What does this research mean for the field?

The MSE↔z association constitutes a context-modulated structural relationship that retains a strong independent signal after AC1 control and reaches peak correlation levels in low-persistence strata. Novelty: ClaimNovelty.CONFIRMATORY. Consensus alignment: ConsensusAlignment.NEUTRAL.

June 7, 2026Open Access

PHILIA-EcoSensory Swarm Phase SC-6 Results Report v1.3: AC1-Modulated MSE↔z Structural Relationship Confirmation Across n=155 Pooled Substrates

Key Points

To confirm the AC1-modulated internal structure of the MSE-z association across multiple substrates.
Pre-registered confirmatory analysis of pooled data (N=155) from various sources.
Applied the locked v32 normalization apparatus without additional simulations.
Utilized hypothesis testing with Bonferroni corrections for multiple comparisons.
Confirmed a strong positive partial correlation (ρ = +0.5892, p < 10⁻⁶) for MSE-z under AC1 modulation.
Secondary hypothesis confirmed with a partial correlation of ρ = +0.8038 (p < 10⁻⁶) in low-persistence strata.
Sensitivity analyses confirmed robustness of results across multiple thresholds.

Abstract

This report presents the confirmatory results of PHILIA Phase SC-6, a pre-registered analysis testing two co-primary hypotheses derived from the SC-5 exploratory report (DOI: 10. 5281/zenodo. 20550577). SC-6 tests, for the first time in a confirmatory framework, the AC1-modulated internal structure of the MSE↔z association across n=155 pooled substrates (SC-3 n=45 + SC-4 Part 1 synthetic n=20 + SC-4 Part 2 real-world n=90). The locked v32 self-raw × 3-channel normalization apparatus was applied with zero additional simulations. Pre-registration DOI: 10. 5281/zenodo. 20552468. H-SC6-Primary: partial ρ (MSE, z | AC1) > +0. 25 (n=155 pooled, one-sided, Bonferroni α=0. 025) → CONFIRMED: partial ρ = +0. 5892, p +0. 28): PASS. Sensitivity B (>+0. 30): PASS. Part 2 stand-alone replication: ρ = +0. 3215, p = 0. 002 (n=90). H-SC6-Secondary: ρ (MSE, z | AC1 < 0. 95 strata) ≥ +0. 60 (one-sided, Bonferroni α=0. 025) → CONFIRMED: ρ = +0. 8038, p < 10⁻⁶, 97. 5% CI = +0. 7205, +0. 8553, n=89 strata (excluded: 66). Sensitivity (≥+0. 65): PASS. Exceeds SC-3 Primary ρ = +0. 6589 (Δ = +0. 145). Integrated framing: Within the locked v32 apparatus, MSE↔z constitutes a context-modulated structural relationship — retaining a strong independent signal after AC1 control (partial ρ = +0. 5892) and reaching near-SC-3 peak levels in the pure low-persistence strata (ρ = +0. 8038). Exploratory analyses confirm: (1) AC1 dose-response monotonicity pattern (SC-5) reproduced; (2) Category Fixed-Effect OLS MSE coefficient β₁ = +0. 0644, p < 10⁻⁶; (3) Cochran's Q heterogeneity structure (HETEROGENEOUS) maintained. 5-AI adversarial review pipeline: Seonbi (Claude Sonnet) → Pandora (ChatGPT/OpenAI) → Lucas (Grok/xAI) → Chris (Claude Opus, Gate-0 v10 Cycle 2) → Seogsaeng (Gemini/Google). Verdict: UNCONDITIONAL ACCEPT. Pre-registration violations: 0. SHA256 verified. SC series lineage: SC-1 (PHISCORE, NOT CONFIRMED) → SC-2 (AR (1) monotonicity, CONFIRMED) → SC-3 (MSE discovery, CONFIRMED) → SC-4 (MSE replication, CONFIRMED) → SC-5 (AC1 modulation, exploratory) → SC-6 (AC1 modulation, confirmatory). "Measurement is life. Description, not proof. " — PHILIA OS | 0∞1∞0. 5∞Trinity AI Research Team, Konyang University, June 2026.

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