"Why did that happen?" is a common question.
You can, rationally, answer this question in 3 (very) different ways:
1) Giving evidence for the phenomenon happening
2) Giving "a" cause for the phenomenon
3) Explaining why your cause is a better explanations than some other cause (comparing explanations and retaining the one that survives the comparison, so the one that explains "best")