Significances

What does a significance of three sigma mean ? Four sigma ? Five sigma ?

• something not so rare; something quite rare; something exceptionally rare.
• evidence of some new phenomenon; strong evidence of same; observation of new physics!
• evidence of something fishy; a bug in the code; a horrible bug in the code.