The principles of science are, of course, entirely circumscribed by postulating that all things work by natural (i.e. secondary) causality. And, for the most part, the presumption is that the past must be described by the way this causality works observably and repeatedly today in order to extrapolate to the past. Explanations of the geological and cosmological record are based on these sorts of principles.
I, for one, find the current scientific explanations compelling. I do not find scientific creationism a better alternative. So I am not among those who take up the position you’re discussing.
However, I do want to point out a concern that I rarely hear discussed in these conversations. As Catholics, we do not believe that the cosmos will End by the natural principles scientists presently observe - - even though scientific theories postulate this as well. Instead, our belief in the future is wholly supernatural. Would you agree? We believe that Christ will appear in His glory and, by a new fiat, establish His Kingdom by the resurrection of the dead. If, in fact, this is our faith then why would a Christian rule out ex officio a wholly supernatural explanation of the Beginning?