Acquire
Validate
Register Events
Epoch
Preprocess
Extract Features
Analyze
Test Hypotheses
Verify
Report
Maximum permitted claim
CONFIRMATORYL1
Observed
L2
Statistically supported
L3
Model-consistent
L4
Mechanistic
LEVEL 1 — OBSERVED
Statistical support gate(s) not fully passed.
Run configuration
Model: logistic regression · 1000 perms · seed 42
Hypothesis outcomes
H1Primary discrimination
deceased_attachment vs living_attachment + neutral
ROC-AUC0.722
95% CI0.68–0.76
Bal. acc0.663
Perm p0.0196
Sensitivity0.366
Specificity0.959
Cohen's d1.086
n900
H2Below-report
deceased vs controls among conscious_report = 0
ROC-AUC0.722
95% CI0.68–0.76
Bal. acc0.663
Perm p0.0196
Sensitivity0.366
Specificity0.959
Cohen's d1.086
n900
H3Explicit-recall
explicit recall vs subthreshold deceased processing
Only one class present after selection.
H4Person-representation preservation
identity discriminability vs availability change
Single relationship identifier; person-identity preservation cannot be estimated separately.
H5Longitudinal D(t)
deceased-state score across session days
Only 1 session day(s); longitudinal trajectory requires repeated sessions.
Robustness \u2014 bounded multiverse
PASSROBUSTFROZEN spec ac7070a72310 variants · AUC 0.659–0.744
preserve8
features=all_features
features=no_connectivity
features=time_domain_only
model=lda
cv_folds=3
cv_folds=10
seed=43
seed=44
weaken2
features=spectral_only
model=linear_svm
eliminate0
—
reverse0
—