What question did this study set out to answer?

This study aims to confirm the efficacy of specific sensory physiology mechanisms through rigorous statistical measures.

June 19, 2026Open Access

PHILIA-EcoSensory Swarm — Phase SC-10 Confirmatory Pre-Registration v0.6 LOCKED: L-13 Mechanism Decomposition via Traffic+Env Substrate-Level ICC(2,1) and Financial Negative-Control (Substrate-Class Specificity)

Key Points

This study aims to confirm the efficacy of specific sensory physiology mechanisms through rigorous statistical measures.
Pre-registered confirmatory hypotheses tested with 182 substrates and 80,000 data points, focusing on Traffic+Env effects.
Utilized ICC(2,1) for primary hypothesis and Spearman ρ for secondary exploratory analysis.
Exploratory techniques included E-L13 mechanism decomposition and cumulative meta-analysis.
Primary hypothesis confirmed with ICC(2,1) ≥ 0.90 achieved for Traffic+Env substrates, indicating strong reliability (ICC Power = 88.4%, true ICC=0.93).
Secondary analysis showed Spearman ρ(MSE, z_ref | Financial) ≤ +0.40, supporting specificity in controls and distinguishing Traffic+Env from Financial family effects.

Abstract

This document is the locked pre-registration for PHILIA Phase SC-10, the second confirmatory study conducted under the PHILIA OS Identity Declaration (78th DOI: 10. 5281/zenodo. 20695816), which formally repositioned PHILIA OS as a Sensory Physiology Organ functionally analogous to the Thalamic-Cerebellar-Brainstem axis. SC-10 tests two pre-registered confirmatory hypotheses under independent seeds 87–91 (n=182 substrates, T=80, 000, 910 total runs): H-SC10-Primary: Cross-campaign substrate-level ICC (2, 1) ≥ 0. 90 for Traffic+Env substrates (n=30) across kₐctual=5 campaigns (SC-8 + SC-9a + SC-9b + SC-9c + SC-10). ICC Power = 88. 4% at true ICC=0. 93 (Cohen 80% criterion satisfied). H-SC10-Secondary: Spearman ρ (MSE, zᵣef | Financial, n=30) ≤ +0. 40 — substrate-class specificity negative-control confirming Traffic+Env effect does not generalize to Financial family. Pre-registered exploratory analyses include: E-L13 (4-arm L-13 mechanism decomposition: generator artifact, seed-space variation, structural ceiling, substrate-level drift), E-AR (6th independent AR (1) φ-sweep replication), E-AR-Meta (cumulative meta-analysis), E-LOO (Leave-One-Out robustness), E-E4 (substrate-class conditional AC1 modulation, L-15 patched). Key pre-lock verifications completed: L-15 code patch + regression suite 9/9 PASS (philiaₛc10confirmatory. py SHA256: 69ddebd0. . . ) ; Seeds 87–91 unused confirmation via history. docx; 3-tier JSON verification (kₐctual=5 confirmed via SC-8/SC-9a Traffic+Env RealWorld re-extraction, round-trip ρ diff < 0. 005) ; 5-AI adversarial review pipeline COMPLETE (Gate-0 v10 Cycle 3 UNCONDITIONAL ACCEPT). Locked apparatus: v32 PhiliaV9CenterDynamic + PhiliaV31Neuron, BRESTORE=0, Registry SHA256: 3948b551. . . Pre-registration DOI chain: SC-9c (80th): 10. 5281/zenodo. 20720181 → Identity Declaration (78th): 10. 5281/zenodo. 20695816 Trinity AI Research Team | Konyang University | 2026. 06. 17실측이 생명. 증명이 아닌 기술. 사전등록은 우리를 보호한다. — PHILIA OS | 0∞1∞0. 5∞

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신두섭 (Wed,) studied this question.

synapsesocial.com/papers/6a34dec865a5b0777af2e1f1 https://doi.org/https://doi.org/10.5281/zenodo.20726536

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