Open Access

Table A.4

GP hyperparameters priors and posteriors.

Parameter log(a)FLAMINGOS-2 log(a)NIRSpec log(a)MIRI log(l)FLAMINGOS-2 log(l)NIRSpec log(l)MIRI
Units log(μm) log(μm) log(μm)
priors U(-0.5, 3) U(-0.5, 3) U(-0.5, 3) U(-4, 0) U(-4, 0) U(-4, 0)
BT-Settl posteriors 0.01 ± 0.05 0.901 ± 0.001 2.23 ± 0.02 −1.86 ± 0.03 −2.691 ± 0.001 1.7010.002+0.001Mathematical equation: $-1.701^{+0.001}_{-0.002}$
Sonora Diamondback posteriors 0.330.03+0.02Mathematical equation: $0.33^{+0.02}_{-0.03}$ 0.85 ± 0.01 1.62 ± 0.02 −1.65 ± 0.01 −2.725 ± 0.001 1.6760.004+0.003Mathematical equation: $-1.676^{+0.003}_{-0.004}$
Sonora Elf Owl posteriors 0.250.06+0.05Mathematical equation: $0.25^{+0.05}_{-0.06}$ 0.60 ± 0.01 1.89 ± 0.02 1.560.06+0.01Mathematical equation: $-1.56^{+0.01}_{-0.06}$ 2.6570.002+0.001Mathematical equation: $-2.657^{+0.001}_{-0.002}$ 1.6950.003+0.002Mathematical equation: $-1.695^{+0.002}_{-0.003}$
ATMO2020++ (no PH3) posteriors 0.100.06+0.07Mathematical equation: $0.10^{+0.07}_{-0.06}$ 0.75 ± 0.01 1.28 ± 0.02 1.480.06+0.08Mathematical equation: $-1.48^{+0.08}_{-0.06}$ −2.759 ± 0.001 −1.612 ± 0.003
ATMO2020++ posteriors 0.09 ± 0.07 0.70 ± 0.01 1.24 ± 0.02 1.510.04+0.08Mathematical equation: $-1.51^{+0.08}_{-0.04}$ −2.753 ± 0.001 −1.606 ± 0.002

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