BMMS White Paper v0.4: Scientific and Technical Review Edition

This public-release white paper presents an evidence-first research and engineering framework for semantic NLP, hybrid retrieval and maritime decision support. It distinguishes verified current evidence, historical TASK-010 retrieval results, and proposed research. It documents role separation across lexical retrieval, semantic embeddings, PostgreSQL/pgvector, LLM assistance, bounded Jev/JEV evaluation, and Nimble-assisted public-source discovery. It does not claim production readiness, operational deployment, or independent peer-reviewed validation. The record includes the public PDF and editable DOCX source for BMMS White Paper v0.4.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-08
DOI
https://doi.org/10.5281/zenodo.24058964
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
0.00
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article

BMMS White Paper v0.4: Scientific and Technical Review Edition

Murat Can Başkan
2 links
Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
article

BMMS White Paper v0.4: Scientific and Technical Review Edition

Murat Can Başkan
article en

Abstract

This public-release white paper presents an evidence-first research and engineering framework for semantic NLP, hybrid retrieval and maritime decision support. It distinguishes verified current evidence, historical TASK-010 retrieval results, and proposed research. It documents role separation across lexical retrieval, semantic embeddings, PostgreSQL/pgvector, LLM assistance, bounded Jev/JEV evaluation, and Nimble-assisted public-source discovery. It does not claim production readiness, operational deployment, or independent peer-reviewed validation. The record includes the public PDF and editable DOCX source for BMMS White Paper v0.4.

Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
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BMMS White Paper v0.4: Scientific and Technical Review Edition — Murat Can Başkan · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS