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Look up Dawrin's theory of evolution. Basically, fossil records show how life forms change over time through evolution.
To have the largest sample size also gives you more data, thus increasing the likelihood of accuracy
An educated guess that is aslo posed as a tentative explanation is called a hypothesis.