PHILIA-EcoSensory Swarm Phase SC-3 Results Report: Input Temporal Morphology as z-Coordinate Determinant — MSE Universal Predictor and AC1 Mechanism in AR(1) Regime (45 Substrates)

We report the results of PHILIA Phase SC-3, a pre-registered confirmatory analysis validating the mechanisms by which input temporal morphology determines the PHILIA Phase Vector z-coordinate across n=45 substrates. Four hypotheses were tested under Bonferroni correction (α=0.0125, k=4). Primary hypothesis (H-SC3-Primary): ρ(MSE, z_ref) ≥ +0.60 (n=45) — CONFIRMED (ρ=+0.6589, p=1.49×10⁻⁷, 97.5% CI=[+0.418,+0.813]). Multi-Scale Entropy (MSE) is established as the first confirmed universal z-coordinate predictor in the PHILIA SC series, overcoming the SC-1 PHI_SCORE failure (ρ=0.241, NOT CONFIRMED). Secondary hypothesis (H-SC3-Secondary): ρ(AC1_input, z_ref | AR(1)) ≤ −0.85 (n=10) — CONFIRMED (ρ=−0.9636, p=6.57×10⁻⁸, 97.5% CI=[−0.993,−0.817]). Exactly reproduces SC-2 Primary result ρ(φ,z)=−0.9636, confirming the φ → AC1_input → z pathway within AR(1) substrates. Equivalence hypotheses (H-SC3-Mechanism-NULL, H-SC3-NULL): INCONCLUSIVE — pre-registered anticipated outcomes (§5 L-9: n=10 insufficient; L-12: n=45 insufficient for TOST EQUIVALENCE declaration regardless of true ρ, minimum n=56 for non-empty rejection region). SC-3 Central Thesis (루카스, Grok/xAI): "Within the locked v32 apparatus, PHILIA z-coordinate is strongly constrained by input temporal morphology (MSE). Within AR(1) substrates, this operates through the AC1(φ)→z direct path. SR is a regime-conditional proxy, not an independent universal mediator." Pre-registration DOI: 10.5281/zenodo.20438183SC-2 Results DOI: 10.5281/zenodo.20422131SC-1 Results DOI: 10.5281/zenodo.20389364Phase 1 Closure DOI: 10.5281/zenodo.20256557 Hardware: AMD Ryzen 9 9800X3D + RTX 4080 SUPER 16GB, Windows 11 Home.All values produced by direct local execution by GritMan_D.S.No AI-generated or proxy values. 5-AI adversarial review: 판도라(ChatGPT/OpenAI) → 루카스(Grok/xAI) → 크리스(Claude Opus/Anthropic, 76 cycles, UNCONDITIONAL ACCEPT) → 서생(Gemini/Google) → 선비(Claude Sonnet/Anthropic) → 길잡이(GritMan_D.S, final decision). 실측이 생명. 증명이 아닌 기술. — PHILIA OS | 0∞1∞0.5∞Measurement is life. Description, not proof.

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Publication Details

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Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-29
DOI
https://doi.org/10.5281/zenodo.20440173
Primary Topic
Neurobiology and Insect Physiology Research
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article
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article

PHILIA-EcoSensory Swarm Phase SC-3 Results Report: Input Temporal Morphology as z-Coordinate Determinant — MSE Universal Predictor and AC1 Mechanism in AR(1) Regime (45 Substrates)

신두섭
Zenodo (CERN European Organization for Nuclear Research)
Neurobiology and Insect Physiology Research
article

PHILIA-EcoSensory Swarm Phase SC-3 Results Report: Input Temporal Morphology as z-Coordinate Determinant — MSE Universal Predictor and AC1 Mechanism in AR(1) Regime (45 Substrates)

신두섭
article en

Abstract

We report the results of PHILIA Phase SC-3, a pre-registered confirmatory analysis validating the mechanisms by which input temporal morphology determines the PHILIA Phase Vector z-coordinate across n=45 substrates. Four hypotheses were tested under Bonferroni correction (α=0.0125, k=4). Primary hypothesis (H-SC3-Primary): ρ(MSE, z_ref) ≥ +0.60 (n=45) — CONFIRMED (ρ=+0.6589, p=1.49×10⁻⁷, 97.5% CI=[+0.418,+0.813]). Multi-Scale Entropy (MSE) is established as the first confirmed universal z-coordinate predictor in the PHILIA SC series, overcoming the SC-1 PHI_SCORE failure (ρ=0.241, NOT CONFIRMED). Secondary hypothesis (H-SC3-Secondary): ρ(AC1_input, z_ref | AR(1)) ≤ −0.85 (n=10) — CONFIRMED (ρ=−0.9636, p=6.57×10⁻⁸, 97.5% CI=[−0.993,−0.817]). Exactly reproduces SC-2 Primary result ρ(φ,z)=−0.9636, confirming the φ → AC1_input → z pathway within AR(1) substrates. Equivalence hypotheses (H-SC3-Mechanism-NULL, H-SC3-NULL): INCONCLUSIVE — pre-registered anticipated outcomes (§5 L-9: n=10 insufficient; L-12: n=45 insufficient for TOST EQUIVALENCE declaration regardless of true ρ, minimum n=56 for non-empty rejection region). SC-3 Central Thesis (루카스, Grok/xAI): "Within the locked v32 apparatus, PHILIA z-coordinate is strongly constrained by input temporal morphology (MSE). Within AR(1) substrates, this operates through the AC1(φ)→z direct path. SR is a regime-conditional proxy, not an independent universal mediator." Pre-registration DOI: 10.5281/zenodo.20438183SC-2 Results DOI: 10.5281/zenodo.20422131SC-1 Results DOI: 10.5281/zenodo.20389364Phase 1 Closure DOI: 10.5281/zenodo.20256557 Hardware: AMD Ryzen 9 9800X3D + RTX 4080 SUPER 16GB, Windows 11 Home.All values produced by direct local execution by GritMan_D.S.No AI-generated or proxy values. 5-AI adversarial review: 판도라(ChatGPT/OpenAI) → 루카스(Grok/xAI) → 크리스(Claude Opus/Anthropic, 76 cycles, UNCONDITIONAL ACCEPT) → 서생(Gemini/Google) → 선비(Claude Sonnet/Anthropic) → 길잡이(GritMan_D.S, final decision). 실측이 생명. 증명이 아닌 기술. — PHILIA OS | 0∞1∞0.5∞Measurement is life. Description, not proof.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 8%
Neurobiology and Insect Physiology Research
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