ROSE – Research Open Science Environment: The Rise of Semantic Governance in Data Science

This paper introduces a cognitive, self-healing data curation architecture that combines the Rose Data Flow orchestration framework with Gemini 3 Pro for FAIR-compliant, AI-assisted scientific data management.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-31
DOI
https://doi.org/10.5281/zenodo.18102745
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
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article

ROSE – Research Open Science Environment: The Rise of Semantic Governance in Data Science

Danielle Sampaio Monteiro
Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

ROSE – Research Open Science Environment: The Rise of Semantic Governance in Data Science

Danielle Sampaio Monteiro
article en

Abstract

This paper introduces a cognitive, self-healing data curation architecture that combines the Rose Data Flow orchestration framework with Gemini 3 Pro for FAIR-compliant, AI-assisted scientific data management.

Zenodo (CERN European Organization for Nuclear Research)
Hospital Universitário da Universidade de São Paulo (BR)
Openalex Percentile: Top 21%
Research Data Management Practices
DOIOpen Access PDFOpenAlex
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ROSE – Research Open Science Environment: The Rise of Semantic Governance in Data Science — Danielle Sampaio Monteiro · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS