Kappa (κ) - Temporal Calibration of Entropic Cost in VCore-Governed Systems

This work introduces Kappa (κ) as a foundational temporal calibration constant within the VCore–CET framework. Building upon the Temporal Governance Framework (VCore) and the Temporal Entropic Cost (CET), this paper addresses a structural gap in temporal metrics: the absence of calibration mechanisms capable of normalizing coherence degradation into governable temporal cost. Kappa (κ) functions as a proportional factor that links the rate of internal coherence loss to the effective accumulation of temporal entropic cost, enabling normalization, cross-system comparability, and decision-level governance. Through κ, CET transitions from a relative trajectory signal to a calibrated metric suitable for anticipatory governance across heterogeneous systems. The paper further introduces the concept of Temporal Cost Units (KU) as discrete operational units derived from κ-normalized CET, allowing temporal cost to be quantified, tracked, and constrained within decision processes. This publication constitutes a foundational extension of the VCore–CET corpus and formalizes temporal calibration as a core requirement for sustainable governance of complex systems under uncertainty.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-02
DOI
https://doi.org/10.5281/zenodo.18458947
Primary Topic
Sustainability and Climate Change Governance
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Kappa (κ) - Temporal Calibration of Entropic Cost in VCore-Governed Systems

Rafael Felippe VOIGT
Zenodo (CERN European Organization for Nuclear Research)
Sustainability and Climate Change Governance
article

Kappa (κ) - Temporal Calibration of Entropic Cost in VCore-Governed Systems

Rafael Felippe VOIGT
article en

Abstract

This work introduces Kappa (κ) as a foundational temporal calibration constant within the VCore–CET framework. Building upon the Temporal Governance Framework (VCore) and the Temporal Entropic Cost (CET), this paper addresses a structural gap in temporal metrics: the absence of calibration mechanisms capable of normalizing coherence degradation into governable temporal cost. Kappa (κ) functions as a proportional factor that links the rate of internal coherence loss to the effective accumulation of temporal entropic cost, enabling normalization, cross-system comparability, and decision-level governance. Through κ, CET transitions from a relative trajectory signal to a calibrated metric suitable for anticipatory governance across heterogeneous systems. The paper further introduces the concept of Temporal Cost Units (KU) as discrete operational units derived from κ-normalized CET, allowing temporal cost to be quantified, tracked, and constrained within decision processes. This publication constitutes a foundational extension of the VCore–CET corpus and formalizes temporal calibration as a core requirement for sustainable governance of complex systems under uncertainty.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 78%
Sustainability and Climate Change Governance
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.