You can rate a game without even playing it. So, it's likely many games with a 1- or 2-star rating have nothing wrong with them - someone was just having a bad day, or the game didn't personally appeal to them.
You'd probably be better off reading the comments, or reading reviews on sites that only allow "players" to rate the games.