"but after a couple of weeks it would completely fade and turn a cloudy white."
Sound like you did not get your plastic up to at least 350 degrees and it did not fully "change state".
Just because the plastic gets clear...doesn't necessarily mean it got hot enough. You also need to complete mix (stir) the plastic.
Strongly suggest you purchase the digital thermometer that Do-it sells.