This paper simplifies the induced four-dimensional gravitational equations originating from a five-dimensional bulk within the framework of Nash’s embeddings, incorporating them into a well-known modified gravity (MG) parametrization. By leveraging data from Planck Public Release 4 (PR4), BICEP/Keck Array 2018, Planck cosmic microwave background lensing, and baryon acoustic oscillation observations, we establish a stringent lower limit for the tensor-to-scalar ratio parameter: at a confidence level (CL) of 95%. This finding suggests the presence of extrinsic dynamics influencing standard four-dimensional cosmology. Notably, this limit surpasses those typically obtained through Bayesian analysis using Markov Chain Monte Carlo (MCMC) techniques, which yield , or through the frequentist profile likelihood method, which yields at 95% CL.

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