Moral science still appears to be a concept in its infancy. Mr. Johnson makes a worthwhile attempt to advance an approach as the future standard. The base ("we ought to be rational") is certainly solid, and almost redundant. The rest is a house of cards.
It has been a long time since a book has made me think in this manner, and that is its greatest asset - and I hope that was its true intent.
Johnson does his best to outline moral theories and whether they still have any place in modern society. He attempts to point out weaknesses in concepts like "Welfarism" and "Moral realism" with mixed results. Johnson would have been well-served to hire an editor and a proof-reader, as some passages are needlessly verbose, some repeat themselves overmuch, and I'm peevish when it comes to seeing misspellings in published works (he quotes "Thomas Pain" rather than "Thomas Paine" toward the end, as an example).
The biggest flaw is his tendency to interject philosophy (which is a big part of his background according to his bio) and personal truths (which he spends a lot of time fighting against) into what he initially claims he wants to be purely scientific. Chapter 6 is the biggest offender, where he advocates for veganism under a banner of "anti-speciesism" (a lifestyle that he has personally adopted) which he claims as an a priori moral truth. Perhaps the argument that industrial meat processing as immoral bears significant weight. For example, most Americans (who have no problem with it when it pertains to cattle, chickens, and pigs) think it is inhumane to use dogs and cats for delicacies in the Orient. Why wouldn't this also extend to livestock, particularly en masse? Still, it ignores humans as (currently) hunter-gatherer omnivores via evolution and the inevitable boom in animal populations worldwide (he dismisses conservationism, by the way). Maybe veganism will, in one sense or another, be the next naturally-occuring dietary phase in human evolution and in 1,000 years, people will think it was cruel/silly to consume animals when we have this gloriously-infinite supply of tofu or this replicator which can produce barbeque chicken out of molecules instead of actual chickens. For now, though, arguing that certain methods of harvesting animals as immoral is certainly rational. Charging that humanity's current omnivorous nature is immoral is not.
Brilliant and baffling by turns, Rational Morality is a work where you definitely want to bring your critical thinking skills along with you, and perhaps smarter people that me will be able to help strengthen the ground rules for a fascinating concept.