The large plantations had many enslaved workers
The Anti-Federalists believed in a "loose" interpretation of the Constitution, since they wanted the Federal Government to have more control over the individual states, meaning that they wanted the powers that were not explicitly stated in the Constitution to go the federal government.
"The Roosevelt Corollary" is the best option from the list in terms of what would prevent Japanese intervention in its neighboring island of the Philippines.