cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4spnj6
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria mollis",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008914-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsufrc
title: Occurrence Download

description: A dataset containing 1809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.34441 10.6893,-75.27988 10.41889,-74.91421 10.18842,-74.84046 10.13925,-74.67759 10.54488,-74.64687 10.9044,-74.68067 11.16253,-74.94494 11.27008,-75.54415 10.93821,-75.34441 10.6893))",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 1809 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008911-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jygpq3
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria mollis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 121 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008915-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfu28g
title: Occurrence Download

description: A dataset containing 245337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orthoptera",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2023",
 "Country is Netherlands"
 ]
}

 The dataset includes 245337 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008868-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25586073
title: Perspectives on non-financial conflicts of interest in health-related journals: A scoping review

description: The objective of this scoping review was to systematically review the literature on how non-financial conflicts of interest (nfCOI) are defined and evaluated, and the strategies suggested for their management in health-related and biomedical journals. PubMed, Embase, Scopus and Web of Science were searched for peer reviewed studies published in English between 1970 and December 2023 that addressed at least one of the following: the definition, evaluation, or management of non-financial conflicts of interest. From 658 studies, 190 studies were included in the review. nfCOI were discussed most commonly in empirical (22%; 42/190), theoretical (15%; 29/190) and “other” studies (18%; 34/190) – including commentary, perspective, and opinion articles. nfCOI were addressed frequently in the research domain (36%; 68/190), publication domain (29%; 55/190) and clinical practice domain (17%; 32/190). Attitudes toward nfCOI and their management were divided into two distinct groups. The first larger group claimed that nfCOI were problematic and required some form of management, whereas the second group argued that nfCOI were not problematic, and therefore, did not require management. Despite ongoing debates about the nature, definition, and management of nfCOI, many articles included in this review agreed that serious consideration needs to be given to the prevalence, impact and optimal mitigation of non-financial COI.
DOI: 10.6084/m9.figshare.25586073.v1
title: Perspectives on non-financial conflicts of interest in health-related journals: A scoping review

description: The objective of this scoping review was to systematically review the literature on how non-financial conflicts of interest (nfCOI) are defined and evaluated, and the strategies suggested for their management in health-related and biomedical journals. PubMed, Embase, Scopus and Web of Science were searched for peer reviewed studies published in English between 1970 and December 2023 that addressed at least one of the following: the definition, evaluation, or management of non-financial conflicts of interest. From 658 studies, 190 studies were included in the review. nfCOI were discussed most commonly in empirical (22%; 42/190), theoretical (15%; 29/190) and “other” studies (18%; 34/190) – including commentary, perspective, and opinion articles. nfCOI were addressed frequently in the research domain (36%; 68/190), publication domain (29%; 55/190) and clinical practice domain (17%; 32/190). Attitudes toward nfCOI and their management were divided into two distinct groups. The first larger group claimed that nfCOI were problematic and required some form of management, whereas the second group argued that nfCOI were not problematic, and therefore, did not require management. Despite ongoing debates about the nature, definition, and management of nfCOI, many articles included in this review agreed that serious consideration needs to be given to the prevalence, impact and optimal mitigation of non-financial COI.
DOI: 10.6084/m9.figshare.25425879
title: Fabrication in a study about honesty: A lost episode of columbo illustrating how forensic statistics is performed

description: The three steps of a typical forensic statistical analysis are (1) verify that the raw data file is correct; (2) verify that the statistical analysis file derived from the raw data file is correct; and (3) verify that the statistical analyses are appropriate. We illustrate applying these three steps to a manuscript which was subsequently retracted, focusing on step 1. In the absence of an external source for comparison, criteria for assessing the raw data file were internal consistency and plausibility. A forensic statistical analysis isn’t like a murder mystery, and it many circumstances discovery of a mechanism for falsification or fabrication might not be realistic.
DOI: 10.6084/m9.figshare.25425879.v1
title: Fabrication in a study about honesty: A lost episode of columbo illustrating how forensic statistics is performed

description: The three steps of a typical forensic statistical analysis are (1) verify that the raw data file is correct; (2) verify that the statistical analysis file derived from the raw data file is correct; and (3) verify that the statistical analyses are appropriate. We illustrate applying these three steps to a manuscript which was subsequently retracted, focusing on step 1. In the absence of an external source for comparison, criteria for assessing the raw data file were internal consistency and plausibility. A forensic statistical analysis isn’t like a murder mystery, and it many circumstances discovery of a mechanism for falsification or fabrication might not be realistic.
DOI: 10.6084/m9.figshare.25459810
title: AI vs academia: Experimental study on AI text detectors’ accuracy in behavioral health academic writing

description: Artificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools in identifying human-written versus AI-generated content has been found to vary across published studies. This experimental study used a sample of behavioral health publications and found problematic false positive and false negative rates from both free and paid AI detection tools. The study assessed 100 research articles from 2016–2018 in behavioral health and psychiatry journals and 200 texts produced by AI chatbots (100 by “ChatGPT” and 100 by “Claude”). The free AI detector showed a median of 27.2% for the proportion of academic text identified as AI-generated, while commercial software Originality.AI demonstrated better performance but still had limitations, especially in detecting texts generated by Claude. These error rates raise doubts about relying on AI detectors to enforce strict policies around AI text generation in behavioral health publications.
DOI: 10.6084/m9.figshare.25459810.v1
title: AI vs academia: Experimental study on AI text detectors’ accuracy in behavioral health academic writing

description: Artificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools in identifying human-written versus AI-generated content has been found to vary across published studies. This experimental study used a sample of behavioral health publications and found problematic false positive and false negative rates from both free and paid AI detection tools. The study assessed 100 research articles from 2016–2018 in behavioral health and psychiatry journals and 200 texts produced by AI chatbots (100 by “ChatGPT” and 100 by “Claude”). The free AI detector showed a median of 27.2% for the proportion of academic text identified as AI-generated, while commercial software Originality.AI demonstrated better performance but still had limitations, especially in detecting texts generated by Claude. These error rates raise doubts about relying on AI detectors to enforce strict policies around AI text generation in behavioral health publications.
DOI: 10.15468/dl.nvqnk9
title: Occurrence Download

description: A dataset containing 3533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria officinalis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3533 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008916-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z62c6j
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria officinalis",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 596 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008917-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48432/nuisg6
title: Base de dados do Atlas da Bioeconomia Inclusiva na Amazônia.

description: Conjunto de 1248 variáveis obtidas a partir de fontes governamentais e não governamentais, apresentadas para cada uma das 107 microrregiões geográficas dos nove estados que compõem a Amazônia Legal Brasileira, nas seguintes seções: demografia, indicadores sociais, desmatamento e cobertura da terra, características dos estabelecimentos agropecuários, categorias territoriais, extração vegetal e silvicultura, criação animal e produtos derivados, e produção da agricultura.
DOI: 10.15468/dl.zuhcj8
title: Occurrence Download

description: A dataset containing 1282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria officinalis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1282 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008918-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6vkm6
title: Occurrence Download

description: A dataset containing 2332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Conus textile"
 ]
}

 The dataset includes 2332 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008919-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ypb4-9322
title: "UniDA regular dataset"

description: "Some regular UniDA datasets"
DOI: 10.15468/dl.b3ye29
title: Occurrence Download

description: A dataset containing 841913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenoptera",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2023",
 "Country is Netherlands"
 ]
}

 The dataset includes 841913 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008877-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25392/leicester.data.30156316.v1
title: Quality of life measurement and outcomes in Southeast Asian people living with multiple long-term conditions_Final dataset

description: Final dataset for: Quality of life measurement and outcomes in Southeast Asian people living with multiple long-term conditions: a systematic review, meta-analysis and narrative synthesis.The dataset contains relevant data from primary studies conducted in Southeast Asia that assess the quality of life in individuals living with multiple long-term conditions. It includes the following:AuthorsYear of publicationCountry of publicationParticipant demographicsType of conditions included in the studyQuality of life toolsReported quality of life outcomes
DOI: 10.25392/leicester.data.30156316
title: Quality of life measurement and outcomes in Southeast Asian people living with multiple long-term conditions_Final dataset

description: Final dataset for: Quality of life measurement and outcomes in Southeast Asian people living with multiple long-term conditions: a systematic review, meta-analysis and narrative synthesis.The dataset contains relevant data from primary studies conducted in Southeast Asia that assess the quality of life in individuals living with multiple long-term conditions. It includes the following:AuthorsYear of publicationCountry of publicationParticipant demographicsType of conditions included in the studyQuality of life toolsReported quality of life outcomes
DOI: 10.5281/zenodo.14893662
title: Evaluation of Mediterranean sponges as natural samplers for environmental DNA (eDNA) - Underlying DATA V2
DOI: 10.5281/zenodo.17184712
title: Evaluation of Mediterranean sponges as natural samplers for environmental DNA (eDNA) - Underlying DATA V2
DOI: 10.60555/zs8a-9k53
title: Advanced Colloids Experiment -Temperature controlled- 2
title: ACE-T2

description: The objective of this experiment is the investigation of the assembly of complex structures from micron-scale colloidal particles interacting via tunable attractive interactions. Regulating temperature enables control of particle interactions.

This simple reversible process is controlled by adjusting the size of the tunable temperature fluctuations in a two-component fluid (solvent).  In principle, the ingredients are simple: particles suspended in a binary solvent, without the addition of any other components.

By studying this process based on critical Casimir forces in microgravity, where sedimentation and convection are essentially removed, we will learn how to adjust complex attractive particle interactions. This simple reversible process is controlled by adjusting the size of the tunable temperature fluctuations in a two-component fluid (solvent).  In principle, the ingredients are simple: particles suspended in a binary solvent, without the addition of any other components.

Understanding self-assembly processes like the critical Casimir effect will teach ways to grow complex nanostructured materials. Furthermore, these experiments will provide fundamental insight into the nature of temperature-controlled super structure assembly, the relation between complex interactions and complex equilibrium and non-equilibrium structures, and the dynamics of both equilibrium and non-equilibrium growth processes.
DOI: 10.5066/p13whwzr
title: Time Domain Electromagnetic (TEM) data and Horizontal-to-Vertical Spectral Ratio (HVSR) passive seismic data collected for the Next Generation Water Observing System (NGWOS) Illinois River Basin (IRB) Program, 2022

description: 
In November 2022, Ground-based time domain electromagnetic (TEM) data and Horizontal-to-Vertical Spectral Ratio (HVSR) passive seismic soundings were acquired by the U.S. Geological Survey (USGS) at 27 locations throughout the Illinois River Basin (IRB). The USGS collected these data to characterize the subsurface resistivity structure and depth to bedrock in support of the USGS Next Generation Water Observing System (NGWOS) IRB program and for comparison to Airborne Electromagnetic and magnetic survey data.
 

This data release includes the raw and processed TEM data and inverted soundings showing resistivity (in ohm-m) with depth. HVSR raw data is included in binary files (Tromino), miniseed (SmartSolo), and ascii files (both instruments). HVSR processed data is included in .jpg files with plots of single component spectra and horizontal to vertical spectral ratio.
DOI: 10.6084/m9.figshare.30188161
title: One Piece Transcripts with Character Names: Episodes 382–777

description: <b>This dataset contains all dialogue lines from</b><b> </b><b><i>One Piece</i></b><b> </b><b>episodes 382 to 777. The data is stored in a CSV file with the following columns:</b><code>episode</code> – episode number<code>start</code> – start timestamp of the line<code>end</code> – end timestamp of the line<code>character</code> – speaking character<code>text</code> – dialogue textIn addition, the dataset includes the original <code>.sub</code> subtitle files in the folder named <b>"One Piece 382-777"</b>. These files were created by the Yinis Fansub team and are provided separately for users who want to process the raw data themselves.<b>Note:</b> In a few episodes (probably 3), dialogue lines do not have character information. These episodes have not been removed from the dataset (428, 429, 775). Those are probably corrupted files obtained from other fansubs, so they don't have character information.<b>Please note that this dataset is intended for educational purposes only and is not for commercial use.</b>You can view the dataset on Kaggle here.
DOI: 10.6084/m9.figshare.30188161.v1
title: One Piece Transcripts with Character Names: Episodes 382–777

description: <b>This dataset contains all dialogue lines from</b><b> </b><b><i>One Piece</i></b><b> </b><b>episodes 382 to 777. The data is stored in a CSV file with the following columns:</b><code>episode</code> – episode number<code>start</code> – start timestamp of the line<code>end</code> – end timestamp of the line<code>character</code> – speaking character<code>text</code> – dialogue textIn addition, the dataset includes the original <code>.sub</code> subtitle files in the folder named <b>"One Piece 382-777"</b>. These files were created by the Yinis Fansub team and are provided separately for users who want to process the raw data themselves.<b>Note:</b> In a few episodes (probably 3), dialogue lines do not have character information. These episodes have not been removed from the dataset (428, 429, 775). Those are probably corrupted files obtained from other fansubs, so they don't have character information.<b>Please note that this dataset is intended for educational purposes only and is not for commercial use.</b>You can view the dataset on Kaggle here.
DOI: 10.5281/zenodo.17181128
title: ShapeGWAS Accumen Phase6 Data

description: GWAS summary statistics, SNP info, and numpy arrays for Accumen phase6.
DOI: 10.5281/zenodo.17181130
title: ShapeGWAS Accumen Phase6 Data

description: GWAS summary statistics, SNP info, and numpy arrays for Accumen phase6.
DOI: 10.5281/zenodo.17184529
title: DIBaS Annotations

description: This repository provides the annotated labels to DIBaS dataset. The annotations are validated by an expert microbiologist.
DOI: 10.5281/zenodo.17184530
title: DIBaS Annotations

description: This repository provides the annotated labels to DIBaS dataset. The annotations are validated by an expert microbiologist.
DOI: 10.5281/zenodo.16812849
title: Data on analysis performed in the lab during development and characterisation of portable sensors for on-site PAH and microplastics

description: Data on analysis for on-site PAH and microplastic sensors

Data on analysis performed in the lab during development and characterisation of the sensors - For development of other sensors or models/software/tools by WATERUN consortium partners
DOI: 10.15468/dl.8kamsq
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria officinalis",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008921-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16812848
title: Data on analysis performed in the lab during development and characterisation of portable sensors for on-site PAH and microplastics

description: Data on analysis for on-site PAH and microplastic sensors

Data on analysis performed in the lab during development and characterisation of the sensors - For development of other sensors or models/software/tools by WATERUN consortium partners
DOI: 10.15468/dl.ts48n4
title: Occurrence Download

description: A dataset containing 3906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria officinalis",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3906 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008923-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.596bgr
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria officinalis",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 78 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008922-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25326/t6g9-7044
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2019-03-27
DOI: 10.25326/3549-h353
title: Atmospheric simulation chamber study: alpha-pinene + OH - Aerosol study - particle formation - 2019-03-29
DOI: 10.25326/4909-6448
title: Atmospheric simulation chamber study: alpha-pinene+isoprene + OH - Aerosol study - particle formation - 2019-04-08
DOI: 10.25326/xe37-gc95
title: Atmospheric simulation chamber study: alpha-pinene+isoprene+ortho-cresol  + OH - Aerosol study - particle formation - 2019-07-23