How do you handle a dinner bill on a first date under these circumstances?

She is older than me/makes more $/chose the restaurant... Do I offer, and then back down if she offers? Also, this place is convenient for her, and I am going quite a bit out of my way.

How do you handle a dinner bill on a first date under these circumstances?
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