Sensitivity Analysis

Sensitivity analysis evaluated robustness of all tier assignments across an 20,480-combination parameter grid (16x16x16x5 threshold variations).

Grid definition

Parameter

Range

N values

G1 threshold (S_DSB)

0.85-0.99 (step 0.01)

15

G2 threshold (S_Prog)

0.85-0.99 (step 0.01)

15

G3 threshold (S_Cargo)

0.80-0.95 (step 0.01)

16

G4 size max (aa)

600, 750, 900, 1050, 1200

5

Key findings

  • ISCro4 robustness = 1.000 - TRUE_WRITER under all 20,480 combinations

  • Zero boundary cases (robustness < 0.50) - no tier is genuinely ambiguous

  • 4 near-boundary editors (50-80% robustness): Bxb1 (0.5625), eePASSIGE (0.5625), eePASSIGE_v2 (0.5625), phiC31 (0.75)

  • 1,055 / 1,058 entities (99.7%): default tier == modal tier