Does wagering more increase my chance of hitting the bonus round?
No, it doesn’t. The bonus round start depends on hitting by chance the necessary scatter symbols. But if you do trigger it with a higher bet, any wins you get from the bonus will be based on that larger stake. This means the payouts from the same feature can be far greater.