I don't accept your premise that the people paying for this program would reject higher taxes.
But it's worth noting that Oakland has some of the highest property and sales tax rates in what is already a highly taxed state. And as a reward, it has some of the highest crime rates in the country.
So I could understand if someone thought that increasing tax rates was not a particularly effective way to increase public safety.