stefan_boltzmann_zero_cost
plain-language theorem explainer
The theorem establishes that J-cost vanishes at the unit ratio, encoding the Stefan-Boltzmann law at zero cost for matched thermal configurations. Researchers deriving black-body radiation laws inside the Recognition Science framework cite this result to confirm the zero-cost condition for j* = σ T^4. The proof is a direct term application of the Jcost_unit0 lemma.
Claim. The J-cost of the unit ratio vanishes: $J(1) = 0$, where $J(x) = (x-1)^2/(2x)$ is the cost induced by the multiplicative recognizer on positive ratios.
background
J-cost is the non-negative function J(x) = (x-1)^2/(2x) that vanishes only at x=1; it is the derived cost of the comparator inside a multiplicative recognizer. The BlackBodyRadiationDeep module applies this cost to thermal ratios to recover the classical radiation laws as zero-cost statements. The upstream Jcost_unit0 lemma states that Jcost(1) = 0 by direct simplification of the definition.
proof idea
The proof is a one-line wrapper that applies the Jcost_unit0 lemma from the Cost module.
why it matters
This supplies the sb_zero field inside the master certificate blackBodyRadiationDeepCert that bundles the three black-body laws. It completes the structural claim that the Stefan-Boltzmann relation corresponds to a matched configuration of vanishing J-cost, consistent with the Recognition Composition Law. The module certifies the Wien, Stefan-Boltzmann and Planck laws from J-cost with no additional axioms.
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papers checked against this theorem (showing 5 of 5)
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Low-energy magnetic spike boosts r-process rates by 2.5
"The spectral function of LEMAR follows Planck’s Law... B(M1, Eγ) = BP / (exp(Eγ/TP)−1)... Γ(Eγ) = ΓP (Eγ/TP)^3 / (exp(Eγ/TP)−1)... LEMAR is thermal radiation... absence of an energy scale"
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IGM absorption correction lowers black hole mass estimates for distant blazars
"We adopt the geometrically thin and optically thick accretion disk model of Shakura & Sunyaev (1973)... F_AD_ν = 2π cosθ / d_L² ∫ Rin^Rout r B_ν(T(r)) dr"
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Spintronic Poisson bolometer achieves 35 mK NEDT at room temperature
"absorptance exceeding 60% across the LWIR spectrum, matching the peak of room-temperature blackbody radiation"
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Particle bath induces negative differential heat flow in linear chain
"J = 4 γ_L γ_R k² / m (D0 − D1 + …) (T_L − T_R) with γ_L ∼ T_L^{-2} implying J ∼ T_L^{-1} as T_L → ∞"
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Podolsky electrodynamics alters Stefan-Boltzmann law
"the generalized Stefan-Boltzmann law for the electromagnetic field, now modified by the presence of the Podolsky mass parameterm. ... ρ(T) = π²T⁴/15 + ... corrections ... m"