First-timer, coming in Thursday solo

[Canoe]

Then definitely skip the shade structure this year.
You won't be the only one without their own shade. And no one wants something blowing around dangerously.
I always camp solo, and within the first day the camps around me are all "come over to our shade anytime", but that's me and that's them. YRMV

If it's the usual hot playa, you'll either be setup in something's shade, or abandoning your tent after it's been in the sun for a few hours.
There's weather forecast that has it being a 40% chance of being cooler than "seasonal", so perhaps you'd get an extra hour or two. Bring the sprayer.
Do be prepared for temperatures that could range from 95F down to 40F. (layers of clothing)
Wind at 25 mph, 45 mph, could be 75 mph, possibly more. So be prepared to shelter in place at anytime. (Carry water always.And an unbreakable mug/glass.)
Essential is some bandanas. Work amazingly well for dust, and your ears too need protection too if you're caught out in a heavy wind.
Rain is possible, so your tent & luggage should have the means to keep you, your gear and food dry.
Get tent pegs that go flush to the ground so they're not a hazard.
Doing a dry-run setup of the tent is good, even if you don't put the pegs in.