cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18309688
title: SGUFT — Appendix W3 (VARCLOSE2) v1.2 — Variational-Closure Adjudication (evidence / only / summary bundles)

description: This record provides the reproducible artifacts for SGUFT Appendix W3 (VARCLOSE2).VARCLOSE2 implements an auditable PASS/FAIL adjudication for the variational-closure residual test under a fixed tolerance, and packages the resulting outputs together with integrity manifests and audit logs.

Contents

This record contains three ZIP bundles:





evidence pack: full reproducibility bundle with audit logs and integrity manifests




only pack: minimal reproducibility bundle (same core layout and outputs)




summary pack: public-facing summary outputs (CSV/JSON) with an integrity manifest



Integrity check

Each bundle includes manifest_sha256.json. After extraction, recompute SHA-256 hashes and compare them against the manifest entries.

Rebuild from the evidence pack

After extraction:







 



cd RUN_G_VAR_0002_VARCLOSE2/w3/varclose2
python build/extract_snapshots_varclose2.py
python build/build_varclose2_from_snapshots.py
python build/generate_varclose2_summary.py
python build/generate_manifest_audit.py



Upstream references

VARCLOSE2 is evaluated against provenance-locked upstream references (W1 and W2). Exact upstream identifiers are provided as DOI-only references in the associated appendix documentation.



File hashes (optional but recommended)





RUN_G_VAR_0002_VARCLOSE2_varclose2_evidence_pack_v1.2.zip





md5: 3c1ba06fe80ea243a396d3f51d788eb4




sha256: 86ddcc5606514a76098630341519d73bc0be9d1edd791f24a339b432b2a5d250






RUN_G_VAR_0002_VARCLOSE2_varclose2_only_pack_v1.2.zip





md5: 94e425663b609fab63fe234e6b107a50




sha256: 8773cef944db034d7169497418b9db27d1e93ff813044bd27b2387b288498892






W3_delivery_VARCLOSE2_summary_pack_v1.2.zip





md5: 2cfdb013a318a9a16dc0099bb1cf4a10




sha256: 21ce0050f587056ac5546d1eb8d0d8378ca2cb5654508f341561a3174a03451d
DOI: 10.15468/dl.wn8e5n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicranomyia pammelas",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002038-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18309779
title: Dataset-Self-compassion and Music Performance Anxiety The Mediating Role of Fear of Negative Evaluation and the Moderating Role of Psychological Resilience

description: This dataset, "Dataset-Self-compassion and Music Performance Anxiety The Mediating Role of Fear of Negative Evaluation and the Moderating Role of Psychological Resilience," was collected from music performance major students at multiple universities in China in October 2025 via the Wenjuanxing online survey platform. Using a random sampling approach, a total of 971 valid questionnaires were obtained. The dataset was used to examine the relationships among moral elevation, prosocial behavior, gratitude, and empathy.

 

The dataset includes demographic variables and key psychological factors, including music performance anxiety, self-compassion, and fear of missing out, with psychological resilience examined as a moderating variable. These data provide insights into the resource-based mechanisms linking self-compassion and music performance anxiety among music performance major students, offering practical implications for interventions in educational, organizational, and social governance contexts.
DOI: 10.5281/zenodo.18309778
title: Dataset-Self-compassion and Music Performance Anxiety The Mediating Role of Fear of Negative Evaluation and the Moderating Role of Psychological Resilience

description: This dataset, "Dataset-Self-compassion and Music Performance Anxiety The Mediating Role of Fear of Negative Evaluation and the Moderating Role of Psychological Resilience," was collected from music performance major students at multiple universities in China in October 2025 via the Wenjuanxing online survey platform. Using a random sampling approach, a total of 971 valid questionnaires were obtained. The dataset was used to examine the relationships among moral elevation, prosocial behavior, gratitude, and empathy.

 

The dataset includes demographic variables and key psychological factors, including music performance anxiety, self-compassion, and fear of missing out, with psychological resilience examined as a moderating variable. These data provide insights into the resource-based mechanisms linking self-compassion and music performance anxiety among music performance major students, offering practical implications for interventions in educational, organizational, and social governance contexts.
DOI: 10.18150/35fwfh
title: Metabolomic profiling directly from intact subcutaneous and visceral fat samples obtained from patients with obesity

description: This study investigates metabolic differences and similarities between subcutaneous and visceral adipose tissue in individuals with obesity using minimally invasive, intact-tissue metabolomics. Paired adipose tissue samples were collected during bariatric surgery and analyzed using solid-phase microextraction (SPME) coupled with complementary liquid chromatography–mass spectrometry platforms. Both targeted LC-MS/MS (Shimadzu triple quadrupole) and high-resolution LC-HRMS analyses were employed to characterize metabolite profiles related to energy metabolism, amino acid metabolism, redox balance, and inflammation. The dataset provides curated metabolomics data from human adipose tissue, including biological samples, pooled quality controls, and extraction blanks, enabling assessment of analytical reproducibility and background signals. By avoiding tissue homogenization and solvent-intensive extraction, this study offers a complementary perspective on bioavailable metabolites within native adipose tissue architecture. The data are intended to support reuse in comparative metabolomics, methodological evaluation of SPME-based sampling, and future meta-analyses of adipose tissue metabolism in obesity.
DOI: 10.15468/dl.jzmu25
title: Occurrence Download

description: A dataset containing 5319362 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is INSDC Sequences"
 ]
}

 The dataset includes 5319362 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002029-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18309792
title: Senna occidentalis (L.) Link. 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 16:54
DOI: 10.5281/zenodo.18309793
title: Senna occidentalis (L.) Link. 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 16:54
DOI: 10.15468/dl.cndnr5
title: Occurrence Download

description: A dataset containing 1675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saxifraga rotundifolia, Saxifraga rotundifolia, Saxifraga rotundifolia, Saxifraga rotundifolia, Saxifraga rotundifolia)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1675 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002040-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48320/0c0ecf2d-eb16-406d-8e5c-9dcffbe1357c
title: Legal prosecutions of protesters based on article 20.2 (Russia)
DOI: 10.15468/dl.a6rwe3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.973 -1.923822, 103.902697 -1.929387, 103.834124 -1.945946, 103.768968 -1.973092, 103.708832 -2.010156, 103.655196 -2.056227, 103.60938 -2.11017, 103.572513 -2.170659, 103.545503 -2.236204, 103.529015 -2.305193, 103.523458 -2.375926, 103.52897 -2.446664, 103.545417 -2.515662, 103.572395 -2.581224, 103.609241 -2.641732, 103.65505 -2.695698, 103.708693 -2.741791, 103.76885 -2.778875, 103.834038 -2.806037, 103.902652 -2.822606, 103.973 -2.828175, 104.043348 -2.822606, 104.111962 -2.806037, 104.17715 -2.778875, 104.237307 -2.741791, 104.29095 -2.695698, 104.336759 -2.641732, 104.373605 -2.581224, 104.400583 -2.515662, 104.41703 -2.446664, 104.422542 -2.375926, 104.416985 -2.305193, 104.400497 -2.236204, 104.373487 -2.170659, 104.33662 -2.11017, 104.290804 -2.056227, 104.237168 -2.010156, 104.177032 -1.973092, 104.111876 -1.945946, 104.043303 -1.929387, 103.973 -1.923822))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002041-260119153935675/datasets/export for details.
DOI: 10.15468/dl.8853dr
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicranomyia sera",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 533 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002042-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hfwyk
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenopsis geminata, Solenopsis invicta, Tapinoma melanocephalum, Tetramorium bicarinatum, Ochetellus glaber, Paratrechina longicornis, Pheidole megacephala, Monomorium pharaonis, Anoplolepis gracilipes, Monomorium destructor, Technomyrmex albipes, Tetramorium simillimum, Monomorium floricola, Wasmannia auropunctata)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1683 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002043-260119153935675/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/14556070
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.f6ncrg
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scabiosa canescens, Scabiosa canescens, Scabiosa suaveolens, Scabiosa suaveolens)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002044-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ex8dpg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((110.644 -1.921822, 110.573697 -1.927387, 110.505125 -1.943946, 110.439968 -1.971092, 110.379832 -2.008156, 110.326196 -2.054227, 110.280381 -2.10817, 110.243514 -2.168659, 110.216503 -2.234204, 110.200016 -2.303193, 110.194459 -2.373927, 110.199971 -2.444664, 110.216417 -2.513662, 110.243395 -2.579224, 110.280242 -2.639733, 110.32605 -2.693698, 110.379693 -2.739791, 110.43985 -2.776875, 110.505039 -2.804037, 110.573652 -2.820606, 110.644 -2.826175, 110.714348 -2.820606, 110.782961 -2.804037, 110.84815 -2.776875, 110.908307 -2.739791, 110.96195 -2.693698, 111.007758 -2.639733, 111.044605 -2.579224, 111.071583 -2.513662, 111.088029 -2.444664, 111.093541 -2.373927, 111.087984 -2.303193, 111.071497 -2.234204, 111.044486 -2.168659, 111.007619 -2.10817, 110.961804 -2.054227, 110.908168 -2.008156, 110.848032 -1.971092, 110.782875 -1.943946, 110.714303 -1.927387, 110.644 -1.921822))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002045-260119153935675/datasets/export for details.
DOI: 10.15468/dl.b5ggn7
title: Occurrence Download

description: A dataset containing 5559486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Kenya",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5559486 records from 1688 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002011-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8zmxh36smj.1
title: Accessing and exiting the financial system in Peru: Does labor informality play a role?

description: The dofile contains the commands used to create the variables in our research, as well as those shown in the tables and figures, and can be used to replicate our results.
DOI: 10.17632/pyxbv6d239.1
title: 2023 Czech Online Panel Study of Cognitive Distortions and Problem Gambling Dataset

description: METADATA
Country: Czech Republic
Collection mode: Online questionnaire
Collection dates: 2023-11-01 to 2023-12-31
Sample size (valid): 1,503
Target population: Adults (18+) with past-month gambling activity
Primary measures: GRCS, PGSI-SF, NODS-CLiP, gambling expenditure (% income)
File-level notes: anonymised individual-level responses.
DOI: 10.17632/85b999zcdz.1
title: Raw data for "A heterotrimeric protein complex assembles the metazoan V-ATPase upon dissipation of proton gradients"

description: Deposited is all the raw sequencing and AlphaFold3 models as described in the methods section of the manuscript.
DOI: 10.17632/4b84p34g9d.1
title: Social support and sports social behavior

description: Objective This study aims to explore the relationship between social support and antisocial behavior in sport, as well as the underlying mechanisms among college students. Methods A questionnaire survey was conducted involving 1,157 college students, utilizing the Perceived Social Support Scale, Pro-antisocial Behavior in Sport Scale, Antisocial Behavior Scale, Social Anxiety Scale, and Psychological Flexibility Scale. Results1. Perceived social support was positively correlated with Prosocial behavior in sport (r = 0.349, p &lt; 0.01) and negatively correlated with antisocial behavior in sport (r = -0.153, p &lt; 0.01).2. Perceived social support positively predicted pro-antisocial behavior in sport (β = 0.323) and negatively predicted antisocial behavior in sport (β = -0.169). Social anxiety mediated the relationship between perceived social support and antisocial behavior in sport (β = 0.175, β = -0.095).3. Psychological resilience significantly moderated the relationship between perceived social support and social anxiety in the first half of the model. Conclusion The developmental mechanism of antisocial behavior in sport among college students may be influenced by the mediating role of perceived social support through social anxiety, with psychological resilience acting as a moderator in this relationship. It is recommended that the sports environment in colleges and universities focus on cultivating students' interpersonal relationship skills. Additionally, college students should enhance their psychological resilience through physical activities to reduce social anxiety, promote pro-social behavior in sport, and mitigate antisocial behavior in sport.
DOI: 10.17632/4b84p34g9d.2
title: Social support and sports social behavior

description: Objective This study aims to explore the relationship between social support and behavior in sport, as well as the underlying mechanisms among college students. Methods A questionnaire survey was conducted involving 1,157 college students (Mean ± SD = 23.345±0.647 Age, 54.278% male), utilizing the Perceived Social Support Scale (PSSS), Prosocial and Antisocial Behavior in Sport Scale (PABSS), Social Anxiety Scale (SAS) and Connor-Davidson Resilience Scale (CD-RISC). Results (1) Perceived social support was positively correlated with prosocial behavior in sport (r = 0.349, p &lt; 0.05) and negatively correlated with antisocial behavior in sport (r = -0.153, p &lt; 0.05). (2) Perceived social support positively predicted prosocial behavior in sport (β = 0.323) and negatively predicted antisocial behavior in sport (β = -0.169). Social anxiety mediated the relationship between perceived social support and antisocial behavior in sport (β = 0.175, β = -0.095). (3) Psychological Resilience significantly moderated the relationship between perceived social support and social anxiety in the first half of the model. These results highlight the role of social anxiety as a mediator of college students' understanding of social support and social behavior in sports , and the moderating effect of psychological toughness on social anxiety.
DOI: 10.15468/dl.bz7hd5
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron nuttallii Booth ex Nutt."
 ]
}

 The dataset includes 160 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012689-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h55q5p
title: Occurrence Download

description: A dataset containing 13411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Manx Bat Group records 1848 to 2020",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13411 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012685-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yynyjd
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron meddianum Forrest"
 ]
}

 The dataset includes 28 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012688-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8m4khn
title: Occurrence Download

description: A dataset listing the 159557 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset's 159557 records were derived from 1389 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012670-250415084134356/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.29125485
title: Relating metaphor syntax to metaphor features: An empirical approach

description: The study investigates the relationship between syntactic structure and metaphor features – quality, aptness, familiarity, and comprehensibility – using metaphorical expressions collected from Serbian poetry. Although metaphor research has traditionally focused on nominal forms like ‘A is B,’ this study explores more complex syntactic structures, and includes Subject + Predicate (SP), Subject + Predicate (Aux. + Nominal) (SCopP), Subject + Predicate + Object (SPO), and Subject + Predicate + Adverbial (SPA). The study involved 140 participants who rated 76 metaphorical expressions across the four metaphor features. Findings suggest that complex structures (SPO and SPA) scored higher in quality and aptness than simpler ones (SP and SCopP), challenging the predominance of nominal metaphors in research. However, simpler structures were rated as more familiar, potentially reflecting their syntactic simplicity. Comprehensibility was not influenced by syntactic complexity, likely due to participants’ linguistic proficiency. The results indicate that syntactic structure can affect metaphor perception and suggest that reliance on nominal forms in metaphor research may overlook the richness of more complex syntactic realisations. This study confirms the importance of considering syntax in metaphor research and highlights the potential for diverse syntactic patterns to enrich our understanding of metaphor processing and interpretation.