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April 3, 20260 citationsOpen Access

JDO-2026-009 — Model Governance Event Reconstruction Report Template: Standard Format for Execution-Layer Decision Documentation (Version 1.2)

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SFStephanie FlemingJBJanna M. Broaddus

Key Points

  • The report aims to establish a standardized format for documenting decision-making processes in AI-supported systems within justice environments.
  • Developed a report template for governance event reconstruction.
  • Outlined processes for capturing interactions between automated signals and human decisions.
  • Translated existing protocols into a formal documentation artifact.
  • Established a structure for documenting decision conditions and outcomes.
  • Provides a consistent format for decision documentation across various justice institutions.
  • Facilitates the reconstruction of decision pathways from AI signals to outcomes.
  • Enhances transparency in how decisions are made involving discretionary authority.

Abstract

Justice Decision Observability™ (JDO™) defines the execution-layer governance discipline responsible for documenting how human decision-makers interpret and act on AI-supported system outputs in real-world operational environments. This document, JDO-2026-009, establishes the Model Governance Event Reconstruction Report Template as a standardized format for documenting decision pathway reconstruction following governance-relevant events within justice systems. The template provides a structured reporting framework for capturing the sequence of interactions between automated signals, human interpretation, discretionary authority, and resulting operational outcomes. It translates the Governance Event Reconstruction Protocol (JDO-2026-008) and Decision Pathway Reconstruction Methodology (JDO-2026-007) into a formal documentation artifact that preserves how decisions were made at the execution layer. The Model Governance Event Reconstruction Report Template standardizes how institutions document: The emergence and handling of automated system signals The reconstruction of decision pathways from signal to outcome The conditions under which human authority and discretion were exercised The relationship between system-generated information and institutional action This reporting format is descriptive, system-level, and non-adversarial. It does not evaluate algorithmic performance, determine legal compliance, or assign individual fault. Instead, it provides a consistent and defensible structure for documenting governance conditions surrounding decision-making. JDO-2026-009 functions as a core component of the Justice Decision Observability™ canonical series, enabling institutions to produce structured, repeatable, and transparent records of execution-layer decision behavior across corrections, community supervision, courts, and other AI-supported justice environments.

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Cite This Study

Fleming et al. (2026) studied this question.

synapsesocial.com/papers/69cf5de95a333a821460beadhttps://doi.org/10.5281/zenodo.19343415
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1JDO-2026-008 — Governance Event Reconstruction Protocol: Standard Method for Execution-Layer Decision Analysis (Version 1.2)2026
  2. 2JDO-2026-010 — Governance Implementation Standard: Institutional Requirements for Execution-Layer Decision Governance (Version 1.2)2026
  3. 3JDO-2026-011 — Justice Decision Observability™ (JDO™): Framework Series Overview and System Architecture (Version 1.3)2026
  4. 4JDO-2026-013 —Justice Decision Observability™ (JDO™)JDO-2026-013 — Practitioner Guide (1.2)2026
  5. 5Justice Decision Observability™: Decision Pathway Reconstruction Methodology (Version 1.2)2026