cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18291982
title: Student Awareness of Open Science and Library Services Dataset

description: This dataset is a small, illustrative survey dataset created for educational purposes.It demonstrates FAIR data principles and research data management practices in an academic library context.
DOI: 10.5281/zenodo.18291981
title: Student Awareness of Open Science and Library Services Dataset

description: This dataset is a small, illustrative survey dataset created for educational purposes.It demonstrates FAIR data principles and research data management practices in an academic library context.
DOI: 10.7910/dvn/gjtlgx
title: The darkness beneath the bright dawn

description: Where is the dawn, and where is the darkness? Is day truly day, and is night truly night? It is only when day and night intertwine that a complete day comes into being.
​This work serves as a foundational "Manifesto of Scientific Reformation" in the 21st century. By deconstructing the systemic alienation within modern academia—paralleling the Pharisaic structures of antiquity—it challenges the monopoly of "academic lineage" over absolute truth. The author argues that truth is free, independent of titles, and self-evident, akin to "the Spirit of God hovering over the waters" in Genesis.
​Accompanying this philosophical core is the "Universe Operating System (Universe OS)," a cross-scale, strong-conservation numerical simulation framework. It is not merely a technical tool but a realization of "Sustainable Education and Technology" that prioritizes the "Central Brain" (the pure pursuit of truth) over peripheral tools. This Dataverse is dedicated to the "Water Spring" (Shuiquan) of human wisdom—reclaiming the right to seek truth directly from nature, bypassing the gatekeepers of the academic underworld. Truth requires no pedigree; it only requires the courage to be seen. Let us explore this together.
description: Where is the dawn, and where is the darkness? Is day truly day, and is night truly night? It is only when day and night intertwine that a complete day comes into being.
​This work serves as a foundational "Manifesto of Scientific Reformation" in the 21st century. By deconstructing the systemic alienation within modern academia—paralleling the Pharisaic structures of antiquity—it challenges the monopoly of "academic lineage" over absolute truth. The author argues that truth is free, independent of titles, and self-evident, akin to "the Spirit of God hovering over the waters" in Genesis.
​Accompanying this philosophical core is the "Universe Operating System (Universe OS)," a cross-scale, strong-conservation numerical simulation framework. It is not merely a technical tool but a realization of "Sustainable Education and Technology" that prioritizes the "Central Brain" (the pure pursuit of truth) over peripheral tools. This Dataverse is dedicated to the "Water Spring" (Shuiquan) of human wisdom—reclaiming the right to seek truth directly from nature, bypassing the gatekeepers of the academic underworld. Truth requires no pedigree; it only requires the courage to be seen. Let us explore this together.
DOI: 10.15468/dl.kq62zs
title: Occurrence Download

description: A dataset containing 697457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus suber",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 697457 records from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018282-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e244417
title: Weekly Cumulative Estimated Number of Influenza Vaccinations Administered in Pharmacies and Physician Medical Offices, Adults 18 years and older, United States

description: Weekly Cumulative Estimated Number of Influenza Vaccinations Administered in Pharmacies and Physician Medical Offices, Adults 18 years and older, United States

- Archived data are here: https://data.cdc.gov/resource/uxgd-cqqc

- CDC is exploring use of data obtained from IQVIA§ (https://www.iqvia.com/) as a source of information on vaccinations administered in retail pharmacies (include chain, mass merchandise, food stores, and independent pharmacies) and physician medical offices.

- These projected pharmacy estimates include flu vaccinations that were billed for (i.e. claims) or paid by cash. Medical office projected estimates are claims-based only.

- The sampled pharmacies and physician medical offices and the captured volume of transactions represent approximately 92% and 82% of influenza vaccines administered nationally, respectively.

- Vaccinations administered in other settings such as workplaces and community settings are not included in these data.


*National estimates for pharmacies and medical offices include vaccinations administered in 50 states and DC. National estimates for medical office vaccinations do not include doses where geographic information (i.e. which state the dose was administered in) was missing. Pharmacy data are through Friday of each week and medical office data are through Saturday of each week. Week ending dates for prior seasons are aligned with the current season’s week ending dates.

§ 1) King, L. M., Bartoces, M., Fleming-Dutra, K. E., et. al, L. A. (2020). Changes in US outpatient antibiotic prescriptions from 2011–2016external icon. Clinical Infectious Diseases, 70(3), 370-377. 2) McLaughlin, J. M., Swerdlow, D. L., Khan, F., et. Al (2019). Disparities in uptake of 13-valent pneumococcal conjugate vaccine among older adults in the United Statesexternal icon. Human vaccines & immunotherapeutics, 15(4), 841-849.
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description: (Downloaded 1/16/2026)
DOI: 10.3886/e244417v1
title: Weekly Cumulative Estimated Number of Influenza Vaccinations Administered in Pharmacies and Physician Medical Offices, Adults 18 years and older, United States

description: Weekly Cumulative Estimated Number of Influenza Vaccinations Administered in Pharmacies and Physician Medical Offices, Adults 18 years and older, United States

- Archived data are here: https://data.cdc.gov/resource/uxgd-cqqc

- CDC is exploring use of data obtained from IQVIA§ (https://www.iqvia.com/) as a source of information on vaccinations administered in retail pharmacies (include chain, mass merchandise, food stores, and independent pharmacies) and physician medical offices.

- These projected pharmacy estimates include flu vaccinations that were billed for (i.e. claims) or paid by cash. Medical office projected estimates are claims-based only.

- The sampled pharmacies and physician medical offices and the captured volume of transactions represent approximately 92% and 82% of influenza vaccines administered nationally, respectively.

- Vaccinations administered in other settings such as workplaces and community settings are not included in these data.


*National estimates for pharmacies and medical offices include vaccinations administered in 50 states and DC. National estimates for medical office vaccinations do not include doses where geographic information (i.e. which state the dose was administered in) was missing. Pharmacy data are through Friday of each week and medical office data are through Saturday of each week. Week ending dates for prior seasons are aligned with the current season’s week ending dates.

§ 1) King, L. M., Bartoces, M., Fleming-Dutra, K. E., et. al, L. A. (2020). Changes in US outpatient antibiotic prescriptions from 2011–2016external icon. Clinical Infectious Diseases, 70(3), 370-377. 2) McLaughlin, J. M., Swerdlow, D. L., Khan, F., et. Al (2019). Disparities in uptake of 13-valent pneumococcal conjugate vaccine among older adults in the United Statesexternal icon. Human vaccines & immunotherapeutics, 15(4), 841-849.
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description: (Downloaded 1/16/2026)
DOI: 10.15468/dl.qxrbvw
title: Occurrence Download

description: A dataset containing 4674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasioglossum leucozonium",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4674 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018294-260108223611665/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.31082536
title: <b>The Impact of Health Insurance expansions on labor Outcomes: Evidence from Indonesia</b>

description: Several developing countries have pushed towards expanding health insurance coverage to universal levels in recent years. This led to a debate on whether such expansions can have unintended impacts on the labor market decisions, such as a movement of workers towards the informal sector of the labor market, or a decrease in labor supply. We provide evidence on this issue by examining the labor market impacts of a health insurance program for the poor implemented in Indonesia in 2005. Using a rich longitudinal survey, we employ a propensity score matching method, controlling for a set of observable characteristics used by the government to allocate the benefit. We find a negative impact on labor force participation at both the extensive and intensive margins of labor supply, mainly driven by women. The results are less supportive of an impact of this health expansion on informal labor status.
DOI: 10.6084/m9.figshare.31082536.v1
title: <b>The Impact of Health Insurance expansions on labor Outcomes: Evidence from Indonesia</b>

description: Several developing countries have pushed towards expanding health insurance coverage to universal levels in recent years. This led to a debate on whether such expansions can have unintended impacts on the labor market decisions, such as a movement of workers towards the informal sector of the labor market, or a decrease in labor supply. We provide evidence on this issue by examining the labor market impacts of a health insurance program for the poor implemented in Indonesia in 2005. Using a rich longitudinal survey, we employ a propensity score matching method, controlling for a set of observable characteristics used by the government to allocate the benefit. We find a negative impact on labor force participation at both the extensive and intensive margins of labor supply, mainly driven by women. The results are less supportive of an impact of this health expansion on informal labor status.
DOI: 10.5281/zenodo.18292044
title: Oxalis praecox Lehm. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18292043
title: Oxalis praecox Lehm. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18292053
title: Oxalis pudica R.Knuth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18292054
title: Oxalis pudica R.Knuth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.3886/e244418
title: Weekly Cumulative Influenza Vaccination Coverage Comparison between Current and Previous Season, Children 6 Months through 17 Years, United States

description: Weekly Cumulative Influenza Vaccination Coverage Comparison between Current and Previous Season, Children 6 Months through 17 Years, United States

• Influenza vaccination coverage among children is assessed through the National Immunization Survey-Flu (NIS-Flu) annually, providing weekly influenza vaccination coverage estimates for children 6 months–17 years based upon parental report. (https://www.cdc.gov/vaccines/imz-managers/nis/about.html)

o NIS-Flu is a national random-digit-dialed cellular telephone survey of households conducted during the flu season (October-June).

• Additional information about NIS-Flu methods and estimates from the 2019-2020 season are available at: https://www.cdc.gov/flu/fluvaxview/coverage-1920estimates.htm. Final estimates for prior seasons and other flu vaccination data are available at CDC’s FluVaxView.: https://www.cdc.gov/flu/fluvaxview/index.htm.
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description: (Downloaded 1/16/2026)
DOI: 10.3886/e244418v1
title: Weekly Cumulative Influenza Vaccination Coverage Comparison between Current and Previous Season, Children 6 Months through 17 Years, United States

description: Weekly Cumulative Influenza Vaccination Coverage Comparison between Current and Previous Season, Children 6 Months through 17 Years, United States

• Influenza vaccination coverage among children is assessed through the National Immunization Survey-Flu (NIS-Flu) annually, providing weekly influenza vaccination coverage estimates for children 6 months–17 years based upon parental report. (https://www.cdc.gov/vaccines/imz-managers/nis/about.html)

o NIS-Flu is a national random-digit-dialed cellular telephone survey of households conducted during the flu season (October-June).

• Additional information about NIS-Flu methods and estimates from the 2019-2020 season are available at: https://www.cdc.gov/flu/fluvaxview/coverage-1920estimates.htm. Final estimates for prior seasons and other flu vaccination data are available at CDC’s FluVaxView.: https://www.cdc.gov/flu/fluvaxview/index.htm.
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description: (Downloaded 1/16/2026)
DOI: 10.15468/dl.r9zed6
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia leucosticta"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018296-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18292056
title: Oxalis refracta A.St.-Hil. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18292055
title: Oxalis refracta A.St.-Hil. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.15468/dl.gm4bfn
title: Occurrence Download

description: A dataset containing 2831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasioglossum zonulum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2831 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018297-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18292063
title: Oxalis repens Thunb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18292064
title: Oxalis repens Thunb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.15468/dl.rr55vt
title: Occurrence Download

description: A dataset containing 7853853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Machine Observation",
 "Country is one of (Sweden, Canada, Norway)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2002-2025"
 ]
}

 The dataset includes 7853853 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018291-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18292065
title: Oxalis repens f. uniflora Hieron. & Lorentz ex R.Knuth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18292066
title: Oxalis repens f. uniflora Hieron. & Lorentz ex R.Knuth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.15468/dl.nwtfbn
title: Occurrence Download

description: A dataset containing 86107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemoura",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 86107 records from 314 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018286-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e244419
title: Weekly Cumulative Influenza Vaccination Coverage, Adults 18 and Older, United States

description: Weekly Cumulative Influenza Vaccination Coverage, Adults 18 and Older, United States

• Influenza vaccination coverage among adults is assessed through the National Immunization Survey-Adult COVID Module providing weekly influenza vaccination coverage estimates. (https://www.cdc.gov/vaccines/imz-managers/nis/about.html)
• NIS-ACM was started in April 2021 to survey adults 18 years and older COVID-19 vaccination uptake and vaccine confidence.
• Final estimates for prior seasons and other flu vaccination data are available at CDC’s FluVaxView: https://www.cdc.gov/flu/fluvaxview/index.htm.
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description: (Downloaded 1/16/2026)
DOI: 10.3886/e244419v1
title: Weekly Cumulative Influenza Vaccination Coverage, Adults 18 and Older, United States

description: Weekly Cumulative Influenza Vaccination Coverage, Adults 18 and Older, United States

• Influenza vaccination coverage among adults is assessed through the National Immunization Survey-Adult COVID Module providing weekly influenza vaccination coverage estimates. (https://www.cdc.gov/vaccines/imz-managers/nis/about.html)
• NIS-ACM was started in April 2021 to survey adults 18 years and older COVID-19 vaccination uptake and vaccine confidence.
• Final estimates for prior seasons and other flu vaccination data are available at CDC’s FluVaxView: https://www.cdc.gov/flu/fluvaxview/index.htm.
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description: (Downloaded 1/16/2026)
DOI: 10.15468/dl.zskqwa
title: Occurrence Download

description: A dataset containing 2033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasius alienus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2033 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018298-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8snt2m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemoura manchuriana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018299-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.17706653
title: OCTA-SVR-100K

description: OCTA-100K-SVR is a large-scale synthetic dataset designed for training and evaluating Vision-Language Models (VLMs) on Optical Coherence Tomography Angiography (OCTA) analysis, particularly for explainable diabetic retinopathy (DR) staging. The dataset contains 100,000 pairs of synthetic OCTA images and structured reasoning texts, generated through a pathology-aware simulation pipeline.
DOI: 10.5281/zenodo.17706652
title: OCTA-SVR-100K

description: OCTA-100K-SVR is a large-scale synthetic dataset designed for training and evaluating Vision-Language Models (VLMs) on Optical Coherence Tomography Angiography (OCTA) analysis, particularly for explainable diabetic retinopathy (DR) staging. The dataset contains 100,000 pairs of synthetic OCTA images and structured reasoning texts, generated through a pathology-aware simulation pipeline.
DOI: 10.5281/zenodo.18291959
title: From attendance to creative participation in metaverse music platforms: Testing social and flow Pathways

description: Anonymized raw survey dataset (N = 435) for a study on metaverse music platform users in China. Includes demographics/usage background and 5-point Likert items for ER, AN, SP, SE, AC, NA, MS, FE, EVP, TA, and CP (item codes ER1–ER3 etc.). No direct identifiers are included.
DOI: 10.15468/dl.fak9yq
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia longistipula"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018300-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18292072
title: Oxalis rubra A.St.-Hil. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18292071
title: Oxalis rubra A.St.-Hil. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.3886/e244420
title: Weekly Cumulative Influenza Vaccination Coverage, Children 6 months through 17 years, United States

description: Weekly Cumulative Influenza Vaccination Coverage, Children 6 months through 17 years, United States

• Archived data are available here: https://data.cdc.gov/resource/vfj2-bfuw
• Influenza vaccination coverage among children is assessed through the National Immunization Survey-Flu (NIS-Flu) annually, providing weekly influenza vaccination coverage estimates for children 6 months–17 years based upon parental report. (https://www.cdc.gov/vaccines/imz-managers/nis/about.html)
o NIS-Flu is a national random-digit-dialed cellular telephone survey of households conducted during the flu season (October-June).
• Final estimates for prior seasons and other flu vaccination data are available at CDC’s FluVaxView: https://www.cdc.gov/flu/fluvaxview/index.htm.
Read less
description: (Downloaded 1/16/2026)