Research Project · Apr 2026

Epiphenomenon@Trove

A structural analysis of Australian threat discourse, institutional coherence, and civilisational stress across 125 years — using the Complex Adaptive Model System (CAMS) and the National Library of Australia's digitised press archive.

1900–2026 8 CAMS nodes Five-scorer ensemble 55M+ Trove documents

Human systems do not fail at random. Their stress builds in patterns.

Framework
CAMS
Complex Adaptive Model System — eight institutional nodes scored on Coherence, Capacity, Stress, Abstraction
Primary corpus
Trove + Hansard
National Library of Australia digitised press 1900–1954; Parliamentary Hansard 2006–2025
Key metric
Shield Hypertrophy Index
SHI = Shield NV − mean(Lore NV, Archive NV); alarm at +3.0, critical at +5.0
Validation
Five-scorer ensemble
Findings tested for robustness across five independent scoring passes; inter-scorer variance reported
Project Articles
Arc Story · Australia

The Enemy Factory

How Australian public discourse has repeatedly manufactured foreign threats — from the Yellow Peril panics of the 1900s through Red Scare to the contemporary China Threat. A structural reading of 125 years of anxiety.

Read the arc story →
Working Paper · WWI · WWII

Without Hindcasting

Can structural CAMS signals detect societal crisis before the fact? A without-hindsight analysis of Germany, UK, Russia, and Norway across both World Wars — testing whether the Shield Hypertrophy Index provides actionable lead time.

Read the working paper →
Interactive · Charts · Data

Data Explorer

Explore the underlying datasets interactively. Trove threat discourse frequency, Hansard parliamentary language, Australia's CAMS structural profile, and Germany's pre-war Shield Hypertrophy trajectory — all in one place.

Explore the data →