Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: No evidence for extensions to the standard cosmological model   We compute the Bayesian Evidence for models considered in the main analysis
of Planck cosmic microwave background data. By utilising carefully-defined
nearest-neighbour distances in parameter space, we reuse the Monte Carlo Markov
Chains already produced for parameter inference to compute Bayes factors $B$
for many different model-dataset combinations. Standard 6-parameter flat
$\Lambda$CDM model is favoured over all other models considered, with curvature
being mildly favoured only when CMB lensing is not included. Many alternative
models are strongly disfavoured by the data, including primordial correlated
isocurvature models ($\ln B=-7.8$), non-zero scalar-to-tensor ratio ($\ln
B=-4.3$), running of the spectral index ($\ln B = -4.7$), curvature ($\ln
B=-3.6$), non-standard numbers of neutrinos ($\ln B=-3.1$), non-standard
neutrino masses ($\ln B=-3.2$), non-standard lensing potential ($\ln B=-4.6$),
evolving dark energy ($\ln B=-3.2$), sterile neutrinos ($\ln B=-6.9$), and
extra sterile neutrinos with a non-zero scalar-to-tensor ratio ($\ln B=-10.8$).
Other models are less strongly disfavoured with respect to flat $\Lambda$CDM.
As with all analyses based on Bayesian Evidence, the final numbers depend on
the widths of the parameter priors. We adopt the priors used in the Planck
analysis, while performing a prior sensitivity analysis. Our quantitative
conclusion is that extensions beyond the standard cosmological model are
disfavoured by Planck data. Only when newer Hubble constant measurements are
included does $\Lambda$CDM become disfavoured, and only mildly, compared with a
dynamical dark energy model ($\ln B\sim +2$).

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The categories of this paper are: mtrl-th
16
The categories of this paper are: stat
15
The categories of this paper are: nucl-ex
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The categories of this paper are: supr-con
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The categories of this paper are: alg-geom
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The categories of this paper are: ao-sci
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The categories of this paper are: hep-lat
4
The categories of this paper are: cond-mat
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The categories of this paper are: patt-sol
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The categories of this paper are: quant-ph
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The categories of this paper are: q-alg
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The categories of this paper are: plasm-ph
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The categories of this paper are: atom-ph
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The categories of this paper are: hep-ex
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The categories of this paper are: acc-phys
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The categories of this paper are: q-bio