My interpretation is that "flawed" study usually have honest data but wrong interpretation/analysis or wrong data gathering design so to make the conclusion ess

My interpretation is that "flawed" study usually have honest data but wrong interpretation/analysis or wrong data gathering design so to make the conclusion essentially worthless. "Faked" study just fucking lie and may just provide rigged data to support a flawless conclusion.