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Research Notes

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Research Note #1
April 2026
Published

The foundational research note for the Apex G-Score. Covers the complete scoring methodology, six years of backtesting across nine independent periods, quintile analysis, archetype-level performance, axis-level predictive power, and Kill Switch validation. 16 pages, 13 exhibits, 9 academic references.

Q5–Q1 ROE gap: +12.4pp average across 9/9 positive periods
Archetype spread: Celestial +15.1% vs Time Bomb −12.4% (27.5pp gap, 2-yr cumulative)
Axis independence: T → profitability, B → loss avoidance, R → leverage (all significant)
Kill Switch: 433% avg debt ratio (2.7× market), 33% forward loss rate
Sample Deliverable
April 2026
Published

A sample individual scorecard showing how the G-Score evaluates a single company. TBR axis scores, item-level ratings, radar profile, archetype classification, Kill Switch status, and analyst summary — in a one-page format. Illustrative only; not an actual client report.

Research Note #2
2026
Coming Next
The Poison Apple Phenomenon: Detailed Data

Companies with near-perfect transparency and concentrated power. A deep dive into the 28 KOSPI Poison Apple firms — their financial profiles, executive compensation patterns, board structures, and why single-score governance ratings systematically fail to identify them. Includes KOSDAQ comparison: 20.7% Poison Apple prevalence with zero Celestials.

Research Note #3
2026
Coming Next
Kill Switch Companies: Debt, Revenue Decline, and Early Warning Signals

A focused analysis of the Kill Switch mechanism — the binary override that identifies firms whose governance structures enable rapid concentration of control or destruction of minority value. Forward-looking validation: loss rates, debt deterioration, and revenue decline in subsequent years.

Research Note #4
2026
Coming Next
KOSPI vs. KOSDAQ: A Structural Governance Divide

Zero Celestial firms. 80.5% D-grade. KOSDAQ firms score higher on Transparency but dramatically lower on Balance and Risk. Within comparable archetypes, KOSDAQ firms underperform KOSPI by 8–12 percentage points. Why governance screening on KOSDAQ is a prerequisite, not a refinement.

Research Note #5
2026
Coming Next
TBR Axis Validation: Three Dimensions, Three Financial Outcomes

Full statistical validation of the three-axis architecture. Why Transparency predicts profitability, Balance predicts loss avoidance, and Risk predicts leverage — and why collapsing them into one score destroys the diagnostic information that matters most. Correlation matrices, regression analysis, and robustness tests.

Citation

How to cite our work

You, Y. (2026). Apex G-Score Backtest Results: Full Methodology and Evidence (2020–2025). Apex Governance LLC, Research Note #1.

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