If it was unanimous then there is no opposition to Boehner or his methods or his policies.
Not necessarily. It means that, at this particular time, nobody feels confident they can beat Boehner.
And, in order to mount a challenge, confidence is absolutely necessary. See Paine In The Neck's #16.