PHILIA-EcoSensory Swarm Phase SC-5 Exploratory Report: Context-Modulated Structural Relationship — AC1 Dose-Response Pattern, Category Decomposition, and Cross-Pool Heterogeneity (n=155)
PHILIA-EcoSensory Swarm Phase SC-5 Exploratory Report: Context-Modulated Structural Relationship — AC1 Dose-Response Pattern, Category Decomposition, and Cross-Pool Heterogeneity (n=155)
This exploratory report presents a post-hoc raw reanalysis of the PHILIA Phase SC-4 confirmatory results (DOI: 10.5281/zenodo.20542015), examining the internal structure of the confirmed MSE↔z association (ρ=+0.6592, n=155) without additional simulations. Three analyses were conducted using philia_sc4_confirmatory_main_results.json (SHA256: 1c70ad7a4fac876f57ddc744c52bf59b4c51d5f29902907f323b3d18748f0273): (1) AC1 Dose-Response Sweep (θ ∈ {0.50–0.99}): ρ(MSE,z) increases monotonically as AC1 threshold decreases (Full +0.4324 → AC1 +0.25 (n=155 pooled, one-sided)- H-SC6-Secondary: ρ(MSE, z) ≥ +0.55 in AC1<0.95 strata (one-sided) No additional simulations. All values from direct local execution by GritMan_D.S.Hardware: AMD Ryzen 9 9800X3D + RTX 4080 SUPER, Windows 11 (C:\PHILIA).5-AI adversarial review: 서생 (UNCONDITIONAL APPROVAL) / 판도라 (DOI 발행 적합) / 루카스 (Zenodo 발행 수준) / 크리스 (Gate-0 v10 Cycle 2 UNCONDITIONAL ACCEPT). SC-4 Results DOI: 10.5281/zenodo.20542015SC-4 Pre-registration DOI: 10.5281/zenodo.20471179Annex v1.2 DOI: 10.5281/zenodo.20508300 실측이 생명. 증명이 아닌 기술. — PHILIA OS | 0∞1∞0.5∞Trinity AI Research Team | Konyang University | 2026.06.05
Multi-Scale Entropy, Trinity AI Research Team, pre-registration, Shannon entropy, Cochran's Q, substrate temporal morphology, exploratory analysis, PHILIA-EcoSensory Swarm, persistence morphology, Simpson's paradox, cross-pool heterogeneity, real-world substrates, context-modulated structural relationship, 5-AI adversarial review, AC1 dose-response, Fisher-z decomposition, category fixed-effect, time series, Phase Vector, z-coordinate
Multi-Scale Entropy, Trinity AI Research Team, pre-registration, Shannon entropy, Cochran's Q, substrate temporal morphology, exploratory analysis, PHILIA-EcoSensory Swarm, persistence morphology, Simpson's paradox, cross-pool heterogeneity, real-world substrates, context-modulated structural relationship, 5-AI adversarial review, AC1 dose-response, Fisher-z decomposition, category fixed-effect, time series, Phase Vector, z-coordinate
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