What role do eyewitness testimonies, confession, and character witness play in determing guilt or innocent?

They can shift the view and perspective of the jury/judge seeing as they were witnesses of the event. Seeing as an eyewitness testimony can share another POV of the defendant, it can show another view of character that they jury hasn't heard yet.