Choice Is Not Chance · Heyer Livin' · Proof Engine v1

Structural vs. Null

Pre-registered · Seeded · Reproducible · Exportable

Session Seed (integer — determines the random draw sequence)

Select Mode (blinded as X / Y during the run)

X

Mode A

Null

Uniform pseudorandom. Every category equally probable. H = log₂(7) = 2.807. No reinforcement.

Y

Mode B

Structural

Weighted by cultural constant C. Ceiling/floor = 10x. Slow reinforcement α = 0.002. H decreases over time.

Trials per session

Pre-registered seed list (fixed before any runs)

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Mode X [blinded]

Trial 0

Entropy H (bits)

2.807

Null = log₂(7) = 2.807 | Structural → decreases

χ² GOF (vs uniform)

0.00

df = 6 | critical = 12.592 | p = —

Spiral Score S

0.000

0 = random walk | 1 = fully structural | threshold = 0.50

Top-3 Concentration

42.9%

Null baseline = 42.9% | Mode B target: 60–70%

Rupture Events |Z| > 3

0

max |Z_t| = 0.000 | window W = 50

Choice Is Not Chance · Session Complete

Session Results

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Decision (α = 0.05)

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