cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/unvtn4
title: Manitoba Sports Bettor Survey 2024

description: &lt;p&gt;The Manitoba Sports Bettor Survey surveyed 500 adult Manitobans who bet on sports in the past 12 months on their betting behaviours, knowledge and use of lower-risk strategies. Between March and April 2024, Prairie Research Associates (PRA), on behalf of the Liquor, Gaming and Cannabis Authority of Manitoba (LGCA) surveyed 379 respondents through an online panel and 121 through random-digit dialing. The aim of this survey was to develop a better understanding of sports bettors in Manitoba, including demographic characteristics, betting behaviours (e.g., frequency, amount, motivators), belief in misconceptions related to sports gambling and use of responsible gambling tools.&lt;/p&gt;

&lt;p&gt;Additional information on sampling, variables, and the survey questionnaire can be found in the accompanying summary report and codebook.&lt;/p&gt;
DOI: 10.15468/dl.a2ebvx
title: Occurrence Download

description: A dataset containing 1912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-150.94458 12.02944,-66.05542 12.02944,-66.05542 45.97056,-150.94458 45.97056,-150.94458 12.02944))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anaxyrus microscaphus",
 "Year 1970-2020"
 ]
}

 The dataset includes 1912 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009053-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwr68a
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tragia nepetifolia dissecta"
 ]
}

 The dataset's 1 records were derived from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009046-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jfe94
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Citrus aurantium"
 ]
}

 The dataset includes 768 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009056-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmwfwy
title: Occurrence Download

description: A dataset containing 45712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is University of Minnesota Insect Collection",
 "OccurrenceStatus is Present",
 "TaxonKey is Psocodea"
 ]
}

 The dataset includes 45712 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009055-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjtzyh
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of Life"
 ]
}

 The dataset's 3 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009052-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4zfm2
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Drosophila melanogaster"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009057-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjwk3p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Citrus aurantiaca"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009058-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17489186
title: World Quantum Theory: A Unified Framework for Quantum and Classical Physics Based on Frequency

description: World Quantum Theory: A Unified Framework for Quantum and Classical Physics Based on FrequencyAbstractThis paper proposes the "World Quantum" as a fundamental unit of the physical world, whose intrinsic motion is based on the Planck frequency, forming the quantum foundation of space-time and energy. Within this framework, a generalized particle wavelength formula λ=xℏ/p is derived, where the projective coupling factor x reflects environmental modulation of quantum behavior. Momentum, mass, and total energy formulas are further established, and the "World Factor" Φw=(c/v)2  is introduced to quantify the bending effect of external energy fields on the particle's trajectory. In this model, the de Broglie relation λ=h/p can be regarded as a resonant special case under terrestrial conditions with x=2π. The total energy expression Eq=xℏfwΦw  unifies wave-particle duality with relativistic dynamics, offering a new perspective for the integration of classical and quantum physics, and proposes several experimentally testable schemes.Keywords: World Quantum, Generalized Wavelength Formula, Projective Coupling Factor, World Factor, Frequency Model, Negative Feedback Mechanism

Note: The paper concludes with two detailed follow-up studies based on this framework: one on the fundamental nature of mass and momentum, and the other on the essential origin of voltage in Josephson junctions.
DOI: 10.5281/zenodo.17489089
title: Leveraging genetic effects in Graves' disease via cell type-specific network diffusion - Secondary analysis data

description: Integrated scRNA-seq datasets and TWAS results used in the publication entitled 'Leveraging genetic effects in Graves' disease via cell type-specific network diffusion'
DOI: 10.5281/zenodo.17489090
title: Leveraging genetic effects in Graves' disease via cell type-specific network diffusion - Secondary analysis data

description: Integrated scRNA-seq datasets and TWAS results used in the publication entitled 'Leveraging genetic effects in Graves' disease via cell type-specific network diffusion'
DOI: 10.5281/zenodo.17489187
title: Dataset of publications
DOI: 10.5281/zenodo.17489188
title: Dataset of publications
DOI: 10.15468/dl.nth49m
title: Occurrence Download

description: A dataset containing 9305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-133.40753 21.44365,-55.59247 21.44365,-55.59247 52.55635,-133.40753 52.55635,-133.40753 21.44365))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acris blanchardi",
 "Year 1970-2020"
 ]
}

 The dataset includes 9305 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009059-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6x8dp7
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Procyon pygmaeus"
 ]
}

 The dataset's 1 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009054-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uj6abd
title: Occurrence Download

description: A dataset containing 977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Specimen)",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Country is Puerto Rico",
 "OccurrenceStatus is Present",
 "TaxonKey is Eleutherodactylus coqui",
 "Year 2000-2025"
 ]
}

 The dataset includes 977 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009060-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccxesj
title: Occurrence Download

description: A dataset containing 780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Malaysia, Indonesia, Papua New Guinea)",
 "OccurrenceStatus is Present",
 "TaxonKey is Brassicaceae",
 "Year 1960-2025"
 ]
}

 The dataset includes 780 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009061-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3q3gv
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Melacoryphus admirabilis"
 ]
}

 The dataset includes 96 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009062-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3gddj
title: Occurrence Download

description: A dataset containing 2256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Malaysia, Indonesia, Papua New Guinea)",
 "OccurrenceStatus is Present",
 "TaxonKey is Apiaceae",
 "Year 1960-2025"
 ]
}

 The dataset includes 2256 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009063-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp2/kg1ndd
title: "RG Check" Employee Surveys

description: &lt;p&gt;RG Check is a responsible gambling accreditation program developed by the Responsible Gambling Council, Ontario, Canada. It assesses individual gambling venues on hundreds of criteria based on existing responsible gambling standards and codes of practice. Here, "responsible gambling" refers to efforts made by the gambling venue operator to prevent or reduce gambling-related harm. RG Check Accreditation is valid for three years, after which a venue can apply to be reassessed.&lt;/p&gt;

&lt;p&gt;As part of the accreditation process, employees voluntarily complete a survey questionnaire that assesses their awareness and understanding of responsible gambling policies, practices, and procedures within a land-based venue. Data are collected through site visits. There is no identifying information for any survey participant or casino. As of November 2020, 175 accreditations and reaccreditations had been completed. Although the RG Check accreditations are conducted across Canada and internationally, the datasets are restricted to accreditations for Canadian venues only.&lt;/p&gt;

&lt;p&gt;These datasets align with two separate versions of the employee survey questionnaire. The original questionnaire was developed in 2011 and then updated in 2015. The datasets represent one-third of all RG Check employee surveys from the time of the program launch in 2011 through to September 2020. Participants were selected using the RAND function on Excel; therefore, the selection process was completely random. The decision to select only one-third of total participants was due to resource constraints related to the anonymization process. The final number of participants in each dataset is N = 3,058 for 2011-2014 and N = 5,204 for 2015-2020.&lt;/p&gt;

&lt;p&gt;The datasets contain data from 77 different venues. Each venue was assigned a number only, and no key is available to match the number to the casino name. Venue characteristic information is coded for geographic location only: Ontario vs. non-Ontario.&lt;/p&gt;
DOI: 10.5281/zenodo.17291104
title: DPND-2025-10-07 NEWEST SUPERCEDING LICENSE

description: This license governs all the works as of 2025-10-07 7:43PM MST -Daniel
DOI: 10.5683/sp2/z7yeyi
title: Leisure, lifestyle, and lifecycle project (LLLP): A longitudinal study of gambling in Alberta [Canada]

description: &lt;p&gt;&lt;em&gt;The Leisure, Lifestyle, and Lifecycle Project (LLLP)&lt;/em&gt; is a five-year longitudinal study that was conducted by the Alberta Gambling Research Institute (AGRI). Prior to the LLLP, knowledge of problem gambling risk factors had been derived mainly from cross-sectional and retrospective studies of people coping with disordered gambling. This project was developed with the understanding that prevention and early intervention services for disordered gambling could be better informed by a rigorous longitudinal study of the natural progression of gambling in the general population.&lt;/p&gt;
&lt;p&gt;In order to examine the determinants and the course of both non-problematic gambling and problem gambling, the LLLP surveys collected data on a number of gambling-specific and general aspects of the responders' lives. The LLLP contains data relating to gambling-specific information, including:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;demographics;&lt;/li&gt;
&lt;li&gt;past year and lifetime gambling behaviour;&lt;/li&gt;
&lt;li&gt;gambling attitudes and beliefs in gambling fallacies;&lt;/li&gt;
&lt;li&gt;motivations for gambling;&lt;/li&gt;
&lt;li&gt;stigma experienced from gambling; and&lt;/li&gt;
&lt;li&gt;family history of gambling.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;In addition to gambling-specific data, the LLLP survey contains a number of general data variables, including:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;general/physical health;&lt;/li&gt;
&lt;li&gt;psychological factors (personality and temperament, psychopathology, coping strategies);&lt;/li&gt;
&lt;li&gt;comorbid factors (ADHD, eating disorders, substance use disorders);&lt;/li&gt;
&lt;li&gt;cultural factors (religiosity) and;&lt;/li&gt;
&lt;li&gt;social factors (social support/networks, non-gambling activity participation).&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;A sample of 1,808 participants was recruited from four diverse regions of Alberta: Edmonton, Calgary, Lethbridge, and Grand Prairie. Participants were recruited primarily by random digit dialing, and five critical age ranges were targeted (13-15, 18-20, 23-25, and 63-65 year-olds) in order to assess problem gambling development throughout the lifespan. There are two separate LLLP datasets: one for adolescents (&lt;em&gt;n=&lt;/em&gt;436) and another for adults (&lt;em&gt;n=&lt;/em&gt;1,372). Data were collected over four waves, with a retention rate of 71.8% for adolescents and 76.2% for adults. A subsequent wave, combining adolescent and adult participants, was undertaken in 2013-2014. Additional information on sampling, retention, study variables, and survey questionnaires can be located in the &lt;em&gt;LLLP User Manual&lt;/em&gt;. &lt;/p&gt;
DOI: 10.15468/dl.dnvvmx
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Citrus aurantiifolia"
 ]
}

 The dataset includes 228 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009065-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp2/uiuwvh
title: "RG Check" Patron Surveys

description: &lt;p&gt;RG Check is a responsible gambling accreditation program developed by the Responsible Gambling Council, Ontario, Canada. It assesses individual gambling venues on hundreds of criteria based on existing responsible gambling standards and codes of practice. Here, "responsible gambling" refers to efforts made by the gambling venue operator to prevent or reduce gambling-related harm. RG Check Accreditation is valid for three years, after which a venue can apply to be reassessed.&lt;/p&gt;

&lt;p&gt;As part of the accreditation process, patrons voluntarily complete a survey questionnaire that assesses their awareness and understanding of responsible gambling policies, practices, and procedures within a land-based venue. Frequency of gambling at the venue is also examined. Data are collected through site visits. There is no identifying information for any survey participant.&lt;/p&gt;

&lt;p&gt;RG Check staff typically invited patrons to complete the survey (over 95% of the time). A table with RG Check signage is normally set up in the lobby/central area. When possible, venue staff (e.g., Security Officers, Slot Attendants) also assist in asking patrons to visit the RG Check survey table, and the opportunity to participate is further communicated by PA announcements. Incentives to encourage patron participation include pens, which are given to each patron who completes the survey and entry into a draw for a gift card (one gift card per venue). Most of the patron surveys were conducted using pen/paper. There was a brief test of using ipads at a few sites (less than one percentage of the entire dataset). Most patron surveys were conducted in English. Less than 3% of the dataset was administered by pen and paper in Traditional Chinese. No surveys were administered in French. Very occasionally (less than 1%) the surveys were administered verbally in other languages on an ad hoc basis depending upon staff and patron capability (e.g., Hebrew, Urdu, Polish). For approximately 20-25% of the dataset, RG Check staff read and/or completed the survey for patrons. Occasionally (less than 10%), patrons would verbally administer the survey to fellow patrons (e.g., a spouse, parent, etc.).&lt;/p&gt;

&lt;p&gt;The datasets align with three separate versions of the patron survey questionnaire. The original questionnaire was developed in 2011 and then updated in 2013 and 2015. There is some overlap in years for which different versions were used. The datasets represent all RG Check patron surveys from the time of the program launch in 2011 through to April 2019. The number of participants is N = 4370 for 2011-2014, N = 5147 for 2013-2015, and N = 9063 for 2016-2019.&lt;/p&gt;

&lt;p&gt;The datasets contain data from 77 different venues. Each venue is assigned a number only, and no key is available to match the number to the casino name. Venue characteristic information is coded for geographic location only: Ontario vs. non-Ontario.&lt;/p&gt;
DOI: 10.15468/dl.qj6s9n
title: Occurrence Download

description: A dataset containing 4975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-139.94458 12.02944,-55.05542 12.02944,-55.05542 45.97056,-139.94458 45.97056,-139.94458 12.02944))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dryophytes arenicolor",
 "Year 1970-2020"
 ]
}

 The dataset includes 4975 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009064-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp2/96sxmi
title: "RG Check" responsible gambling accreditation scores for land-based gambling venues

description: &lt;p&gt;RG Check is a responsible gambling accreditation program developed by the &lt;a href="https://www.responsiblegambling.org/"&gt;Responsible Gambling Council&lt;/a&gt;, Ontario, Canada. It assesses individual gambling venues on hundreds of criteria based on existing responsible gambling standards and codes of practice. Here, "responsible gambling" refers to efforts made by the gambling venue operator to prevent or reduce gambling-related harm.&lt;/p&gt; 

&lt;p&gt;The assessment evaluates 361 venue features linked to responsible gambling. These variables are divided into eight categories:
&lt;ol&gt;
&lt;li&gt;Responsible Gambling Policies&lt;/li&gt;
&lt;li&gt;Employee Training&lt;/li&gt;
&lt;li&gt;Self-Exclusion&lt;/li&gt;
&lt;li&gt;Assisting Patrons&lt;/li&gt;
&lt;li&gt;Informed Decision Making&lt;/li&gt;
&lt;li&gt;Advertising and Promotion&lt;/li&gt;
&lt;li&gt;Access to Money&lt;/li&gt;
&lt;li&gt;Venue/Game Features&lt;/li&gt;
&lt;/ol&gt;
Numeric scores are calculated for each of the eight categories, then converted to a final weighted score. Data are collected through site visits, and from voluntary, anonymous surveys of employees and patrons. There is no identifying information for any survey participant. &lt;/p&gt;

&lt;p&gt;This dataset represents all RG Check evaluations from the time of the program launch in 2012 through to 2019. RG Check Accreditation is valid for three years, after which a venue can apply to be reassessed. The dataset contains data from 152 assessments of 75 different venues. Data included in the masterfile are anonymized. Each venue is assigned a number only, and no key is available to match the number to the casino name. Venue characteristic information that is collected includes: Ontario vs. non-Ontario venue; rural vs. small, medium, and large urban location; and venue size (based on number of slot machines).&lt;/p&gt;
DOI: 10.15468/dl.4mhkjf
title: Occurrence Download

description: A dataset containing 1300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "GadmGid is CAN.9_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Ixodes scapularis",
 "Year 2000-2025"
 ]
}

 The dataset includes 1300 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009066-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4566kd
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Deschampsia airiformis"
 ]
}

 The dataset includes 36 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009067-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/smb6gb
title: Gambling involvement and problem gambling in Manitoba 2001 [Canada]

description: This is an omnibus prevalence survey that examines gambling in various populations in Manitoba, including adolescent, adult, senior, women, and First Nation samples (n=3,119). The adult survey serves as a CPGI baseline study for this population as this instrument, as well as the SOGS, was utilized to discriminate gambler sub-types.
DOI: 10.26180/29588624
title: MUPPET

description: These are the weights for <b>MedNeXt for the Automated Segmentation of Perivascular Spaces: A Comparative Evaluation of Deep Learning Algorithms</b>, which segments perivascular spaces on T2-weighted MRI images.<br>preprint:https://arxiv.org/abs/2508.20256Github:https://github.com/iBrain-Lab/MedNet-PVS<br>