Consider a measurable space $(X,\mathcal{A})$. Let $\mathcal{M}$ denote the family of all countably additive measures $\mu\colon \mathcal{A}\to [0,+\infty]$. This family can be made into a partially ordered set by setting $\mu\leq \nu$ iff $\mu(V)\leq \nu(V)$ for every $V\in \mathcal{A}$. It can be shown, see for instance https://arxiv.org/pdf/2104.06753v1.pdf, that $\mathcal{M}$ forms a complete lattice, which means that every $M\subseteq \mathcal{M}$, possibly uncountable, has the lowest upper bound $\bigvee\limits_{\mu\in M}\mu$, i.e., the lowest measure $\mu_0\in \mathcal{M}$ with the property that $\mu\leq \mu_0$ for each $\mu\in M$, and the greatest lower bound, which is defined similarly.
My questions are as follows: given $M\subseteq \mathcal{M}$, can I found a countable subfamily $M_0\subseteq M$ such that $\bigvee\limits_{\mu\in M}\mu=\bigvee\limits_{\mu\in M_0}\mu$; if not, does this property hold under some additional assumptions on $\mathcal{A}$, for instance, if $\mathcal{A}$ is countably generated, i.e., there exists a countable family $\mathcal{E}\subseteq \mathcal{A}$ such that $\mathcal{A}=\sigma(\mathcal{E})$, where the latter denotes the smallest sigma-algebra containing $\mathcal{E}$.
Let me provide some of my thoughts on this and some additional information.
First, I give an explicit definition of the supremum of an arbitrary family $M\subseteq \mathcal{M}$. For every $V\in \mathcal{A}$, define \begin{equation*} \mu_0(V)=\sup \sum\limits_{n=1}^{+\infty} \mu_n(V_n), \end{equation*} where the supremum is taken over all pairs $(\{\mu_n\}_{n\in \mathbb{N}}, \{V_n\}_{n\in \mathbb{N}})$, where $\{\mu_n\}_{n\in \mathbb{N}}\subseteq M$ and $\{V_n\}_{n\in \mathbb{N}}$ is a partition of $V$ into $\mathcal{A}$-measurable sets. It turns that thus defined $\mu_0$ lies in $\mathcal{M}$ and is the desired supremum of $M$. From this definition, it is obvious that for every fixed (!) set $V\in \mathcal{A}$ we can find a countable family $M_0(V)\subseteq M$ such that
\begin{equation*} \mu_0(V)=\bigg(\bigvee\limits_{\mu\in M_0(V)} \mu\bigg)(V_0). \end{equation*} This observation gave me a hope that the property from my question may hold for countably generated sigma-algebras.
The second thing I want to mention is that the desired property holds when restricted to those $M\subseteq \mathcal{M}$ all measures from which are absolutely continuous with respect to some fixed measure. Such a property is discussed in https://mathoverflow.net/questions/316651/uncountable-infimum-of-measurable-functions, at least for subset of Euclidean space equipped with the standard sigma-algebra and measure. As I understand, the same holds in general, so let me give some general details. Let $\lambda\in \mathcal{M}$, let me also assume that $\mathcal{A}$ is complete with respect to $\lambda$, let $F$ be a family of $\lambda$-measurable functions $X\to [0,+\infty]$. The lowest upper bound of $F$ can be defined as the $\lambda$-a.e. lowest $\lambda$-measurable function $f_0\colon X\to [0,+\infty]$ such that $f(x)\leq f_0(x)$ for $\lambda$-a.e. $x\in X$. Then, as I believe, it can be shown by the same arguments as in the mentioned discussion that there exists a countable family $F_0\subseteq F$ such that
\begin{equation*} f_0(x)=\sup\limits_{f\in F_0}f(x) \end{equation*} for $\lambda$-a.e. $x\in X$. If this indeed holds, then the desired property also holds in this concrete case.
I will be grateful for any help.