What does this research mean for the field?

Multiscale Entropy serves as a universal z-predictor, and input lag-1 autocorrelation acts as a direct z-determinant within the AR(1) regime for substrate temporal morphology. Novelty: ClaimNovelty.CONFIRMATORY. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

The study aims to establish a confirmatory validation protocol for the PHILIA Phase SC-3 framework, focusing on temporal morphology as a predictor.

May 31, 2026Open Access

PHILIA-EcoSensory Swarm Phase SC-3 Pre-registration v0.5: Input Temporal Morphology as z-coordinate Determinant and AR(1) Regime-Conditional AC1 Mechanism — Confirmatory Validation Protocol (45 Substrates)

Key Points

The study aims to establish a confirmatory validation protocol for the PHILIA Phase SC-3 framework, focusing on temporal morphology as a predictor.
Developed hypotheses under Bonferroni correction for confirmatory analysis.
Analyzed relationships between multiscale entropy and z-coordinate determinants across 45 substrates.
Employed statistical methods including Spearman correlation and TOST for validation.
MSE correlation coefficient of +0.659 with p=8.6×10⁻⁷ indicates significant predictive capability.
AR(1)-conditional input's autocorrelation resulted in ρ=−0.964 with p<0.001, affirming it as a strong negative determinant.
Partial correlation results showed non-significant support for SR_final as a predictor with ρ=+0.358 (p=0.310).

Abstract

This pre-registration document establishes the confirmatory validation protocol for PHILIA Phase SC-3, extending the substrate temporal morphology classification framework from Phase SC-2 (DOI: 10. 5281/zenodo. 20422131, n=45 substrates). Four confirmatory hypotheses are registered under Bonferroni correction (α=0. 0125, k=4): H-SC3-Primary: Spearman ρ (MSE, zᵣef) ≥ +0. 60 (n=45, one-sided) — Multiscale Entropy as universal z-predictor. H-SC3-Secondary: AR (1) -conditional ρ (AC1ᵢnput, zᵣef) ≤ −0. 85 (n=10, one-sided) — Input lag-1 autocorrelation as direct z-determinant within AR (1) regime. H-SC3-Mechanism-NULL: partial ρ (SRfinal, zᵣef | AC1ᵢnput) equivalence |ρ| < 0. 50 (TOST, n=10) — SRfinal is proxy for AC1, not independent mediator. H-SC3-NULL: ρ (SRfinal, zᵣef) equivalence |ρ| < 0. 30 (TOST, n=45) — SRfinal has no universal z-predictive contribution. Pre-registration measurements (SC-3 exploratory, seeds 47–51): MSE ρ=+0. 659 (p=8. 6×10⁻⁷), AC1 ρ=−0. 964 (AR (1), p<0. 001), partial ρ (SR, z|AC1) =+0. 358 (p=0. 310, non-significant). H-SC3-Reverse (chaos regime ρ (MSE, z) =−0. 548, n=8) deferred to Appendix due to insufficient power (0. 170) and LOOCV instability. Apparatus: v32 self-raw × 3-channel normalization (SC-1/SC-2 lineage, BUG-1~6 patched, LOCKED). Seeds disjoint: SC-2D 42–46, SC-3 47–51. 5-AI adversarial review pipeline (판도라→루카스→크리스 67–73차→서생→선비→길잡이): UNCONDITIONAL ACCEPT. Hardware: AMD Ryzen 9 9800X3D + RTX 4080 SUPER 16GB, Windows 11 Home (C: ). Measurement is life. Description, not proof. — Trinity AI Research Team | 2026. 05. 29 | PHILIA OS | 0∞1∞0. 5∞ SC-2 DOI: 10. 5281/zenodo. 20422131SC-1 DOI: 10. 5281/zenodo. 20389364Phase 1 Closure: 10. 5281/zenodo. 20256557

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