PHILIA OS 182-Substrate Exploratory Analysis: Convergent Five-fold Confirmation of Substrate-Dominant z-Score Structure (SC-8 through SC-10)

This report presents the results of an exploratory analysis conducted on the PHILIA OS z-score dataset comprising 182 substrates across five confirmatory campaigns (SC-8 through SC-10, seeds [67–91], k=5 campaigns, 4,550 total runs). The analysis spans 14 exploratory items organized into five bundles, executed via a unified modular analysis script (philia_explore_all.py v1.1) following Gate-0 v10 protocol. The central finding is unambiguous: PHILIA's z-score structure is substrate-dominant, family-hierarchical, and AR(1)-axis-organized. Campaign effects are negligible (SS_campaign = 0.034%), at or below the level of measurement noise. Five independent lines of evidence converge on this conclusion:(1) PCA decomposition: PC1 = 94.26%, SS_substrate = 93.32%(2) Intraclass correlation: ICC(2,1) ≥ 0.97 for all non-Synthetic families (T+E = 0.9936)(3) AR(1) φ-sweep monotonicity: grand ρ = −0.9938, Linear R² = 0.864, no saturation(4) 3D phase-space geometry: Synthetic centroid distance ≥ 2.96 from all real-world families(5) Meta-stability analysis: z_cv ≤ 0.06 for non-Synthetic; "high z ≠ stable z" paradox confirmed Five key discoveries are reported: (KD-1) L-13 campaign drift close-out candidate; (KD-2) Synthetic vs. Non-Synthetic structural bifurcation confirmed by five independent metrics; (KD-3) AR(1) φ-sweep acceleration (no saturation) at high φ; (KD-4) high-z ≠ stable-z paradox; (KD-5) 2-tier campaign pattern (Δ = +0.004, candidate signal). This report serves as the empirical baseline for SC-11 pre-registration (85th DOI candidate), providing three formally specified hypotheses: H-Primary β (PCA structural test), H-Secondary δ (AR(1) φ-sweep linearity), and H-Tertiary γ (2-family model validation). Gate-0 v10 review: UNCONDITIONAL ACCEPT (Cycle 2, Chris / Claude Opus / Anthropic, 2026.06.19).Analysis script: philia_explore_all.py v1.1 (Gate-0 UNCONDITIONAL ACCEPT, 2026.06.19).Registry SHA256: 3948b55114a6bad44296fa78cb6d53f8fc89d553137d3e6c0d683023344f7c9a Related DOIs:- 83rd DOI (AR(1) Canonical Relationship Declaration v1.1): 10.5281/zenodo.20746906- 82nd DOI (SC-10 Results): 10.5281/zenodo.20740910- 81st DOI (SC-10 Pre-registration): 10.5281/zenodo.20726536 Trinity AI Research Team | Konyang University | 2026.06.19실측이 생명. 증명이 아닌 기술. — PHILIA OS | 0∞1∞0.5∞Measurement is life. Description, not proof.