cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18314570
title: V.E.N.T.U.R.E.∞™: A Sovereign Venture Architecture for Founder Authority, Capital Independence, Regulatory Velocity, Narrative Control, and Perpetual Economic Continuity

description:  



Zenodo Description 

V.E.N.T.U.R.E.∞™ (Venture Eternal Nexus Transcendence Universal Regenerative Empire) is a sovereign-grade venture architecture that establishes a new intellectual category in startup, finance, and governance systems design. This work defines a deterministic, founder-centric framework for venture creation, scaling, capital formation, regulatory navigation, narrative control, and long-horizon continuity—engineered as structural properties rather than probabilistic outcomes.

Unlike conventional venture models that depend on capital cycles, investor sentiment, jurisdictional arbitrage, or execution variance, V.E.N.T.U.R.E.∞™ reframes the startup as a non-displaceable economic entity. Founder authority, equity integrity, strategic coherence, and institutional continuity are treated as architectural invariants, embedded at the system level and preserved across funding stages, regulatory environments, and technological regime transitions, including post-AGI contexts.

The framework is articulated through a 7-Layer Venture-Transcendence Architecture, spanning founder equity perpetuity, capital-independent valuation propulsion, multi-jurisdictional regulatory velocity, narrative dominion mechanics, capital survivability, advanced intelligence alignment, and perpetuity-grade continuity engineering. Together, these layers constitute a unified sovereign venture stack suitable for global, multi-decade deployment.

This record establishes formal intellectual provenance and prior art for the V.E.N.T.U.R.E.∞™ architecture. The associated content is intentionally restricted to preserve proprietary control, licensing integrity, and standards-level optionality, while enabling public discoverability through metadata and DOI registration.

Access Status: Restricted (Metadata-only visibility)Purpose: Intellectual property timestamping, architectural standard definition, and long-horizon research recordScope: Venture architecture, startup governance, capital systems, regulatory design, narrative economics, post-AGI organizational continuityApplicability: Founders, policymakers, institutional strategists, sovereign innovation frameworks, advanced venture research

All rights are reserved. No reproduction, distribution, implementation, derivative use, or standards incorporation is permitted without explicit prior written authorization from the author.
DOI: 10.5281/zenodo.18314571
title: V.E.N.T.U.R.E.∞™: A Sovereign Venture Architecture for Founder Authority, Capital Independence, Regulatory Velocity, Narrative Control, and Perpetual Economic Continuity

description:  



Zenodo Description 

V.E.N.T.U.R.E.∞™ (Venture Eternal Nexus Transcendence Universal Regenerative Empire) is a sovereign-grade venture architecture that establishes a new intellectual category in startup, finance, and governance systems design. This work defines a deterministic, founder-centric framework for venture creation, scaling, capital formation, regulatory navigation, narrative control, and long-horizon continuity—engineered as structural properties rather than probabilistic outcomes.

Unlike conventional venture models that depend on capital cycles, investor sentiment, jurisdictional arbitrage, or execution variance, V.E.N.T.U.R.E.∞™ reframes the startup as a non-displaceable economic entity. Founder authority, equity integrity, strategic coherence, and institutional continuity are treated as architectural invariants, embedded at the system level and preserved across funding stages, regulatory environments, and technological regime transitions, including post-AGI contexts.

The framework is articulated through a 7-Layer Venture-Transcendence Architecture, spanning founder equity perpetuity, capital-independent valuation propulsion, multi-jurisdictional regulatory velocity, narrative dominion mechanics, capital survivability, advanced intelligence alignment, and perpetuity-grade continuity engineering. Together, these layers constitute a unified sovereign venture stack suitable for global, multi-decade deployment.

This record establishes formal intellectual provenance and prior art for the V.E.N.T.U.R.E.∞™ architecture. The associated content is intentionally restricted to preserve proprietary control, licensing integrity, and standards-level optionality, while enabling public discoverability through metadata and DOI registration.

Access Status: Restricted (Metadata-only visibility)Purpose: Intellectual property timestamping, architectural standard definition, and long-horizon research recordScope: Venture architecture, startup governance, capital systems, regulatory design, narrative economics, post-AGI organizational continuityApplicability: Founders, policymakers, institutional strategists, sovereign innovation frameworks, advanced venture research

All rights are reserved. No reproduction, distribution, implementation, derivative use, or standards incorporation is permitted without explicit prior written authorization from the author.
DOI: 10.5281/zenodo.18314935
title: RAQAMLI IQTISODIYOT SHAROITIDA KICHIK BIZNES VA TADBIRKORLIKNI RIVOJLANTIRISHNING USTUVOR YO'NALISHLARI

description: Ushbu maqolada raqamli iqtisodiyot sharoitida kichik biznes va xususiy tadbirkorlikni rivojlantirishning nazariy asoslari, iqtisodiy ahamiyati hamda zamonaviy texnologiyalarni qo‘llash orqali samaradorlikni oshirish masalalari keng tahlil qilinadi. Raqamli platformalar, elektron tijorat, moliyaviy texnologiyalar va axborot-kommunikatsiya vositalarining kichik biznes subyektlari faoliyatiga ta’siri asoslab beriladi.
DOI: 10.5281/zenodo.18314936
title: RAQAMLI IQTISODIYOT SHAROITIDA KICHIK BIZNES VA TADBIRKORLIKNI RIVOJLANTIRISHNING USTUVOR YO'NALISHLARI

description: Ushbu maqolada raqamli iqtisodiyot sharoitida kichik biznes va xususiy tadbirkorlikni rivojlantirishning nazariy asoslari, iqtisodiy ahamiyati hamda zamonaviy texnologiyalarni qo‘llash orqali samaradorlikni oshirish masalalari keng tahlil qilinadi. Raqamli platformalar, elektron tijorat, moliyaviy texnologiyalar va axborot-kommunikatsiya vositalarining kichik biznes subyektlari faoliyatiga ta’siri asoslab beriladi.
DOI: 10.5281/zenodo.14883861
title: GeoLocator Data Package: Swainson's Warbler Migration Ecology

description: Data repository for barometric geolocator data collected on breeding Swainson's Warblers (Limnothlypis swainsonii) in the southeastern United States using multisensor geolocators (BARP50Z11-7, Migrate Technology) to study their migration ecology and migratory connectivity between eastern and western breeding populations. Using 14 recovered tags, we implement the GeoPressureR pipeline to analyze barometric pressure data and uncover migratory trajectories.
DOI: 10.5281/zenodo.18314952
title: Solanum tuberosum L. 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 16:55
DOI: 10.5281/zenodo.18314951
title: Solanum tuberosum L. 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 16:55
DOI: 10.6084/m9.figshare.29054024
title: Reasoned or Rapid Code? Unveiling the Strengths and Limits of DeepSeek for Solidity Development

description: This repository encompasses the replication package and additional data of the paper 'Reasoned or Rapid Code? Unveiling the Strengths and Limits of DeepSeek for Solidity Development' submitted for review to 'Information Sciences and Software Technology'. If the paper gets accepted for publication, the repository will be unlocked and data made publicly available.<br>The repository encompasses:All the smart contracts generated by Deepseek's V3 and R1 models.The contracts generated with Claude Opus 4 and GPT-4-oTables with normalized data summarizing our findings.Gas consumption comparison with Openzeppelin's benchmark.Javascript tests to evaluate semantic correctness and gas optimization.All the prompts used for application-specific, token contracts and vulnerability detection experimental sessions.Diagrams outlining the specific prompting workflow for contracts and vulnerability detection experiments.A subset of examples of the chain of thought for a selected sample of contracts. <br>
DOI: 10.6084/m9.figshare.29054024.v1
title: Reasoned or Rapid Code? Unveiling the Strengths and Limits of DeepSeek for Solidity Development

description: This repository encompasses the replication package and additional data of the paper 'Reasoned or Rapid Code? Unveiling the Strengths and Limits of DeepSeek for Solidity Development' submitted for review to 'Information Sciences and Software Technology'. If the paper gets accepted for publication, the repository will be unlocked and data made publicly available.<br>The repository encompasses:All the smart contracts generated by Deepseek's V3 and R1 models.The contracts generated with Claude Opus 4 and GPT-4-oTables with normalized data summarizing our findings.Gas consumption comparison with Openzeppelin's benchmark.Javascript tests to evaluate semantic correctness and gas optimization.All the prompts used for application-specific, token contracts and vulnerability detection experimental sessions.Diagrams outlining the specific prompting workflow for contracts and vulnerability detection experiments.A subset of examples of the chain of thought for a selected sample of contracts. <br>
DOI: 10.5281/zenodo.18314792
title: Parameters and diagnostics for simulations of semi-convection in rotating spherical shells

description: Boussinesq simulations of semi-convection in a rotating spherical shell. 

Including both hydrodynamic (b=0) and magnetohydrodynamic runs
DOI: 10.5281/zenodo.18314963
title: Solanum tucumanense Griseb. 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 16:55
DOI: 10.5281/zenodo.18314962
title: Solanum tucumanense Griseb. 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 16:55
DOI: 10.5281/zenodo.18314793
title: Parameters and diagnostics for simulations of semi-convection in rotating spherical shells

description: Boussinesq simulations of semi-convection in a rotating spherical shell. 

Including both hydrodynamic (b=0) and magnetohydrodynamic runs
DOI: 10.6084/m9.figshare.28308983
title: A Machine Learning Approach to Vulnerability Detection Combining Software Metrics and Topic Modelling: Evidence from Smart Contracts

description: This repository contains the code and data associated with our submission entitled 'A Machine Learning Approach to Vulnerability Detection Combining Software Metrics and Topic Modelling: Evidence from Smart Contracts'.<br>The replication package, provides the script for topic modelling, binary and multilabel classification, the code to run NMF and LDA analysis, and the dataset used for the analysis. The dataset also provides LDA and NMF models employed for the analysis, and provides plots and wordclouds for topics visualisation for both models.Further instructions are provided in the README.md.
DOI: 10.6084/m9.figshare.28308983.v1
title: A Machine Learning Approach to Vulnerability Detection Combining Software Metrics and Topic Modelling: Evidence from Smart Contracts

description: This repository contains the code and data associated with our submission entitled 'A Machine Learning Approach to Vulnerability Detection Combining Software Metrics and Topic Modelling: Evidence from Smart Contracts'.<br>The replication package, provides the script for topic modelling, binary and multilabel classification, the code to run NMF and LDA analysis, and the dataset used for the analysis. The dataset also provides LDA and NMF models employed for the analysis, and provides plots and wordclouds for topics visualisation for both models.Further instructions are provided in the README.md.
DOI: 10.5281/zenodo.18314974
title: BO'LAJAK TEXNOLOGIYA FANINI O'QITUVCHISINING KREATIV KOMPETENTLIGINI RIVOJLANTIRISH METODIKASI

description: Maqolada bo‘lajak texnologiya fanini o‘qituvchisining kreativ kompetentligini shakllantirish va rivojlantirish metodikasi tahlil qilinadi. Tadqiqotda o‘qituvchining innovatsion yondashuvi, zamonaviy pedagogik texnologiyalarni dars jarayoniga integratsiya qilish, interfaol o‘quv metodlari, loyiha va problemali o‘qitish usullarining samaradorligi o‘rganildi. Natijalar shuni ko‘rsatadiki, kreativ kompetentlikni rivojlantirish pedagogning o‘quv jarayonini samarali va qiziqarli tashkil etish, yangi pedagogik g‘oyalarni yaratish va o‘quvchilarning ijodiy faoliyatini rag‘batlantirish imkonini beradi.
DOI: 10.5281/zenodo.18314975
title: BO'LAJAK TEXNOLOGIYA FANINI O'QITUVCHISINING KREATIV KOMPETENTLIGINI RIVOJLANTIRISH METODIKASI

description: Maqolada bo‘lajak texnologiya fanini o‘qituvchisining kreativ kompetentligini shakllantirish va rivojlantirish metodikasi tahlil qilinadi. Tadqiqotda o‘qituvchining innovatsion yondashuvi, zamonaviy pedagogik texnologiyalarni dars jarayoniga integratsiya qilish, interfaol o‘quv metodlari, loyiha va problemali o‘qitish usullarining samaradorligi o‘rganildi. Natijalar shuni ko‘rsatadiki, kreativ kompetentlikni rivojlantirish pedagogning o‘quv jarayonini samarali va qiziqarli tashkil etish, yangi pedagogik g‘oyalarni yaratish va o‘quvchilarning ijodiy faoliyatini rag‘batlantirish imkonini beradi.
DOI: 10.6084/m9.figshare.31097884
title: Sternberg et al GCB dataset synthesis Matta LTER

description: This dataset contains the primary ecological data supporting the study Sternberg et al., Global Change Biology, based on a long-term rainfall-manipulation experiment conducted at the Matta Long-Term Ecological Research (LTER) site in Israel. The database includes multi-year measurements of annual Mediterranean herbaceous plant communities exposed to contrasting drought intensities and rainfall event structures. Variables comprise above-ground biomass production, species composition, species richness and diversity, functional group responses (grasses, legumes, forbs), and community stability metrics, alongside associated climatic and treatment information.
DOI: 10.6084/m9.figshare.31097884.v1
title: Sternberg et al GCB dataset synthesis Matta LTER

description: This dataset contains the primary ecological data supporting the study Sternberg et al., Global Change Biology, based on a long-term rainfall-manipulation experiment conducted at the Matta Long-Term Ecological Research (LTER) site in Israel. The database includes multi-year measurements of annual Mediterranean herbaceous plant communities exposed to contrasting drought intensities and rainfall event structures. Variables comprise above-ground biomass production, species composition, species richness and diversity, functional group responses (grasses, legumes, forbs), and community stability metrics, alongside associated climatic and treatment information.
DOI: 10.5518/1573
title: Dataset for: Polar order in a fluid like ferroelectric with a titled lamellar structure – observation of a polar smectic C (SmCP) phase

description: Complete raw data associated with the paper "Polar order in a fluid like ferroelectric with a titled lamellar structure – observation of a polar smectic C (SmCP) phase ".
DOI: 10.5281/zenodo.18315005
title: BOLALAR MUSIQA VA SAN'AT MAKTABLARIDA SOLFEDJIO FANINI ZAMONAVIY PEDAGOGIK TEXNOLOGIYALAR ORQALI O'QITISHNI TAKOMILLASHTIRISH

description: Mazkur maqolada bolalar musiqa va san’at maktablarida solfedjio fanini o‘qitish samaradorligini oshirishda zamonaviy pedagogik texnologiyalarning o‘rni yoritiladi. Solfedjio darslarini interfaol metodlar, AKT vositalari, integratsion mashg‘ulotlar hamda kreativ yondashuv asosida tashkil etish orqali o‘quvchilarning eshitish, ritm, intonatsiya va nazariy bilimlari rivojlantirilishi tahlil qilinadi.
DOI: 10.5281/zenodo.18315006
title: BOLALAR MUSIQA VA SAN'AT MAKTABLARIDA SOLFEDJIO FANINI ZAMONAVIY PEDAGOGIK TEXNOLOGIYALAR ORQALI O'QITISHNI TAKOMILLASHTIRISH

description: Mazkur maqolada bolalar musiqa va san’at maktablarida solfedjio fanini o‘qitish samaradorligini oshirishda zamonaviy pedagogik texnologiyalarning o‘rni yoritiladi. Solfedjio darslarini interfaol metodlar, AKT vositalari, integratsion mashg‘ulotlar hamda kreativ yondashuv asosida tashkil etish orqali o‘quvchilarning eshitish, ritm, intonatsiya va nazariy bilimlari rivojlantirilishi tahlil qilinadi.
DOI: 10.5281/zenodo.18315040
title: 14–16 YOSHLI ERKIN KURASHCHILARGA TEXNIK-TAKTIK MASHG'ULOTLARNI O'RGATUVCHI METODIKANI TAKOMILLASHTIRISH

description: Maqolada 14–16 yoshli erkin kurashchilarga texnik-taktik mashg‘ulotlarni o‘rgatishning ilmiy-metodik asoslari, samarali trening mexanizmlari va innovatsion pedagogik yondashuvlar tahlil qilinadi. Tadqiqotda yosh sportchilarning texnik tayyorgarligi, jismoniy imkoniyatlari, taktik fikrlash qobiliyati va raqib harakatlarini prognoz qilish malakalari asosiy e’tibor markazida bo‘lgan. Maqolada individual va guruh mashg‘ulotlarini tashkil etish, progresiv yuklamalar berish, interaktiv metodlar va zamonaviy texnologiyalar orqali trening samaradorligini oshirish tavsiyalari keltirilgan. Tadqiqot natijalari shuni ko‘rsatadiki, metodik yondashuvning ilmiy asosda takomillashtirilishi yosh kurashchilarning texnik va taktik kompetensiyasini sezilarli darajada rivojlantiradi.
DOI: 10.5281/zenodo.18315039
title: 14–16 YOSHLI ERKIN KURASHCHILARGA TEXNIK-TAKTIK MASHG'ULOTLARNI O'RGATUVCHI METODIKANI TAKOMILLASHTIRISH

description: Maqolada 14–16 yoshli erkin kurashchilarga texnik-taktik mashg‘ulotlarni o‘rgatishning ilmiy-metodik asoslari, samarali trening mexanizmlari va innovatsion pedagogik yondashuvlar tahlil qilinadi. Tadqiqotda yosh sportchilarning texnik tayyorgarligi, jismoniy imkoniyatlari, taktik fikrlash qobiliyati va raqib harakatlarini prognoz qilish malakalari asosiy e’tibor markazida bo‘lgan. Maqolada individual va guruh mashg‘ulotlarini tashkil etish, progresiv yuklamalar berish, interaktiv metodlar va zamonaviy texnologiyalar orqali trening samaradorligini oshirish tavsiyalari keltirilgan. Tadqiqot natijalari shuni ko‘rsatadiki, metodik yondashuvning ilmiy asosda takomillashtirilishi yosh kurashchilarning texnik va taktik kompetensiyasini sezilarli darajada rivojlantiradi.
DOI: 10.4121/35ecf007-3177-45e5-921b-be4e0d7fcb5b
title: Data underlying the paper "Cartilage Organoids from Articular Chondroprogenitor Cells and Their Potential to Produce Neo-Hyaline Cartilage"

description: This is the raw data supporting the figures in the publication called "Cartilage Organoids from Articular Chondroprogenitor Cells and Their Potential to Produce Neo-Hyaline Cartilage". In this publication, the possibility of human articular chondroprogenitor cells (hACPCs) to produce cartilage organoids in a scalable manner for cartilage tissue engineering was investigated. This was compared to a previously published concept of creating cartilage organoids using human articular chondrocytes (hPACs) and a porcine matrix additive, called notochordal cell-derived matrix (NCM). To assess the quality of the hACPC and hPAC organoids, multiple analysis methods were used. First, macroscopic imaging combined with image analysis in Fiji was used to determine the size and number of organoids produced. Biochemical assays for sulfated glycosaminoglycans (sGAGs) and DNA content, together with histological staining for GAGs and immunohistochemistry for collagens type II, I, VI provided insight into the matrix composition and distribution in the organoids. In addition to matrix evaluation, the cells were characterized using immunohistochemistry for Ki67 and SOX9. After analyzing the hACPC and hPAC organoids, their fused constructs were again evaluated based on macroscopic images and the same biochemical assays, histological staining, and immunohistochemical analysis. In addition, the cell position after organoid fusion was visualized by using green and red fluorescent cell membrane labels before fusion and imaged with confocal microscopy after the fusion culture. Using these analysis methods, it was concluded that the hACPCs self-assembled into organoids and produced plenty extracellular matrix after stimulation with BMP-9. Moreover, the hACPC organoids and their fused constructs showed a more uniform matrix and cell distribution compared to the hPAC organoids. This highlights the potential of hACPC organoids for scalable cartilage tissue engineering.
DOI: 10.4121/35ecf007-3177-45e5-921b-be4e0d7fcb5b.v1
title: Data underlying the paper "Cartilage Organoids from Articular Chondroprogenitor Cells and Their Potential to Produce Neo-Hyaline Cartilage"

description: This is the raw data supporting the figures in the publication called "Cartilage Organoids from Articular Chondroprogenitor Cells and Their Potential to Produce Neo-Hyaline Cartilage". In this publication, the possibility of human articular chondroprogenitor cells (hACPCs) to produce cartilage organoids in a scalable manner for cartilage tissue engineering was investigated. This was compared to a previously published concept of creating cartilage organoids using human articular chondrocytes (hPACs) and a porcine matrix additive, called notochordal cell-derived matrix (NCM). To assess the quality of the hACPC and hPAC organoids, multiple analysis methods were used. First, macroscopic imaging combined with image analysis in Fiji was used to determine the size and number of organoids produced. Biochemical assays for sulfated glycosaminoglycans (sGAGs) and DNA content, together with histological staining for GAGs and immunohistochemistry for collagens type II, I, VI provided insight into the matrix composition and distribution in the organoids. In addition to matrix evaluation, the cells were characterized using immunohistochemistry for Ki67 and SOX9. After analyzing the hACPC and hPAC organoids, their fused constructs were again evaluated based on macroscopic images and the same biochemical assays, histological staining, and immunohistochemical analysis. In addition, the cell position after organoid fusion was visualized by using green and red fluorescent cell membrane labels before fusion and imaged with confocal microscopy after the fusion culture. Using these analysis methods, it was concluded that the hACPCs self-assembled into organoids and produced plenty extracellular matrix after stimulation with BMP-9. Moreover, the hACPC organoids and their fused constructs showed a more uniform matrix and cell distribution compared to the hPAC organoids. This highlights the potential of hACPC organoids for scalable cartilage tissue engineering.
DOI: 10.5281/zenodo.15267508
title: Fatigue performance of high-strength low-alloy DED-Arc components with Zn+Al2O3 low-pressure cold spray coating

description: Data to publication "Fatigue performance of high-strength low-alloy DED-Arc components with Zn+Al2O3 low-pressure cold spray coating"; DOI: https://doi.org/10.1007/s40194-025-02262-5
DOI: 10.5281/zenodo.15267509
title: Fatigue performance of high-strength low-alloy DED-Arc components with Zn+Al2O3 low-pressure cold spray coating

description: Data to publication "Fatigue performance of high-strength low-alloy DED-Arc components with Zn+Al2O3 low-pressure cold spray coating"; DOI: https://doi.org/10.1007/s40194-025-02262-5