Remove Meta Box Marketpress Settings

I'm trying to remove the advanced settings meta box on the marketpress general settings screen.

I can't get this to work:

function remove_marketpress_meta_boxes() {
    remove_meta_box( 'mp-settings-general-advanced-settings' , array( 'store-settings', 'toplevel_page_store-settings' ) , 'advanced' ); 

add_action('do_meta_boxes', 'remove_marketpress_meta_boxes');

I've tried multiple other hooks and multiple other combinations of function parameters. I've browsed the forums and didn't find the answer. I'm out of ideas.