A solution that can no longer dissolve additional solute is classified as super saturated. When a solution reaches its maximum solute capacity at a given temperature and pressure, any further solute added will not dissolve and may precipitate out of the solution. This is important in various fields like chemistry and cooking, as it helps in understanding solubility limits and solution behaviors.