Empirically, we've just had our first occurrence of astronomers not being able to explain a compound in a planet's atmosphere, and it's something much easier to deal with than a massive amount of oxygen.

I think they would settle on the opinion that any explanation would be about as interesting as life. But not fully settle on life.