Place water, olive oil, bread flour, salt, sugar, and yeast into a bread machine in the order listed, or follow the order recommended by the manufacturer if different. Run the Dough cycle, about 90 minutes.

Remove dough from the machine after the cycle is done. It will be quite sticky and wet; resist the temptation to add more flour. Place dough onto a generously floured board, cover with a large bowl or greased plastic wrap, and let rest for 15 minutes.

Lightly flour two baking sheets or line them with parchment paper. Cut dough with a serrated knife into two equal pieces; form each into piece into a 3x14-inch oval. Tranfer loaves to the prepared baking sheets and dust lightly with flour. Cover and let rise in a draft-free place for approximately 45 minutes.

Preheat the oven to 425 degrees F (220 degrees C).

Spritz loaves with water, then place onto the middle rack of the preheated oven. Bake until golden brown, 25 to 30 minutes.