Justice Beacon Solutions Doctrine Framework™ (JB-DOF™): The Operational Assessment Standard for Justice Decision Observability™ Formal Measurement and Scoring Standard for Decision Governance (Version 1.2)

The Justice Beacon Doctrine Framework™ (JB-DOF™) establishes the first formal operational assessment standard for Justice Decision Observability™ (JDO™), defining how decision-making behavior within AI-supported justice systems can be measured, reconstructed, and governed. The framework introduces a structured measurement model across five operational domains, enabling continuous observation, decision pathway reconstruction, and cross-system comparability. Integrated with the Decision Risk Pattern Index™ (DRPI™), the framework extends beyond event-based analysis to enable pattern identification and predictive governance. This document defines the governance architecture, measurement domains, operational flow, and maturity model required to transform fragmented decision environments into measurable, observable, and governable systems. JB-DOF™ is designed for use by justice agencies, oversight bodies, legal stakeholders, and technology providers seeking to understand and manage human decision-making behavior in high-stakes environments.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-23
DOI
https://doi.org/10.5281/zenodo.19186029
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Justice Beacon Solutions Doctrine Framework™ (JB-DOF™): The Operational Assessment Standard for Justice Decision Observability™ Formal Measurement and Scoring Standard for Decision Governance (Version 1.2)

Stephanie Fleming, Janna M. Broaddus
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Justice Beacon Solutions Doctrine Framework™ (JB-DOF™): The Operational Assessment Standard for Justice Decision Observability™ Formal Measurement and Scoring Standard for Decision Governance (Version 1.2)

Stephanie Fleming, Janna M. Broaddus
article en

Abstract

The Justice Beacon Doctrine Framework™ (JB-DOF™) establishes the first formal operational assessment standard for Justice Decision Observability™ (JDO™), defining how decision-making behavior within AI-supported justice systems can be measured, reconstructed, and governed. The framework introduces a structured measurement model across five operational domains, enabling continuous observation, decision pathway reconstruction, and cross-system comparability. Integrated with the Decision Risk Pattern Index™ (DRPI™), the framework extends beyond event-based analysis to enable pattern identification and predictive governance. This document defines the governance architecture, measurement domains, operational flow, and maturity model required to transform fragmented decision environments into measurable, observable, and governable systems. JB-DOF™ is designed for use by justice agencies, oversight bodies, legal stakeholders, and technology providers seeking to understand and manage human decision-making behavior in high-stakes environments.

Zenodo (CERN European Organization for Nuclear Research)
United States Department of Justice (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 13%
Ethics and Social Impacts of AI
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