Updater (VAPU). The system is designed to autonomously update legacy project files based on the given project description to their latest versions. The system is a multi-agent system that uses different roles in a software development team to distribute the update in phases for the given file.

The evaluation of the system is divided into a verification and validation process. Both processes used Zero-Shot Learning (ZSL) and One-shot Learning (OSL) prompts as a comparison for VAPU. The verification process was to update six view files from a legacy web application using five different LLMs in both 1 and 0 temperature as Pass@10. From the results, different error types for updated files were counted for four view files, and for two more complex view files, the successful requirements were counted. LOC and time were counted for most of the updates and correctly Replaced Functions (RF) for view F. For the validation process, 20 Python open-source GitHub repositories were updated with five LLMs as Pass@1, mostly at zero temperature. The updated files were evaluated based on whether the update succeeded, if the original code functionalities worked, and if the new update worked perfectly.

The dataset is divided into four sheets that are explained below:



The sheet “Verification resources” includes the resources of the verification process, listing used view files, LOCs, and used prompts.

The sheet “Verification results” includes the results of the verification process. Each Pass@10 is separated by the used method, LLM, and temperature.

The Sheet “Validation resources” includes the resources of the validation process. The resources include the used GitHub projects, used files, used prompts, and the tasks done to the files.

The Sheet “Validation results” includes the results of the validation process as Pass@1, separated by the used Method and LLM.


The verification results show that VAPU at a lower temperature can provide results at a similar rate of error as OSL/ZSL prompts, with a possibility of higher success in requirements, depending on the task and LLM. The validation results show that the VAPU can provide up to a 22.6% increase in the probability of successful update, depending on the used LLM.

The dataset provides a key resource for understanding how a multi-agent system behaves when updating code compared to OSL/ZSL prompts and with different LLMs and temperatures. Additionally, the validation results serve as a metric to compare different prompt engineering methods and systems for code updates.
DOI: 10.15468/dl.bpertj
title: Occurrence Download

description: A dataset containing 62462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 62462 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036010-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uf9et
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAE1031"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036022-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12731835
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ephjru
title: Occurrence Download

description: A dataset containing 461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greenland",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 461 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036024-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/03961539-129b-43b6-9c55-cfd3f5d40a8d.v3
title: Mining extremal property from a large 2D truss metamaterial database

description: Our project aims to explore the design space of truss metamaterials. Truss metamaterials attract considerable interest for their exceptional performance and prospects for engineering applications. These databases are generated by a generic method under potential publication. These databases comprise over 1.8 million distinctive entries, especially including numerous unprecedented metamaterials. These databases will strongly advance the emerging data-driven design strategies. <strong>Dataset S1 (.csv format).</strong> Entire architecture database of the designed metamaterials, including coordinates of flattened node-sets and elements of flattened adjacency matrices within building blocks.<strong>SubDataset for archiectures in eleven metamaterial groups ("group name"-features.csv).</strong> Eleven separated databases correspond to eleven metamaterial groups for convenient access. <strong>Dataset S2 (.csv format).</strong> Entire mechanical property database including Young’s moduli, Poisson’s ratios, shear modulus and isotropy index.<strong>SubDataset for mechanical properties in eleven metamaterial groups ("group name"-mechanical property.csv).</strong> Eleven separated databases correspond to eleven metamaterial groups for convenient access. <strong>The dataset is intended for reviews of potential publications and should not be cited or used before public publication.</strong>
DOI: 10.15468/dl.xqq447
title: Occurrence Download

description: A dataset containing 205659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carex leporina",
 "Year 1957-2022"
 ]
}

 The dataset includes 205659 records from 1250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036006-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udh7js
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thysanophrys celebica"
 ]
}

 The dataset includes 289 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036025-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3h8jf
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Depth is greater than or equal to 0.0m",
 "TaxonKey is Neoterebra variegata"
 ]
}

 The dataset includes 149 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036026-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xxu8e
title: Occurrence Download

description: A dataset containing 558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-31.57129 29.72446,168.39818 29.72446,168.39818 79.0794,-31.57129 79.0794,-31.57129 29.72446))",
 "TaxonKey is Suillus granulatus"
 ]
}

 The dataset includes 558 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036027-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16792398
title: Europe Testosterone Replacement Therapy Market 2025 To 2034

description: Europe Testosterone Replacement Therapy Market Size, Trends and Insights By Product Type (Injectables, Topical, Others), By Active Ingredient (Testosterone Undecanoate, Testosterone Cypionate, Testosterone Enanthate, Testosterone, Others), By End User (Hospitals, Clinics), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Europe Testosterone Replacement Therapy Market analysis conducted by the CMI Team, the Europe Testosterone Replacement Therapy Market is expected to record a CAGR of 5.1% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 0.50 Billion. By 2034, the valuation is anticipated to reach USD 0.77 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=72249
DOI: 10.5281/zenodo.16792399
title: Europe Testosterone Replacement Therapy Market 2025 To 2034

description: Europe Testosterone Replacement Therapy Market Size, Trends and Insights By Product Type (Injectables, Topical, Others), By Active Ingredient (Testosterone Undecanoate, Testosterone Cypionate, Testosterone Enanthate, Testosterone, Others), By End User (Hospitals, Clinics), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Europe Testosterone Replacement Therapy Market analysis conducted by the CMI Team, the Europe Testosterone Replacement Therapy Market is expected to record a CAGR of 5.1% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 0.50 Billion. By 2034, the valuation is anticipated to reach USD 0.77 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=72249
DOI: 10.15468/dl.9ejkjh
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Faroe Islands",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 190 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036028-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xd6hu
title: Occurrence Download

description: A dataset containing 250126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tilia cordata",
 "Year 1956-2022"
 ]
}

 The dataset includes 250126 records from 1194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036011-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110591089
title: Persepolis Fortification Aramaic Text 245, PFAT 245

description: [Text Description:] Administrative text with seals PFATS 0261; PFATS 0061; PFATS 0004s ❧ [Text or Publication Number Note:] PFAT 245, Bowman 245 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0261 on upper edge; PFATS 0061 on reverse; PFATS 0004s on flat edge.
DOI: 10.25549/jrbm-c91-1184
title: Kankai ibun, vol. 4, 1807

description: Kankai ibun, [1807], volume 4 = Description and travel of circumnavigation of seas, [1807], volume 4 = 環海 異聞 四 文化 4. Volume four of a manuscript by Gentaku Ōtsuki and Kōkyō Shimura who drew from four Japanese fishermen the story of their voyage around the world during repeated interviews. The Kankai Ibun is an account of their journey when they were sent off-course en route to the capital, Edo. The fishermen were rescued by a Russian ship and taken to late 18th / early 19th century Europe and, most especially, Russia.; The cargo ship, Wakamiyamaru, left from the port of Ishimaki in Sendai-han, today’s Miyagi Prefecture, in Japan carrying rice and lumber with 16 crew members for Edo, today’s Tokyo, on November 27th, 1793. Shipwrecked and drifted in the Pacific Ocean for half a year, they finally landed in one of the islands of the Andreanof Islands, a part of the Aleutian Islands on May 10th, 1794. They were transferred to Irkutsk by Russians where they stayed until the spring of 1803. They were then called in by Alexander I of Russia to St. Petersburg where they stayed from April to June in 1803, and from where they started their journey back home. They were included in the Rezanov mission on the first Russian global circumnavigation by a ship Nadezhda. It took them 16 months to reach the port of Nagasaki, Japan in September, 1804 since they left in June, 1803. Of the sixteen, five crewmen got on board. Four returned home in Sendai; one, who had become an interpreter, returned to Russia with Rezanov.
DOI: 10.25549/inscriptifact-ouc110595184
title: Persepolis Fortification Aramaic Text 301, PFAT 301

description: [Text Description:] Administrative text with seals PFATS 0057s; PFATS 0302s. ❧ [Text or Publication Number Note:] PFAT 301, Bowman 301 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with incised inscription. Seal impressions PFATS 0057s on reverse; PFATS 0302s on flat edge.
DOI: 10.25549/inscriptifact-ouc1sto1607380
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact