A WESAD Proof-of-Principle Test of I_phys, the Physiological Subscore of I_norm / Test proof-of-principle WESAD di I_phys, sottoscore fisiologico di I_norm
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This deposit reports a proof-of-principle execution of the I_phys physiological subscore pipeline on WESAD. The analysis tests whether I_phys decreases under stress relative to baseline using subject-level paired statistics. The primary result supports the expected direction: I_phys decreases under stress relative to baseline. The stress-baseline contrast shows a moderate paired effect, a significant Wilcoxon signed-rank test, and a fully negative bootstrap confidence interval. The parametric paired t-test remains above the conventional p < .05 threshold. The result is therefore interpreted as proof-of-principle evidence, not as confirmatory validation. Primary contrast: stress - baselinen = 12mean difference, pre-sigmoid/logit-scale composite = -7.362458paired t = -1.971118p_ttest = 0.074390p_Wilcoxon = 0.001465Cohen dz = -0.569013bootstrap 95% CI = [-15.188137, -2.532560] A secondary contrast shows that I_phys increases during meditation relative to baseline: meditation - baselinen = 15mean difference, pre-sigmoid/logit-scale composite = 1.034534p_ttest = 0.002576p_Wilcoxon = 0.002014Cohen dz = 0.944876bootstrap 95% CI = [0.508705, 1.588840] The deposit includes English and Italian versions of the report, derived CSV/JSON outputs, pipeline code, notebook execution material, metadata, citation files, checksums, and reproducibility notes. No raw WESAD .pkl files are included. Scope limitation: this analysis tests only the physiological subscore I_phys on WESAD. It does not test the full relational I_norm/K_M model, and it does not constitute evidence for ontological or theological claims. The full relational model requires a prospective four-arm study distinguishing positive relational information, neutral information, technical criticism, and identity-threatening hostile judgement. Questo deposito riporta un’esecuzione proof-of-principle della pipeline del sottoscore fisiologico I_phys sul dataset WESAD. L’analisi verifica se I_phys diminuisce durante lo stress rispetto alla baseline mediante statistiche appaiate a livello soggetto. Il risultato principale supporta la direzione prevista: I_phys diminuisce nello stress rispetto alla baseline. Il contrasto stress-baseline mostra un effetto appaiato moderato, un test di Wilcoxon significativo e un intervallo bootstrap interamente negativo. Il t-test parametrico appaiato resta però sopra la soglia convenzionale p < .05. Il risultato va quindi interpretato come evidenza proof-of-principle, non come validazione confermativa. Il deposito include versioni inglese e italiana del report, output derivati CSV/JSON, codice della pipeline, materiale notebook, metadata, file di citazione, checksum e note di riproducibilità. Non sono inclusi file WESAD raw .pkl.



