Answer:
The phrase "an explanation of a natural phenomenon that is supported by facts gathered from many scientific investigations" best describes a Theory. A theory is a well-substantiated explanation of a natural phenomenon that is based on empirical evidence and has been repeatedly tested and confirmed through scientific experiments and observations. Theories are based on a significant amount of evidence and can be modified or refined as new evidence is discovered. Therefore, option C is the correct answer.