Poppy party pizza

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This was recently a UNC's Math Challenge Problem, based on a problem in Discrete Mathematics with Ducks by sarah-marie belcastro.

Puzzle

You are making your famous 1 foot square party pizza. After rolling out the dough, you sprinkle on exactly 37 poppy seeds (your secret ingredient). The poppy seeds fall randomly onto the pizza dough (and luckily none roll off).

What is the probability that at least two poppy seeds will land within 3 inches of each other?

Help

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