What makes you trust a piece of evidence?

After a case that went the wrong way, I keep circling back to how we decide what counts as proof. Not legal standards, but the everyday stuff — a photograph, a story someone tells you, a pattern you've seen before. What convinces you, and what have you caught yourself believing without checking?