What to wear going to Cheesecake factory first date?

A guy asked me to Cheesecake factory as a first date. I've been there once a few years ago. What do I wear? Are a nice pair of jeans ok with a dress causal shirt? Or should I wear a skirt or light dress? I'm so confused. I'm a tom boy so dressing up isn't my thing, so my wardrobe on that end is kinda bare. Please help?
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I don't want to dress too casual... because I don't want to seem like I don't care. But I'm just not good at looking in the middle of dressy and casual. I can look really dressy and nice. But I'm mainly in t-shirt and jeans.
I don't have semi-casual shoes either. I have DC shoes, and flats. only black flats. And running shoes. That's it. Well boots, but its too hot for them.
What to wear going to Cheesecake factory first date?
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