Next-Generation Metadata (NGM) Framework 5 deliverables

A vendor-friendly metadata schema and protocol enabling automatic transfer of detailed hardware configuration data from microscopy instrument manufacturers to researchers.

1-1 Core Linked Data Framework active

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1-2 Hardware Descriptor Schema active

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1-3 Software Components planned

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1-4 Storage Backends planned

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1-5 Community/Vendor Coordination planned

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Micro-Meta Platform Frontend (MMPF) 3 deliverables
A user-centric Graphical User Interface (GUI) designed for authoring, reviewing, and editing NGM-encoded hardware descriptors.
2-1 Extend Base Client Capabilities development

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2-2 Reading and Writing NGM planned

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2-3 Integration with Micro-Meta Platform Backend planned

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Micro-Meta Platform Backend (MMPB) 5 deliverables

A scalable service infrastructure that manages PIDs creation, metadata deposition, and interlinking of hardware descriptors with data and publications and post publication exploration, citation and data annotation. MMPB will incorporate exploratory Large Language Model (LLM) techniques to extract metadata from unstructured instrument technical documents, enhancing metadata completeness and quality.

3-1 Micro-Meta Platform Development & Deployment development

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3-2 Micro-Meta Platform Maintenance/Support planned

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3-3 Synchronization of RRID with CoreMarketplace development

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3-4 Automate the Seamless Generation of PIDs planned

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3-5 PHD-aware Search Indexing Enhancements development

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Coordinated Testing, Validation, Outreach and Dissemination 4 deliverables
Actively engaging research scientists, core-facility staff, and data librarians to obtain early feedback during software development to ensure usability; implementing targeted education and training on FAIR practices, persistent identifiers (PIDs), and metadata registries at venues and organizations specifically selected to maximize impact; and creating technical documentation for microscopy hardware to support future community learning.
4-1 Consult ahead of development active

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4-2 Improved usability by integrating user-evaluation active

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4-3 Training and Education Strategy planned

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4-4 Curated corpus of microscope technical material planned

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