Maybe. We'll never know. I don't watch enough A's games to have a more informed position than what I've already stated.
It makes sense to go with a bullpen start. Maybe getting in a 2-0 hole early on was tough, but the bats still needed to show up. They had two on and no outs, but flailed against Betances.