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Table 8

Comparison of the Bayesian log-evidence of TauREx 3 against Benneke et al. (2019) dataset for different models.

Setup log (Z) χ2 log10 (CH4) log10(H2O) log10(Pclouds) (Pa)
      
No active gas(a) 171.03 31.78 − − 2.84
           
With clouds
All absorbers(b) 178.83 8.63 −7.29 −2.09 3.83
           
No H2O(c) 173.22 21.34 −2.60 − 3.04
           
CH4-only 173.24 20.95 −2.53 − 2.94
           
No CH4 (c) 178.57 8.84 − −2.48 3.93
           
H2O-only 178.89 8.66 − −2.51 3.95
           
No cloud
All absorbers(b) 177.40 10.50 −7.55 −3.28 −
           
CH4-only 172.20 21.12 −1.83 − −
           
H2O-only 178.60 9.50 − −3.34 −

Notes. All the models, except the “no active gas” model, include H2 –H2 and H2 –He CIA, Rayleigh scattering and N2 contributionto μ. (a) Grey cloud without molecular absorptions, CIA and Rayleigh scattering. (b) CH4, CO, CO2, H2 O and NH3. (c) Same as (b), but without H2O or CH4.

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