Here are some examples:
* Correct: The temperature outside is 75 degrees Fahrenheit.
* Correct: The scientists measured the temperature of the water.
* Correct: The room was kept at a comfortable temperature.
Exception:
* Correct: The University of Temperature Control is located in California.
In this example, "Temperature" is part of the proper noun "University of Temperature Control," so it is capitalized.