theorem ces_sextuple_role (ρ : ℝ) : SextupleRoleStatement J ρ where
K_pos := fun hJ hρ => curvatureK_pos hJ hρ
superadd := fun hJ hρ c hc v hv hv_ne =>
ces_strict_concavity_on_perp hJ hρ hc v hv hv_ne
corr_robust := fun hJ hρ m => diversity_encoding hJ hρ m
strategic := fun hJ hρ c hc δ hδ hδ_ne =>
ces_strict_concavity_on_perp hJ hρ hc δ hδ hδ_ne
network := fun hJ hρne c hc =>
network_scaling hJ hρne hc
estimation := fun hρ c hc hJ => bridge_theorem hρ hc hJ
phase := fun T Tstar => keff_eq_K_times_reduced J ρ T TstarThe CES Sextuple Role theorem (Paper 1, Section 9):