If I recall, there was several senior officers aboard the B-17 along with Walker.
In addition to Kinney telling Walker not to go on the mission, the time of the mission was supposed to be conducted in the early hours of the morning, but Walker ignored him and conducted the strike at noon. In doing so, he missed the Japanese resupply convoy, as it had steamed out of the harbor about 10 that morning.