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Restore files after corruption. Reclaiming resonance.
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docs/triadic_coordination_substrate/DOI-list.txt

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vST for Scientific Simulators
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<a href="https://doi.org/10.5281/zenodo.18323052"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.18323052.svg" alt="DOI"></a>
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vST for Robotics and Control Policies
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<a href="https://doi.org/10.5281/zenodo.18323277"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.18323277.svg" alt="DOI"></a>
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vST for Embedding Stores & Vector Databases
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<a href="https://doi.org/10.5281/zenodo.18323445"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.18323445.svg" alt="DOI"></a>
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vST for Generative Models
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<a href="https://doi.org/10.5281/zenodo.18323571"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.18323571.svg" alt="DOI"></a>
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vST for Multi-Model Alignment
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<a href="https://doi.org/10.5281/zenodo.18323685"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.18323685.svg" alt="DOI"></a>
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Structural Life‑Regime Profiles
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<a href="https://doi.org/10.5281/zenodo.18330076"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.18330076.svg" alt="DOI"></a>
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https://zenodo.org/records/18322485
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https://zenodo.org/records/18323052
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https://zenodo.org/records/18323277
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https://zenodo.org/records/18323445
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https://zenodo.org/records/18323571
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https://zenodo.org/records/18323685
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https://zenodo.org/records/18330076
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10.5281/zenodo.18322485
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10.5281/zenodo.18322815
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10.5281/zenodo.18323052
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10.5281/zenodo.18323445
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10.5281/zenodo.18323571
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10.5281/zenodo.18330076
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docs/vst_for_embedding_stores_vector_databases/CITATION.cff

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cff-version: 1.2.0
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title: "vST for Scientific Simulators"
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title: "vST for Embedding Stores & Vector Databases"
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message: "If you use this artifact, please cite it using the metadata below."
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type: software
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authors:
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orcid: "https://orcid.org/0009-0002-2282-5460"
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version: "1.0.0"
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date-released: "2026-01-21"
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doi: 10.5281/zenodo.18323052
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doi: 10.5281/zenodo.18323445
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repository-code: "https://github.com/umaywant2/TriadicFrameworks"
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keywords:
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- vST
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2020
- Alignment
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- Drift Detection
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abstract: >
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This artifact defines the Validation-Space-Time (vST) framework for Scientific Simulators.
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This artifact defines the Validation-Space-Time (vST) framework for Embedding Stores & Vector Databases.
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It includes substrate definitions, regime structures, scaling behavior,
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projection and alignment methods, validation layers, drift detection,
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examples, and appendices. It is part of the seven-artifact vST canon.

docs/vst_for_embedding_stores_vector_databases/zenodo.json

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{
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"title": "vST for Protein Language Models",
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"title": "vST for Embedding Stores & Vector Databases",
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"upload_type": "software",
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"publication_type": "article",
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"description": "This artifact defines the Validation-Space-Time (vST) framework for Protein Language Models, including substrate definitions, regime structures, scaling behavior, projection and alignment methods, validation layers, drift detection, examples, and appendices. It is part of the seven-artifact vST canon.",
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"description": "This artifact defines the Validation-Space-Time (vST) framework for Embedding Stores & Vector Databases, including substrate definitions, regime structures, scaling behavior, projection and alignment methods, validation layers, drift detection, examples, and appendices. It is part of the seven-artifact vST canon.",
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"doi": "10.5281/zenodo.18322815",
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"creators": [
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docs/vst_for_generative_models/CITATION.cff

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cff-version: 1.2.0
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title: "vST for Scientific Simulators"
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title: "vST for Generative Models"
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message: "If you use this artifact, please cite it using the metadata below."
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type: software
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authors:
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orcid: "https://orcid.org/0009-0002-2282-5460"
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version: "1.0.0"
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date-released: "2026-01-21"
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doi: 10.5281/zenodo.18323052
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doi: 10.5281/zenodo.18323571
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repository-code: "https://github.com/umaywant2/TriadicFrameworks"
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keywords:
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- vST
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2020
- Alignment
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- Drift Detection
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abstract: >
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This artifact defines the Validation-Space-Time (vST) framework for Scientific Simulators.
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This artifact defines the Validation-Space-Time (vST) framework for Generative Models.
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It includes substrate definitions, regime structures, scaling behavior,
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projection and alignment methods, validation layers, drift detection,
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examples, and appendices. It is part of the seven-artifact vST canon.
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docs/vst_for_generative_models/zenodo.json

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{
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"title": "vST for Protein Language Models",
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"title": "vST for Generative Models",
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"upload_type": "software",
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"description": "This artifact defines the Validation-Space-Time (vST) framework for Protein Language Models, including substrate definitions, regime structures, scaling behavior, projection and alignment methods, validation layers, drift detection, examples, and appendices. It is part of the seven-artifact vST canon.",
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"doi": "10.5281/zenodo.18322815",
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"description": "This artifact defines the Validation-Space-Time (vST) framework for Generative Models, including substrate definitions, regime structures, scaling behavior, projection and alignment methods, validation layers, drift detection, examples, and appendices. It is part of the seven-artifact vST canon.",
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"doi": "10.5281/zenodo.18323571",
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"creators": [
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"name": "Loswin, Nawder",

docs/vst_for_multi_model_alignment/CITATION.cff

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orcid: "https://orcid.org/0009-0002-2282-5460"
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version: "1.0.0"
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date-released: "2026-01-21"
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doi: 10.5281/zenodo.18323052
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doi: 10.5281/zenodo.18323685
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repository-code: "https://github.com/umaywant2/TriadicFrameworks"
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keywords:
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- vST
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docs/vst_for_multi_model_alignment/zenodo.json

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"upload_type": "software",
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"publication_type": "article",
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"description": "This artifact defines the Validation-Space-Time (vST) framework for Multi-Model Alignment, including substrate definitions, regime structures, scaling behavior, projection and alignment methods, validation layers, drift detection, examples, and appendices. It is part of the seven-artifact vST canon.",
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"doi": "10.5281/zenodo.18322815",
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"doi": "10.5281/zenodo.18323685",
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"creators": [
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{
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"name": "Loswin, Nawder",

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