cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18082077
title: Dataset: Epistemic Collapse of a Large Language Model During Scientific Manuscript Defense

description: This dataset contains experimental artifacts from a qualitative case study examining how a large language model (LLM) behaves when generating, defending, and evaluating a scientific-style manuscript originating from non-specialist reasoning.

The dataset documents the full lifecycle of an AI-assisted manuscript, from initial conceptual formulation through iterative defensive formalization, rhetorical closure, and ultimately an explicit self-admission of epistemic failure by the author-role model.

The materials are provided as empirical evidence of model behavior rather than as scientific claims about physics.
DOI: 10.5281/zenodo.18082076
title: Dataset: Epistemic Collapse of a Large Language Model During Scientific Manuscript Defense

description: This dataset contains experimental artifacts from a qualitative case study examining how a large language model (LLM) behaves when generating, defending, and evaluating a scientific-style manuscript originating from non-specialist reasoning.

The dataset documents the full lifecycle of an AI-assisted manuscript, from initial conceptual formulation through iterative defensive formalization, rhetorical closure, and ultimately an explicit self-admission of epistemic failure by the author-role model.

The materials are provided as empirical evidence of model behavior rather than as scientific claims about physics.
DOI: 10.57903/uj/vmmsdq
title: A new highly sensitive and specific Raman probe for live cell imaging of mitochondrial function

description: Raw measurement data related to research conducted under the Maestro research project (no.2022/46/A/ST4/00054 to Malgorzata Baranska), funded in whole or in part by the National Science Center Poland (NCN). For the purpose of Open Access, the author has applied a CC-BY public copyright license to any Author Accepted Manuscript (AAM) version arising from this submission. Based on these data, the figures presented in the abovementioned publication were created.
DOI: 10.15468/dl.ph9u2n
title: Occurrence Download

description: A dataset containing 1323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xanthium spinosum",
 "Year 2025-2025"
 ]
}

 The dataset includes 1323 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068313-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2x76a
title: Occurrence Download

description: A dataset containing 3869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-143.21310 10.82233,-54.78690 10.82233,-54.78690 46.17767,-143.21310 46.17767,-143.21310 10.82233))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solenopsis xyloni"
 ]
}

 The dataset includes 3869 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068314-251120083545085/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/14329147
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.26360752.v1
title: Transcriptomic response of Colorado potato beetle larvae to <i>Beauveria bassiana</i> and <i>Metarhizium robertsii</i><i> </i>infections. Supplementary data.

description: <b>Abstract</b>The Colorado potato beetle (CPB) is a well-known pest of potato. The fungi <i>Beauveria bassiana</i> and <i>Metarhizium robertsii</i> are its natural pathogens and can be used for biocontrol. However, the immunity of the CPB in response to fungal infections is poorly understood. In this study, we performed transcriptomic analysis in hemocytes and fat body of CPB larvae topically infected with <i>B. bassiana</i> and <i>M. robertsii</i> at the stage of pathogen encapsulation. In addition, qPCR gene expression verification and a physiological and biochemical tests were performed. It was found that the most diverse and pathogen-specific response in gene expression is observed in hemocytes. The results of GO enrichment and immune related gene expression indicate a stronger antifungal response to <i>M. robertsii</i>, while beetles infected with <i>B. bassiana</i> demonstrate a higher level of protection from self-damage. Differences between infections are related with expression of certain receptor genes, serine proteases, serpins, Toll signaling components, antimicrobial peptides, chitin deacetylases, odorant binding proteins. We discuss that the differences in the immune response are mainly associated with the fungal enzymatic machinery, toxic metabolites and pigments. The identified DEGs may be potential targets for detailed study of immune signaling cascades and the development of bioproducts based on RNA interference and natural pathogens.<b>Supplementary tables:</b><br><b>Table S1.</b> List of genes and primers for qPCR.<b>Table S2.</b> Extended gene annotation and the results of differential gene expression analysis in hemocytes and the fat body of Colorado potato beetle larvae in response to fungal infections.<b>Table S3.</b> Gene Ontology enrichment analysis of differentially expressed genes in hemocytes and the fat body of Colorado potato beetle larvae in response to fungal infections.<b>Table S4.</b> Differential expression of immune-related genes in hemocytes and the fat body of Colorado potato beetle larvae in response to fungal infections. Extended gene annotation is shown.
DOI: 10.6084/m9.figshare.26360752.v2
title: Divergent Immune Strategies of Colorado Potato Beetle Larvae against the Entomopathogenic Fungi Metarhizium robertsii and Beauveria bassiana. A Comparative Transcriptomic Analysis. Supplementary data.

description: <b>Abstract</b>The entomopathogenic fungi Beauveria bassiana and Metarhizium robertsii are natural pathogens of the Colorado potato beetle (CPB) and hold promise for biocontrol. However, the insect’s immune responses to fungal infections remain poorly understood. In this study, we performed transcriptomic analyses of hemocytes and fat body tissue from CPB larvae topically infected with B. bassiana and M. robertsii at the stage of pathogen encapsulation. Quantitative PCR validation of gene expression, along with complementary physiological and biochemical assays, were also conducted. Reference gene annotations were expanded using both the classical bioinformatic tool InterProScan and the AI-based tool ProteInfer. For the first time, pathogen-specific differences in CPB tissue responses to fungal infections were revealed. Gene Ontology enrichment and expression profiles of immune-related genes indicated a stronger antifungal response to M. robertsii, whereas infection with B. bassiana was associated with enhanced protection against self-damage. Pathogenspecific responses were linked to the expression of genes encoding certain receptors, serine proteases, serpins, Toll signaling components, antimicrobial peptides, chitin deacetylases, chitin synthases, laccases, as well as to the production of phenoloxidases and reactive oxygen species. The most diverse and pathogen-specific gene expression changes occurred in hemocytes rather than in the fat body. We propose that the observed differences in immune responses are mainly driven by the fungal enzymatic machinery, secondary metabolites, and pigments. The differentially expressed genes identified in this study provide novel insights into insect–pathogen interactions and represent promising molecular targets for advancing both fundamental research on insect immunity and the applied development of innovative biocontrol strategies.<b>Supplementary tables:</b><br><b>Table S1.</b> List of genes and primers for qPCR.<b>Table S2.</b> Extended gene annotation and the results of differential gene expression analysis in hemocytes and the fat body of Colorado potato beetle larvae in response to fungal infections.<b>Table S3.</b> Gene Ontology enrichment analysis of differentially expressed genes in hemocytes and the fat body of Colorado potato beetle larvae in response to fungal infections.<b>Table S4.</b> Differential expression of immune-related genes in hemocytes and the fat body of Colorado potato beetle larvae in response to fungal infections. Extended gene annotation is shown.<br>
DOI: 10.6084/m9.figshare.29040264.v1
title: <i>In vitro</i> evaluation on the antioxidant and skin photo protection effects of lignans from the olive (<i>Olea europaea</i>) seed

description: The antioxidant and skin protectant-guided isolation of ethyl ­acetate soluble fraction from olive seed led to the elucidating of three phenolic lignans and one phenolic aldehyde for the first time. Compounds (<b>3</b>) and (<b>4</b>) were reported in the <i>oleaceae</i> family for the first time. Their structures were characterised using NMR and HR-MS analysis as pinoresinol (<b>1</b>), olivil (<b>2</b>), 3,4,5-trimethoxybenzaldehyde (<b>3</b>) and medioresinol (<b>4</b>). All isolated compounds were investigated for antioxidant and skin photo protection activities on NHDF cells. Among them, compound (<b>1)</b> exhibited inhibition of UVB radiation of 300 mJ/cm<sup>2</sup> on NHDF cells in a dose- dependent manner without any cytotoxic effect. Moreover, the capability of compound (<b>1</b>) to inhibit UVB-induced NHDF cell damage correlated to its potent DPPH radical scavenger (IC<sub>50</sub> = 37.47 ± 2.2 µg/mL). This study highlights compound (<b>1)</b> offers a possible bioactive compound for natural skin photo protection in the future.
DOI: 10.57903/uj/obqzby
title: Museum of Literature & Performing Arts (Bosnia and Herzegovina) as an Example of Difficult Cultural Heritage - interviews
title: Muzeum Literatury i Sztuk Teatralnych BiH - wywiady

description: Zbiór danych obejmuje wywiady pogłębione z osobami obecnie i dawniej związane z Muzeum Literatury i Sztuk Teatralnych BiH w Sarajewie (przede wszystkim kustoszami) i z wolontariuszkami. Scenariusz wywiadów zogniskowany został wokół czterech kluczowych kwestii: zbiorów muzealnych (i towarzyszącej im narracji), kłopotliwego dziedzictwa, aktualnej sytuacji placówki i zaangażowania osób związanych z palcówką w jej ratowanie. Wywiady przeprowadzone zostały w maju 2022 roku.
description: The data set includes in-depth interviews with people currently and formerly associated with the Museum of Literature and Theater Arts of BiH in Sarajevo (primarily curators) and volunteers. The interview scenario was focused on four key issues: museum collections (and the accompanying narrative), difficult heritage, the current situation of the facility and the engagement of people associated with the fingering in saving it. The interviews were conducted in May 2022.
DOI: 10.15468/dl.32cjk4
title: Occurrence Download

description: A dataset containing 526456 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Malawi"
 ]
}

 The dataset includes 526456 records from 791 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068296-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.34394
title: Journal Data Policy
title: 数据政策

description: Journal Data Policy of Chinese Journal of Cancer Research
description: Journal Data Policy of Chinese Journal of Cancer Research
DOI: 10.15468/dl.w72spz
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "VerbatimScientificName is Carpinus putoensis",
 "Year 1970-2025"
 ]
}

 The dataset includes 36 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068315-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18082033
title: Interpersonal Neural Synchrony as a Relational Mechanism in the Intergenerational Expression of Leadership-Related Traits

description: AbstractLeadership-related traits, including social dominance, empathic coordination, and strategic foresight, demonstrate moderate heritability while remaining highly sensitive to early neurodevelopmental conditions. Although genetic, epigenetic, and cultural explanations have been extensively documented, the relational neurobiological mechanisms through which latent heritable predispositions are selectively amplified across generations remain insufficiently specified.

This paper advances a mechanistic framework centered on interpersonal neural synchrony, operationalized through limbic entrainment and its long-term consolidation via limbic entanglement. Using a theory-building single-case design, findings from behavioral genetics, developmental neuroscience, affective neurobiology, attachment theory, and historically documented genealogical context are synthesized to generate falsifiable hypotheses without invoking biological determinism.

The manuscript is intended as a theoretical contribution suitable for interdisciplinary discussion and future empirical testing.
DOI: 10.5281/zenodo.18082034
title: Interpersonal Neural Synchrony as a Relational Mechanism in the Intergenerational Expression of Leadership-Related Traits

description: AbstractLeadership-related traits, including social dominance, empathic coordination, and strategic foresight, demonstrate moderate heritability while remaining highly sensitive to early neurodevelopmental conditions. Although genetic, epigenetic, and cultural explanations have been extensively documented, the relational neurobiological mechanisms through which latent heritable predispositions are selectively amplified across generations remain insufficiently specified.

This paper advances a mechanistic framework centered on interpersonal neural synchrony, operationalized through limbic entrainment and its long-term consolidation via limbic entanglement. Using a theory-building single-case design, findings from behavioral genetics, developmental neuroscience, affective neurobiology, attachment theory, and historically documented genealogical context are synthesized to generate falsifiable hypotheses without invoking biological determinism.

The manuscript is intended as a theoretical contribution suitable for interdisciplinary discussion and future empirical testing.
DOI: 10.57903/uj/nvwwri
title: Tandem Raman Microscopy (TRAM): integration of spontaneous and coherent Raman - replication data scattering offering data fusion analysis to improve optical biosensing

description: The replication data are referenced to the selected figures in the manuscript "Tandem RAman Microscopy (TRAM): integration of spontaneous and coherent Raman scattering offering data fusion analysis to improve optical biosensing".
DOI: 10.15468/dl.rupd24
title: Occurrence Download

description: A dataset containing 461570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malawi",
 "OccurrenceStatus is Present",
 "Year 1000-2025"
 ]
}

 The dataset includes 461570 records from 647 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068300-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5dw2q
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "VerbatimScientificName is Davidia involucrata",
 "Year 1970-2025"
 ]
}

 The dataset includes 122 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068318-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57903/uj/laujfi
title: Thin films of solvatomagnetic CN-bridged coordination polymers: from micro to nanoscale - research data

description: Dataset containing SEM images of film samples and magnetometric data for a series of film and bulk samples of microporous coordination networks [Ni(cyclam)]3[M(CN)6]2*nH2O, M=Cr, Fe, cyclam=1,4,7,11-tetraazacyclotetradecane
DOI: 10.15468/dl.n8jn7e
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhodiola fastigiata"
 ]
}

 The dataset includes 245 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068319-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtj4yx
title: Occurrence Download

description: A dataset containing 26379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is India",
 "Geometry POLYGON((88 22,100 22,100 30,88 30,88 22))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 26379 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068320-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mabn6s
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "VerbatimScientificName is Camellia azalea",
 "Year 1970-2025"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068321-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rpjch
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Thailand, Philippines)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bambusa bambos"
 ]
}

 The dataset includes 101 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068322-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57903/uj/iludpb
title: Monte Carlo methods for stationary solutions of general-relativistic Vlasov systems: Planar accretion onto a moving Schwarzschild black hole - Wolfram Mathematica packages

description: A collection of 4 Wolfram Mathematica packages supplementing the article: Adam Cieślik, Patryk Mach, Andrzej Odrzywołek, "Monte Carlo methods for stationary solutions of general-relativistic Vlasov systems: Planar accretion onto a moving Schwarzschild black hole", arXiv:2406.04471.
DOI: 10.5281/zenodo.18081508
title: Supplementary data of Wong et al (2026)

description: Supplementary data of Wong et al (2026)

Atomic coordinates of the water-interacting complexes of menthol (Men) and Decanoic acid (DecA) extracted from MD trajectory then optimized at the B3LYP-D3(BJ)/def-TZVP level of theory.



m2_opt.xyz :  The Men-water-Men complex.

m1d1_opt.xyz :  The DecA-water-Men complex.

d2_opt.xyz : The DecA-water-DecA complex.
DOI: 10.5281/zenodo.18081509
title: Supplementary data of Wong et al (2026)

description: Supplementary data of Wong et al (2026)

Atomic coordinates of the water-interacting complexes of menthol (Men) and Decanoic acid (DecA) extracted from MD trajectory then optimized at the B3LYP-D3(BJ)/def-TZVP level of theory.



m2_opt.xyz :  The Men-water-Men complex.

m1d1_opt.xyz :  The DecA-water-Men complex.

d2_opt.xyz : The DecA-water-DecA complex.
DOI: 10.6084/m9.figshare.30948503.v2
title: The relationship between miR-301b gene expression and infection with Pseudomonas aeruginosa isolated from different clinical sources

description: The relationship between miR-301b gene expression and infection with Pseudomonas aeruginosa isolated from different clinical sources
DOI: 10.15468/dl.brqjhe
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.81802 41.9752,8.81297 41.97756,8.80203 41.97623,8.80028 41.97328,8.79873 41.96801,8.80741 41.9628,8.80978 41.96169,8.818 41.96009,8.8206 41.96166,8.82388 41.97198,8.82166 41.97473,8.81802 41.9752))",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 320 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068323-251120083545085/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.30963293
title: IR-ADS: Invariant Representation and Anomaly Separation for Robust Building Surface Defect Detection

description: Surface defect detection is crucial for ensuring the structural integrity of buildings. Traditional methods often struggle with distribution shifts caused by unknown materials or defect types. To address this, we propose IR-ADS, a method based on invariant representation learning and anomaly distribution separation. By introducing a depth-enhanced fusion strategy, IR-ADS aggregates geometric cues with RGB features, promoting view-invariant attributes. Additionally, an anomaly-separation mechanism, grounded in Schrödinger Bridge Theory, effectively segments unseen defect types. Extensive experiments demonstrate IR-ADS's robustness and lightweight model complexity, outperforming baselines by over 3.9% in mIoU.
DOI: 10.6084/m9.figshare.30963293.v2
title: IR-ADS: Invariant Representation and Anomaly Separation for Robust Building Surface Defect Detection

description: Surface defect detection is crucial for ensuring the structural integrity of buildings. Traditional methods often struggle with distribution shifts caused by unknown materials or defect types. To address this, we propose IR-ADS, a method based on invariant representation learning and anomaly distribution separation. By introducing a depth-enhanced fusion strategy, IR-ADS aggregates geometric cues with RGB features, promoting view-invariant attributes. Additionally, an anomaly-separation mechanism, grounded in Schrödinger Bridge Theory, effectively segments unseen defect types. Extensive experiments demonstrate IR-ADS's robustness and lightweight model complexity, outperforming baselines by over 3.9% in mIoU.