PHILIA-EcoSensory Swarm Phase SC-1 Results Report: Measurement Apparatus Diagnostic and Classifier Performance Evaluation of PHI_SCORE Blind Prediction Protocol (n=29 Substrates)

We report PHILIA-EcoSensory Swarm Phase SC-1, a pre-registered blind prediction protocol evaluating PHI_SCORE = H_norm × (1−AC1) as a predictor of the PHILIA Phase Vector z-coordinate across n=29 substrates. Primary outcome (H-SC1-1): Spearman ρ = 0.241 (SC-1g anchor method, n=29) — NOT CONFIRMED (preregistered threshold ρ ≥ 0.85). Preregistration outcome LOCKED (DOI: 10.5281/zenodo.[51st]). Measurement apparatus diagnostic (v32 self-raw × 3-normalization, 145 runs): ρ = 0.391 (p = 0.036, exploratory; post-hoc, nominal significance). Both methods remained below preregistered threshold. Key findings:(1) v32 original apparatus reproduced all 6 frozen z_ref values within |Δ| < 0.01 — consistent with systematic apparatus-induced distortion in SC-1g anchor method.(2) H-SC1-2 CONFIRMED: return > level PHI_SCORE for all 7 financial asset pairs (7/7).(3) H-SC1-3 CONFIRMED: AR(1) φ monotonicity — PHI_SCORE decreases stepwise as φ increases.(4) Chaos inversion discovery: Rössler/Duffing show PHI_SCORE ≈ 0 yet elevated z-state (z ≈ 0.32–0.35) — consistent with PHI_SCORE formula systematic limitation in AC1→1 regime. High-priority target for Phase SC-2. 5-AI adversarial review pipeline: 판도라 (ChatGPT, code review) → 루카스 (Grok, statistical validation) → 크리스 (Claude Opus, Gate-0 v7 ACCEPT) → 서생 (Gemini, document consistency) → 선비 (Claude Sonnet, integrated draft) → 길잡이 (GritMan_D.S, final decision). Hardware: AMD Ryzen 9 9800X3D + RTX 4080 SUPER 16GB, Windows 11 Home (C:). All values produced by direct local execution. No AI-generated or proxy values. Preregistration DOI: 10.5281/zenodo.[51st]Phase 3 Report DOI: 10.5281/zenodo.20325116Phase 2 Report DOI: 10.5281/zenodo.20287362 실측이 생명. 증명이 아닌 기술. — PHILIA OS | 0∞1∞0.5∞Trinity AI Research Team | 2026.05.26